From 089b7f9abe0c582c2440865031b1c388eeb78eec Mon Sep 17 00:00:00 2001 From: Shotaro Sano Date: Mon, 3 Feb 2025 11:54:28 +0900 Subject: [PATCH 01/63] Fix misleading edit_file functionality docs in filesystem README --- src/filesystem/README.md | 6 ------ 1 file changed, 6 deletions(-) diff --git a/src/filesystem/README.md b/src/filesystem/README.md index c52f1a40..3d3fb485 100644 --- a/src/filesystem/README.md +++ b/src/filesystem/README.md @@ -41,22 +41,16 @@ Node.js server implementing Model Context Protocol (MCP) for filesystem operatio - Features: - Line-based and multi-line content matching - Whitespace normalization with indentation preservation - - Fuzzy matching with confidence scoring - Multiple simultaneous edits with correct positioning - Indentation style detection and preservation - Git-style diff output with context - Preview changes with dry run mode - - Failed match debugging with confidence scores - Inputs: - `path` (string): File to edit - `edits` (array): List of edit operations - `oldText` (string): Text to search for (can be substring) - `newText` (string): Text to replace with - `dryRun` (boolean): Preview changes without applying (default: false) - - `options` (object): Optional formatting settings - - `preserveIndentation` (boolean): Keep existing indentation (default: true) - - `normalizeWhitespace` (boolean): Normalize spaces while preserving structure (default: true) - - `partialMatch` (boolean): Enable fuzzy matching (default: true) - Returns detailed diff and match information for dry runs, otherwise applies changes - Best Practice: Always use dryRun first to preview changes before applying them From 88c8f5a34735adcc84a71ffa15d10032ebe733a4 Mon Sep 17 00:00:00 2001 From: steven gonsalvez Date: Thu, 6 Feb 2025 23:26:03 +0000 Subject: [PATCH 02/63] Add error handling and logging for GitHub issue creation - Improve error handling in GitHub issue creation process - Add detailed error messages for repository not found scenarios - Implement global fetch polyfill for node-fetch - Add debug and error logging for issue creation attempts --- package-lock.json | 9 ++++++++- src/github/index.ts | 43 +++++++++++++++++++++++++++++++++++++++---- 2 files changed, 47 insertions(+), 5 deletions(-) diff --git a/package-lock.json b/package-lock.json index ce8e521f..12482a9e 100644 --- a/package-lock.json +++ b/package-lock.json @@ -4786,6 +4786,12 @@ "integrity": "sha512-Ny6QZ2Nju20vw1SRHe3d9jVu6gJ+4e3+MMpqu7pqE5HT6WsTSlce++GQmK5UXS8mzV8DSYHrQH+Xrf2jVcuKNg==", "license": "MIT" }, + "node_modules/universal-user-agent": { + "version": "7.0.2", + "resolved": "https://registry.npmjs.org/universal-user-agent/-/universal-user-agent-7.0.2.tgz", + "integrity": "sha512-0JCqzSKnStlRRQfCdowvqy3cy0Dvtlb8xecj/H8JFZuCze4rwjPZQOgvFvn0Ws/usCHQFGpyr+pB9adaGwXn4Q==", + "license": "ISC" + }, "node_modules/universalify": { "version": "2.0.1", "resolved": "https://registry.npmjs.org/universalify/-/universalify-2.0.1.tgz", @@ -5292,6 +5298,7 @@ "@types/node": "^22", "@types/node-fetch": "^2.6.12", "node-fetch": "^3.3.2", + "universal-user-agent": "^7.0.2", "zod": "^3.22.4", "zod-to-json-schema": "^3.23.5" }, @@ -5445,7 +5452,7 @@ }, "src/memory": { "name": "@modelcontextprotocol/server-memory", - "version": "0.6.2", + "version": "0.6.3", "license": "MIT", "dependencies": { "@modelcontextprotocol/sdk": "1.0.1" diff --git a/src/github/index.ts b/src/github/index.ts index 88b23689..dbdee604 100644 --- a/src/github/index.ts +++ b/src/github/index.ts @@ -7,6 +7,7 @@ import { } from "@modelcontextprotocol/sdk/types.js"; import { z } from 'zod'; import { zodToJsonSchema } from 'zod-to-json-schema'; +import fetch, { Request, Response } from 'node-fetch'; import * as repository from './operations/repository.js'; import * as files from './operations/files.js'; @@ -27,6 +28,11 @@ import { } from './common/errors.js'; import { VERSION } from "./common/version.js"; +// If fetch doesn't exist in global scope, add it +if (!globalThis.fetch) { + globalThis.fetch = fetch as unknown as typeof global.fetch; +} + const server = new Server( { name: "github-mcp-server", @@ -248,10 +254,39 @@ server.setRequestHandler(CallToolRequestSchema, async (request) => { case "create_issue": { const args = issues.CreateIssueSchema.parse(request.params.arguments); const { owner, repo, ...options } = args; - const issue = await issues.createIssue(owner, repo, options); - return { - content: [{ type: "text", text: JSON.stringify(issue, null, 2) }], - }; + + try { + console.error(`[DEBUG] Attempting to create issue in ${owner}/${repo}`); + console.error(`[DEBUG] Issue options:`, JSON.stringify(options, null, 2)); + + const issue = await issues.createIssue(owner, repo, options); + + console.error(`[DEBUG] Issue created successfully`); + return { + content: [{ type: "text", text: JSON.stringify(issue, null, 2) }], + }; + } catch (err) { + // Type guard for Error objects + const error = err instanceof Error ? err : new Error(String(err)); + + console.error(`[ERROR] Failed to create issue:`, error); + + if (error instanceof GitHubResourceNotFoundError) { + throw new Error( + `Repository '${owner}/${repo}' not found. Please verify:\n` + + `1. The repository exists\n` + + `2. You have correct access permissions\n` + + `3. The owner and repository names are spelled correctly` + ); + } + + // Safely access error properties + throw new Error( + `Failed to create issue: ${error.message}${ + error.stack ? `\nStack: ${error.stack}` : '' + }` + ); + } } case "create_pull_request": { From 6209bed479bde8894d4c431654d8c198dc3931cb Mon Sep 17 00:00:00 2001 From: Matrix Dai Date: Fri, 28 Feb 2025 11:23:01 +0800 Subject: [PATCH 03/63] Fix: Handle null description in GitHub label schema --- src/github/common/types.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/github/common/types.ts b/src/github/common/types.ts index cca961ba..1ff9c7cc 100644 --- a/src/github/common/types.ts +++ b/src/github/common/types.ts @@ -157,7 +157,7 @@ export const GitHubLabelSchema = z.object({ name: z.string(), color: z.string(), default: z.boolean(), - description: z.string().optional(), + description: z.string().nullable().optional(), }); export const GitHubMilestoneSchema = z.object({ From 732c119c75f83b3395d39a5d3b711eba42b36c33 Mon Sep 17 00:00:00 2001 From: CONG To Quang Date: Mon, 3 Mar 2025 14:00:02 +0700 Subject: [PATCH 04/63] feat(gitlab): Make owner and fork properties optional --- src/gitlab/schemas.ts | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/gitlab/schemas.ts b/src/gitlab/schemas.ts index 108c190b..00a76537 100644 --- a/src/gitlab/schemas.ts +++ b/src/gitlab/schemas.ts @@ -22,10 +22,10 @@ export const GitLabRepositorySchema = z.object({ name: z.string(), path_with_namespace: z.string(), // Changed from full_name to match GitLab API visibility: z.string(), // Changed from private to match GitLab API - owner: GitLabOwnerSchema, + owner: GitLabOwnerSchema.optional(), web_url: z.string(), // Changed from html_url to match GitLab API description: z.string().nullable(), - fork: z.boolean(), + fork: z.boolean().optional(), ssh_url_to_repo: z.string(), // Changed from ssh_url to match GitLab API http_url_to_repo: z.string(), // Changed from clone_url to match GitLab API created_at: z.string(), From e5329f82b706d5c817b926b1c10ccb33b054b196 Mon Sep 17 00:00:00 2001 From: mac Date: Sun, 9 Mar 2025 15:04:35 +0100 Subject: [PATCH 05/63] Update README.md to add community browser-use MCP server link to https://github.com/co-browser/browser-use-mcp-server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 214f636b..e1e23259 100644 --- a/README.md +++ b/README.md @@ -89,6 +89,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Base Free USDC Transfer](https://github.com/magnetai/mcp-free-usdc-transfer)** - Send USDC on [Base](https://base.org) for free using Claude AI! Built with [Coinbase CDP](https://docs.cdp.coinbase.com/mpc-wallet/docs/welcome). - **[BigQuery](https://github.com/LucasHild/mcp-server-bigquery)** (by LucasHild) - This server enables LLMs to inspect database schemas and execute queries on BigQuery. - **[BigQuery](https://github.com/ergut/mcp-bigquery-server)** (by ergut) - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities +- **[browser-use]((https://github.com/co-browser/browser-use-mcp-server)** (by co-browser) browser-use SSE MCP server with dockerized playwright + chromium + vnc - **[Calendar](https://github.com/GongRzhe/Calendar-MCP-Server)** - Google Calendar integration server enabling AI assistants to manage calendar events through natural language interactions. - **[CFBD API](https://github.com/lenwood/cfbd-mcp-server)** - An MCP server for the [College Football Data API](https://collegefootballdata.com/). - **[ChatMCP](https://github.com/AI-QL/chat-mcp)** – An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by **[AIQL](https://github.com/AI-QL)** From 8fe9b4768a14dfbd36326fabba3378a3970788d0 Mon Sep 17 00:00:00 2001 From: Franco Valerio Date: Sun, 9 Mar 2025 20:04:52 -0300 Subject: [PATCH 06/63] fix(gitlab): Invalid arguments error when using v4 API for gitlab.com Make 'merged' property optional and 'diff_refs' nullable in the `GitLabMergeRequestSchema` to align with GitLab V4 API specifications. --- src/gitlab/schemas.ts | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/gitlab/schemas.ts b/src/gitlab/schemas.ts index 108c190b..efb456ed 100644 --- a/src/gitlab/schemas.ts +++ b/src/gitlab/schemas.ts @@ -218,12 +218,12 @@ export const GitLabMergeRequestSchema = z.object({ title: z.string(), description: z.string(), // Changed from body to match GitLab API state: z.string(), - merged: z.boolean(), + merged: z.boolean().optional(), author: GitLabUserSchema, assignees: z.array(GitLabUserSchema), source_branch: z.string(), // Changed from head to match GitLab API target_branch: z.string(), // Changed from base to match GitLab API - diff_refs: GitLabMergeRequestDiffRefSchema, + diff_refs: GitLabMergeRequestDiffRefSchema.nullable(), web_url: z.string(), // Changed from html_url to match GitLab API created_at: z.string(), updated_at: z.string(), From 64a654744a414e76fa007063d6ea5425d17d574d Mon Sep 17 00:00:00 2001 From: shiquda Date: Thu, 13 Mar 2025 00:20:48 +0800 Subject: [PATCH 07/63] feat(fetch): add support for using proxy for requests --- src/fetch/README.md | 4 ++++ src/fetch/src/mcp_server_fetch/__init__.py | 3 ++- src/fetch/src/mcp_server_fetch/server.py | 19 +++++++++++-------- 3 files changed, 17 insertions(+), 9 deletions(-) diff --git a/src/fetch/README.md b/src/fetch/README.md index 0e58b3de..01d99cac 100644 --- a/src/fetch/README.md +++ b/src/fetch/README.md @@ -107,6 +107,10 @@ ModelContextProtocol/1.0 (User-Specified; +https://github.com/modelcontextprotoc This can be customized by adding the argument `--user-agent=YourUserAgent` to the `args` list in the configuration. +### Customization - Proxy + +The server can be configured to use a proxy by using the `--proxy-url` argument. + ## Debugging You can use the MCP inspector to debug the server. For uvx installations: diff --git a/src/fetch/src/mcp_server_fetch/__init__.py b/src/fetch/src/mcp_server_fetch/__init__.py index e3a35d54..09744ce3 100644 --- a/src/fetch/src/mcp_server_fetch/__init__.py +++ b/src/fetch/src/mcp_server_fetch/__init__.py @@ -15,9 +15,10 @@ def main(): action="store_true", help="Ignore robots.txt restrictions", ) + parser.add_argument("--proxy-url", type=str, help="Proxy URL to use for requests") args = parser.parse_args() - asyncio.run(serve(args.user_agent, args.ignore_robots_txt)) + asyncio.run(serve(args.user_agent, args.ignore_robots_txt, args.proxy_url)) if __name__ == "__main__": diff --git a/src/fetch/src/mcp_server_fetch/server.py b/src/fetch/src/mcp_server_fetch/server.py index 775d79c8..24c6a875 100644 --- a/src/fetch/src/mcp_server_fetch/server.py +++ b/src/fetch/src/mcp_server_fetch/server.py @@ -63,7 +63,7 @@ def get_robots_txt_url(url: str) -> str: return robots_url -async def check_may_autonomously_fetch_url(url: str, user_agent: str) -> None: +async def check_may_autonomously_fetch_url(url: str, user_agent: str, proxy_url: str | None = None) -> None: """ Check if the URL can be fetched by the user agent according to the robots.txt file. Raises a McpError if not. @@ -72,7 +72,7 @@ async def check_may_autonomously_fetch_url(url: str, user_agent: str) -> None: robot_txt_url = get_robots_txt_url(url) - async with AsyncClient() as client: + async with AsyncClient(proxies=proxy_url) as client: try: response = await client.get( robot_txt_url, @@ -109,14 +109,14 @@ async def check_may_autonomously_fetch_url(url: str, user_agent: str) -> None: async def fetch_url( - url: str, user_agent: str, force_raw: bool = False + url: str, user_agent: str, force_raw: bool = False, proxy_url: str | None = None ) -> Tuple[str, str]: """ Fetch the URL and return the content in a form ready for the LLM, as well as a prefix string with status information. """ from httpx import AsyncClient, HTTPError - async with AsyncClient() as client: + async with AsyncClient(proxies=proxy_url) as client: try: response = await client.get( url, @@ -179,13 +179,16 @@ class Fetch(BaseModel): async def serve( - custom_user_agent: str | None = None, ignore_robots_txt: bool = False + custom_user_agent: str | None = None, + ignore_robots_txt: bool = False, + proxy_url: str | None = None, ) -> None: """Run the fetch MCP server. Args: custom_user_agent: Optional custom User-Agent string to use for requests ignore_robots_txt: Whether to ignore robots.txt restrictions + proxy_url: Optional proxy URL to use for requests """ server = Server("mcp-fetch") user_agent_autonomous = custom_user_agent or DEFAULT_USER_AGENT_AUTONOMOUS @@ -229,10 +232,10 @@ Although originally you did not have internet access, and were advised to refuse raise McpError(ErrorData(code=INVALID_PARAMS, message="URL is required")) if not ignore_robots_txt: - await check_may_autonomously_fetch_url(url, user_agent_autonomous) + await check_may_autonomously_fetch_url(url, user_agent_autonomous, proxy_url) content, prefix = await fetch_url( - url, user_agent_autonomous, force_raw=args.raw + url, user_agent_autonomous, force_raw=args.raw, proxy_url=proxy_url ) original_length = len(content) if args.start_index >= original_length: @@ -259,7 +262,7 @@ Although originally you did not have internet access, and were advised to refuse url = arguments["url"] try: - content, prefix = await fetch_url(url, user_agent_manual) + content, prefix = await fetch_url(url, user_agent_manual, proxy_url=proxy_url) # TODO: after SDK bug is addressed, don't catch the exception except McpError as e: return GetPromptResult( From d7ea463aa5dac91cf762271dad2084f7898c8a1e Mon Sep 17 00:00:00 2001 From: EthBerryAdmin Date: Sun, 16 Mar 2025 16:39:24 +0400 Subject: [PATCH 08/63] allow ~ to be used in config MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit following config throws error ``` "filesystem": { "command": "npx", "args": [ "-y", "@modelcontextprotocol/server-filesystem", "~" ] }, ``` ``` Error accessing directory ~: Error: ENOENT: no such file or directory, stat '~' at async Object.stat (node:internal/fs/promises:1032:18) at async file:///Users/USER_NAME/.npm/_npx/a3241bba59c344f5/node_modules/@modelcontextprotocol/server-filesystem/dist/index.js:33:23━━━━━━━━━━━━━━━━━ at async Promise.all (index 0) at async file:///Users/USER_NAME/.npm/_npx/a3241bba59c344f5/node_modules/@modelcontextprotocol/server-filesystem/dist/index.js:31:1 { errno: -2, code: 'ENOENT', syscall: 'stat', path: '~' } ``` this commit fixes error and allows to set ~ as allowed directory --- src/filesystem/index.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/filesystem/index.ts b/src/filesystem/index.ts index b4d5c419..c544ff25 100644 --- a/src/filesystem/index.ts +++ b/src/filesystem/index.ts @@ -42,7 +42,7 @@ const allowedDirectories = args.map(dir => // Validate that all directories exist and are accessible await Promise.all(args.map(async (dir) => { try { - const stats = await fs.stat(dir); + const stats = await fs.stat(expandHome(dir)); if (!stats.isDirectory()) { console.error(`Error: ${dir} is not a directory`); process.exit(1); From 1051aebb131219e9e8eaf48fac279277a54f4b32 Mon Sep 17 00:00:00 2001 From: Vishal Mysore Date: Mon, 17 Mar 2025 17:44:50 -0400 Subject: [PATCH 09/63] Update README.md MCP Server that enables seamless integration between Claude AI and Arduino (ESP32), allowing AI-powered control of hardware peripherals such as motors, sensors, and actuators. This project provides a robust framework for building intelligent, connected robots and automation systems using Model Context Protocol (MCP). --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8d43cab5..c221aaf4 100644 --- a/README.md +++ b/README.md @@ -111,6 +111,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Anki](https://github.com/scorzeth/anki-mcp-server)** - An MCP server for interacting with your [Anki](https://apps.ankiweb.net) decks and cards. - **[Any Chat Completions](https://github.com/pyroprompts/any-chat-completions-mcp)** - Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more. - **[ArangoDB](https://github.com/ravenwits/mcp-server-arangodb)** - MCP Server that provides database interaction capabilities through [ArangoDB](https://arangodb.com/). +- **[Arduino](https://github.com/vishalmysore/choturobo)** - MCP Server that enables AI-powered robotics using Claude AI and Arduino (ESP32) for real-world automation and interaction with robots. - **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. - **[AWS](https://github.com/rishikavikondala/mcp-server-aws)** - Perform operations on your AWS resources using an LLM. - **[AWS Athena](https://github.com/lishenxydlgzs/aws-athena-mcp)** - A MCP server for AWS Athena to run SQL queries on Glue Catalog. From b8c3447c1d975fa93c213867c10b25f86a8cb8de Mon Sep 17 00:00:00 2001 From: Omar-V2 Date: Tue, 18 Mar 2025 03:11:04 +0000 Subject: [PATCH 10/63] Add link to apple calendar mcp server in readme --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8d43cab5..c184dc97 100644 --- a/README.md +++ b/README.md @@ -110,6 +110,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[AlphaVantage](https://github.com/calvernaz/alphavantage)** - MCP server for stock market data API [AlphaVantage](https://www.alphavantage.co) - **[Anki](https://github.com/scorzeth/anki-mcp-server)** - An MCP server for interacting with your [Anki](https://apps.ankiweb.net) decks and cards. - **[Any Chat Completions](https://github.com/pyroprompts/any-chat-completions-mcp)** - Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more. +- **[Apple Calendar](https://github.com/Omar-v2/mcp-ical)** - An MCP server that allows you to interact with your MacOS Calendar through natural language, including features such as event creation, modification, schedule listing, finding free time slots etc. - **[ArangoDB](https://github.com/ravenwits/mcp-server-arangodb)** - MCP Server that provides database interaction capabilities through [ArangoDB](https://arangodb.com/). - **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. - **[AWS](https://github.com/rishikavikondala/mcp-server-aws)** - Perform operations on your AWS resources using an LLM. From f60edbe82188574cd48783bca59107e06f70f258 Mon Sep 17 00:00:00 2001 From: XGenerationLab Date: Wed, 19 Mar 2025 14:51:10 +0800 Subject: [PATCH 11/63] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8d43cab5..feed5099 100644 --- a/README.md +++ b/README.md @@ -282,6 +282,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[X (Twitter)](https://github.com/EnesCinr/twitter-mcp)** (by EnesCinr) - Interact with twitter API. Post tweets and search for tweets by query. - **[X (Twitter)](https://github.com/vidhupv/x-mcp)** (by vidhupv) - Create, manage and publish X/Twitter posts directly through Claude chat. - **[xcodebuild](https://github.com/ShenghaiWang/xcodebuild)** - 🍎 Build iOS Xcode workspace/project and feed back errors to llm. +- **[XiYan](https://github.com/XGenerationLab/xiyan_mcp_server)** - 🗄️ An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM. - **[XMind](https://github.com/apeyroux/mcp-xmind)** - Read and search through your XMind directory containing XMind files. - **[YouTube](https://github.com/ZubeidHendricks/youtube-mcp-server)** - Comprehensive YouTube API integration for video management, Shorts creation, and analytics. From 08641b93b2c30ca9cf06760456a62c63763d3187 Mon Sep 17 00:00:00 2001 From: Eugene Evstafev Date: Thu, 20 Mar 2025 15:56:36 +0000 Subject: [PATCH 12/63] docs: add telegram-mcp --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1aff8a1c..c8e5077a 100644 --- a/README.md +++ b/README.md @@ -298,6 +298,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Stripe](https://github.com/atharvagupta2003/mcp-stripe)** - This MCP allows integration with Stripe for handling payments, customers, and refunds. - **[TMDB](https://github.com/Laksh-star/mcp-server-tmdb)** - This MCP server integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations. - **[Tavily search](https://github.com/RamXX/mcp-tavily)** - An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions +- **[Telegram](https://github.com/chigwell/telegram-mcp)** - An MCP server that provides paginated chat reading, message retrieval, and message sending capabilities for Telegram through Telethon integration. - **[Terminal-Control](https://github.com/GongRzhe/terminal-controller-mcp)** - A MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface. - **[Ticketmaster](https://github.com/delorenj/mcp-server-ticketmaster)** - Search for events, venues, and attractions through the Ticketmaster Discovery API - **[Todoist](https://github.com/abhiz123/todoist-mcp-server)** - Interact with Todoist to manage your tasks. From 22ea9cbaebcf3ca21af2bd6bd9d373919c162880 Mon Sep 17 00:00:00 2001 From: Lama Date: Thu, 20 Mar 2025 12:21:40 -0400 Subject: [PATCH 13/63] Add KiCad MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1aff8a1c..6a0341a1 100644 --- a/README.md +++ b/README.md @@ -206,6 +206,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[JavaFX](https://github.com/mcpso/mcp-server-javafx)** - Make drawings using a JavaFX canvas - **[JDBC](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc)** - Connect to any JDBC-compatible database and query, insert, update, delete, and more. Supports MySQL, PostgreSQL, Oracle, SQL Server, sqllite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants). - **[JSON](https://github.com/GongRzhe/JSON-MCP-Server)** - JSON handling and processing server with advanced query capabilities using JSONPath syntax and support for array, string, numeric, and date operations. +- **[KiCad MCP](https://github.com/lamaalrajih/kicad-mcp)** - MCP server for KiCad on Mac, Windows, and Linux. - **[Keycloak MCP](https://github.com/ChristophEnglisch/keycloak-model-context-protocol)** - This MCP server enables natural language interaction with Keycloak for user and realm management including creating, deleting, and listing users and realms. - **[Kibela](https://github.com/kiwamizamurai/mcp-kibela-server)** (by kiwamizamurai) - Interact with Kibela API. - **[kintone](https://github.com/macrat/mcp-server-kintone)** - Manage records and apps in [kintone](https://kintone.com) through LLM tools. From a92e2b9e6462a1cd879106afb2d01af35c3cdf57 Mon Sep 17 00:00:00 2001 From: SaseQ Date: Thu, 20 Mar 2025 20:11:41 +0100 Subject: [PATCH 14/63] README update: Replace Discord MCP server link to support more robust capabilities --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1aff8a1c..dba3ca7e 100644 --- a/README.md +++ b/README.md @@ -159,7 +159,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[DevRev](https://github.com/kpsunil97/devrev-mcp-server)** - An MCP server to integrate with DevRev APIs to search through your DevRev Knowledge Graph where objects can be imported from diff. sources listed [here](https://devrev.ai/docs/import#available-sources). - **[Dicom](https://github.com/ChristianHinge/dicom-mcp)** - An MCP server to query and retrieve medical images and for parsing and reading dicom-encapsulated documents (pdf etc.). - **[Dify](https://github.com/YanxingLiu/dify-mcp-server)** - A simple implementation of an MCP server for dify workflows. -- **[Discord](https://github.com/v-3/discordmcp)** - A MCP server to connect to Discord guilds through a bot and read and write messages in channels +- **[Discord](https://github.com/SaseQ/discord-mcp)** - A MCP server, which connects to Discord through a bot, and provides comprehensive integration with Discord. - **[Discourse](https://github.com/AshDevFr/discourse-mcp-server)** - A MCP server to search Discourse posts on a Discourse forum. - **[Docker](https://github.com/ckreiling/mcp-server-docker)** - Integrate with Docker to manage containers, images, volumes, and networks. - **[Drupal](https://github.com/Omedia/mcp-server-drupal)** - Server for interacting with [Drupal](https://www.drupal.org/project/mcp) using STDIO transport layer. From fe9c5780aed431ac6c3794e99b45d7a19b8a3db0 Mon Sep 17 00:00:00 2001 From: KyrieTangSheng Date: Thu, 20 Mar 2025 13:46:50 -0700 Subject: [PATCH 15/63] added new server -- national park service --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1aff8a1c..34de8ecc 100644 --- a/README.md +++ b/README.md @@ -242,6 +242,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[MySQL](https://github.com/designcomputer/mysql_mcp_server)** (by DesignComputer) - MySQL database integration in Python with configurable access controls and schema inspection - **[n8n](https://github.com/leonardsellem/n8n-mcp-server)** - This MCP server provides tools and resources for AI assistants to manage n8n workflows and executions, including listing, creating, updating, and deleting workflows, as well as monitoring their execution status. - **[NASA](https://github.com/ProgramComputer/NASA-MCP-server)** (by ProgramComputer) - Access to a unified gateway of NASA's data sources including but not limited to APOD, NEO, EPIC, GIBS. +- **[National Parks](https://github.com/KyrieTangSheng/mcp-server-nationalparks)** - The server provides latest information of park details, alerts, visitor centers, campgrounds, hiking trails, and events for U.S. National Parks. - **[NAVER](https://github.com/pfldy2850/py-mcp-naver)** (by pfldy2850) - This MCP server provides tools to interact with various Naver services, such as searching blogs, news, books, and more. - **[NS Travel Information](https://github.com/r-huijts/ns-mcp-server)** - Access Dutch Railways (NS) real-time train travel information and disruptions through the official NS API. - **[Neo4j](https://github.com/da-okazaki/mcp-neo4j-server)** - A community built server that interacts with Neo4j Graph Database. From 96fb5f5eb90cb60736ca5f4a01e21cdbeff4da43 Mon Sep 17 00:00:00 2001 From: Richard Song Date: Thu, 20 Mar 2025 13:56:16 -0700 Subject: [PATCH 16/63] docs: add maton-mcp server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1aff8a1c..877a8e8b 100644 --- a/README.md +++ b/README.md @@ -220,6 +220,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[llm-context](https://github.com/cyberchitta/llm-context.py)** - Provides a repo-packing MCP tool with configurable profiles that specify file inclusion/exclusion patterns and optional prompts. - **[mac-messages-mcp](https://github.com/carterlasalle/mac_messages_mcp)** - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages. - **[MariaDB](https://github.com/abel9851/mcp-server-mariadb)** - MariaDB database integration with configurable access controls in Python. +- **[Maton](https://github.com/maton-ai/agent-toolkit/tree/main/modelcontextprotocol)** - Connect to your SaaS tools like HubSpot, Salesforce, and more. - **[MCP Compass](https://github.com/liuyoshio/mcp-compass)** - Suggest the right MCP server for your needs - **[MCP Create](https://github.com/tesla0225/mcp-create)** - A dynamic MCP server management service that creates, runs, and manages Model Context Protocol servers on-the-fly. - **[MCP Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you. From e9f7b2cb061f6a6a2346b56a187f0e91c84fb84e Mon Sep 17 00:00:00 2001 From: Anton Efimenko Date: Thu, 20 Mar 2025 14:48:56 -0700 Subject: [PATCH 17/63] Update README.md Add official MCP integration with Mailgun --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9f7323e5..8a0e9730 100644 --- a/README.md +++ b/README.md @@ -81,6 +81,7 @@ Official integrations are maintained by companies building production ready MCP - Logfire Logo **[Logfire](https://github.com/pydantic/logfire-mcp)** - Provides access to OpenTelemetry traces and metrics through Logfire. - Langfuse Logo **[Langfuse Prompt Management](https://github.com/langfuse/mcp-server-langfuse)** - Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts. - Lingo.dev Logo **[Lingo.dev](https://github.com/lingodotdev/lingo.dev/blob/main/mcp.md)** - Make your AI agent speak every language on the planet, using [Lingo.dev](https://lingo.dev) Localization Engine. +- Mailgun Logo **[Mailgun](https://github.com/mailgun/mailgun-mcp-server)** - Interact with Mailgun API. - Make Logo **[Make](https://github.com/integromat/make-mcp-server)** - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants. - Meilisearch Logo **[Meilisearch](https://github.com/meilisearch/meilisearch-mcp)** - Interact & query with Meilisearch (Full-text & semantic search API) - **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro From 4dc0bd6270cd6da37cc33428a61d9026ae194110 Mon Sep 17 00:00:00 2001 From: Stanislav Pankrashin Date: Fri, 21 Mar 2025 15:55:56 +1300 Subject: [PATCH 18/63] add to readme --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9f7323e5..089d2334 100644 --- a/README.md +++ b/README.md @@ -107,6 +107,7 @@ Official integrations are maintained by companies building production ready MCP - **[Vectorize](https://github.com/vectorize-io/vectorize-mcp-server/)** - [Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking. - Verodat Logo **[Verodat](https://github.com/Verodat/verodat-mcp-server)** - Interact with Verodat AI Ready Data platform - VeyraX Logo **[VeyraX](https://github.com/VeyraX/veyrax-mcp)** - Single tool to control all 100+ API integrations, and UI components +- Xero Logo **[Xero](https://github.com/XeroAPI/xero-mcp-server)** - Interact with the accounting data in your business using our official MCP server - **[ZenML](https://github.com/zenml-io/mcp-zenml)** - Interact with your MLOps and LLMOps pipelines through your [ZenML](https://www.zenml.io) MCP server ### 🌎 Community Servers From fcd2737b476687f641e82a36b8283de4cbde8066 Mon Sep 17 00:00:00 2001 From: termix-dewell <167734172+termixai-it@users.noreply.github.com> Date: Fri, 21 Mar 2025 13:58:05 +0800 Subject: [PATCH 19/63] Update README.md The first MCP server that serves as the bridge between AI and BNB Chain, enabling AI agents to execute complex on-chain operations through seamless integration with the BNB Chain, including transfer, swap, launch, security check on any token and even more. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9f7323e5..3d89e7f3 100644 --- a/README.md +++ b/README.md @@ -137,6 +137,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Bing Web Search API](https://github.com/leehanchung/bing-search-mcp)** (by hanchunglee) - Server implementation for Microsoft Bing Web Search API. - **[Bitable MCP](https://github.com/lloydzhou/bitable-mcp)** (by lloydzhou) - MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools. - **[Blender](https://github.com/ahujasid/blender-mcp)** (by ahujasid) - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation. +- **[Bsc-mcp](https://github.com/TermiX-official/bsc-mcp)** The first MCP server that serves as the bridge between AI and BNB Chain, enabling AI agents to execute complex on-chain operations through seamless integration with the BNB Chain, including transfer, swap, launch, security check on any token and even more. - **[CFBD API](https://github.com/lenwood/cfbd-mcp-server)** - An MCP server for the [College Football Data API](https://collegefootballdata.com/). - **[ChatMCP](https://github.com/AI-QL/chat-mcp)** – An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by **[AIQL](https://github.com/AI-QL)** - **[ChatSum](https://github.com/mcpso/mcp-server-chatsum)** - Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so) From 01fd7c29085615336eaad465787f927571b78987 Mon Sep 17 00:00:00 2001 From: Vortiago Date: Fri, 21 Mar 2025 08:33:29 +0100 Subject: [PATCH 20/63] Added mcp-azure-devops to the readme file. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9f7323e5..ca871b12 100644 --- a/README.md +++ b/README.md @@ -130,6 +130,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[AWS Cost Explorer](https://github.com/aarora79/aws-cost-explorer-mcp-server)** - Optimize your AWS spend (including Amazon Bedrock spend) with this MCP server by examining spend across regions, services, instance types and foundation models ([demo video](https://www.youtube.com/watch?v=WuVOmYLRFmI&feature=youtu.be)). - **[AWS S3](https://github.com/aws-samples/sample-mcp-server-s3)** - A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents. - **[Azure ADX](https://github.com/pab1it0/adx-mcp-server)** - Query and analyze Azure Data Explorer databases. +- **[Azure DevOps](https://github.com/Vortiago/mcp-azure-devops)** - An MCP server that provides a bridge to Azure DevOps services, enabling AI assistants to query and manage work items. - **[Base Free USDC Transfer](https://github.com/magnetai/mcp-free-usdc-transfer)** - Send USDC on [Base](https://base.org) for free using Claude AI! Built with [Coinbase CDP](https://docs.cdp.coinbase.com/mpc-wallet/docs/welcome). * **[Basic Memory](https://github.com/basicmachines-co/basic-memory)** - Local-first knowledge management system that builds a semantic graph from Markdown files, enabling persistent memory across conversations with LLMs. - **[BigQuery](https://github.com/LucasHild/mcp-server-bigquery)** (by LucasHild) - This server enables LLMs to inspect database schemas and execute queries on BigQuery. From 8d5fba83ee373cc90082239144252986664fe61a Mon Sep 17 00:00:00 2001 From: githejie Date: Fri, 21 Mar 2025 16:11:17 +0800 Subject: [PATCH 21/63] Add Calculator MCP Server to README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9f7323e5..01516509 100644 --- a/README.md +++ b/README.md @@ -137,6 +137,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Bing Web Search API](https://github.com/leehanchung/bing-search-mcp)** (by hanchunglee) - Server implementation for Microsoft Bing Web Search API. - **[Bitable MCP](https://github.com/lloydzhou/bitable-mcp)** (by lloydzhou) - MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools. - **[Blender](https://github.com/ahujasid/blender-mcp)** (by ahujasid) - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation. +- **[Calculator](https://github.com/githejie/mcp-server-calculator)** - This server enables LLMs to use calculator for precise numerical calculations. - **[CFBD API](https://github.com/lenwood/cfbd-mcp-server)** - An MCP server for the [College Football Data API](https://collegefootballdata.com/). - **[ChatMCP](https://github.com/AI-QL/chat-mcp)** – An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by **[AIQL](https://github.com/AI-QL)** - **[ChatSum](https://github.com/mcpso/mcp-server-chatsum)** - Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so) From b7ef436dd56d9d87c6574a92de73532c9cbef5c7 Mon Sep 17 00:00:00 2001 From: "pink hoodie." <36429880+pinkhoodie@users.noreply.github.com> Date: Fri, 21 Mar 2025 10:08:27 -0400 Subject: [PATCH 22/63] Update README.md - Thirdweb MCP --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9f7323e5..09ebe10b 100644 --- a/README.md +++ b/README.md @@ -102,6 +102,7 @@ Official integrations are maintained by companies building production ready MCP - StarRocks Logo **[StarRocks](https://github.com/StarRocks/mcp-server-starrocks)** - Interact with [StarRocks](https://www.starrocks.io/) - Stripe Logo **[Stripe](https://github.com/stripe/agent-toolkit)** - Interact with Stripe API - Tavily Logo **[Tavily](https://github.com/tavily-ai/tavily-mcp)** - Search engine for AI agents (search + extract) powered by [Tavily](https://tavily.com/) +- Thirdweb Logo **[Thirdweb](https://github.com/thirdweb-dev/ai/tree/main/python/thirdweb-mcp)** - Read/write to over 2k blockchains, enabling data querying, contract analysis/deployment, and transaction execution, powered by [Thirdweb](https://thirdweb.com/) - Tinybird Logo **[Tinybird](https://github.com/tinybirdco/mcp-tinybird)** - Interact with Tinybird serverless ClickHouse platform - UnifAI Logo **[UnifAI](https://github.com/unifai-network/unifai-mcp-server)** - Dynamically search and call tools using [UnifAI Network](https://unifai.network) - **[Vectorize](https://github.com/vectorize-io/vectorize-mcp-server/)** - [Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking. From 66441c1f0d4db901a826fb83a973203eab2352ca Mon Sep 17 00:00:00 2001 From: Jordi Sanchez Date: Fri, 21 Mar 2025 10:33:41 -0500 Subject: [PATCH 23/63] Add Databricks MCP server to Readme --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index acdc3624..d29df51b 100644 --- a/README.md +++ b/README.md @@ -155,6 +155,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp)** - Providing real-time and historical Crypto Fear & Greed Index data. - **[cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server)** - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. - **[Dappier](https://github.com/DappierAI/dappier-mcp)** - Connect LLMs to real-time, rights-cleared, proprietary data from trusted sources. Access specialized models for Real-Time Web Search, News, Sports, Financial Data, Crypto, and premium publisher content. Explore data models at [marketplace.dappier.com](https://marketplace.dappier.com/marketplace). +- **[Databricks](https://github.com/JordiNeil/mcp-databricks-server)** - Allows LLMs to run SQL queries, list and get details of jobs executions in a Databricks account. - **[Data Exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration)** - MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. NOTE: Will execute arbitrary Python code on your machine, please use with caution! - **[Dataset Viewer](https://github.com/privetin/dataset-viewer)** - Browse and analyze Hugging Face datasets with features like search, filtering, statistics, and data export - **[DBHub](https://github.com/bytebase/dbhub/)** - Universal database MCP server connecting to MySQL, PostgreSQL, SQLite, DuckDB and etc. From 8702f37197455e6fc5f979e70fb3f51356c6326b Mon Sep 17 00:00:00 2001 From: wolvever Date: Fri, 21 Mar 2025 23:44:32 +0800 Subject: [PATCH 24/63] Add Baidu Cloud AISearch MCPServer --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index acdc3624..f039ca7a 100644 --- a/README.md +++ b/README.md @@ -133,6 +133,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[AWS Resources Operations](https://github.com/baryhuang/mcp-server-aws-resources-python)** - Run generated python code to securely query or modify any AWS resources supported by boto3. - **[AWS S3](https://github.com/aws-samples/sample-mcp-server-s3)** - A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents. - **[Azure ADX](https://github.com/pab1it0/adx-mcp-server)** - Query and analyze Azure Data Explorer databases. +- **[Baidu AI Search](https://github.com/baidubce/app-builder/tree/master/python/modelcontextprotocol)** - Web search with Baidu Cloud's AI Search - **[Base Free USDC Transfer](https://github.com/magnetai/mcp-free-usdc-transfer)** - Send USDC on [Base](https://base.org) for free using Claude AI! Built with [Coinbase CDP](https://docs.cdp.coinbase.com/mpc-wallet/docs/welcome). * **[Basic Memory](https://github.com/basicmachines-co/basic-memory)** - Local-first knowledge management system that builds a semantic graph from Markdown files, enabling persistent memory across conversations with LLMs. - **[BigQuery](https://github.com/LucasHild/mcp-server-bigquery)** (by LucasHild) - This server enables LLMs to inspect database schemas and execute queries on BigQuery. From f3af86f126f02b92975cbb734d988cb82f066690 Mon Sep 17 00:00:00 2001 From: SaseQ Date: Fri, 21 Mar 2025 17:08:12 +0100 Subject: [PATCH 25/63] Address review comments: move my new entry to another line --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index dba3ca7e..13df19f7 100644 --- a/README.md +++ b/README.md @@ -159,6 +159,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[DevRev](https://github.com/kpsunil97/devrev-mcp-server)** - An MCP server to integrate with DevRev APIs to search through your DevRev Knowledge Graph where objects can be imported from diff. sources listed [here](https://devrev.ai/docs/import#available-sources). - **[Dicom](https://github.com/ChristianHinge/dicom-mcp)** - An MCP server to query and retrieve medical images and for parsing and reading dicom-encapsulated documents (pdf etc.). - **[Dify](https://github.com/YanxingLiu/dify-mcp-server)** - A simple implementation of an MCP server for dify workflows. +- **[Discord](https://github.com/v-3/discordmcp)** - A MCP server to connect to Discord guilds through a bot and read and write messages in channels - **[Discord](https://github.com/SaseQ/discord-mcp)** - A MCP server, which connects to Discord through a bot, and provides comprehensive integration with Discord. - **[Discourse](https://github.com/AshDevFr/discourse-mcp-server)** - A MCP server to search Discourse posts on a Discourse forum. - **[Docker](https://github.com/ckreiling/mcp-server-docker)** - Integrate with Docker to manage containers, images, volumes, and networks. From 7c7f4aa0e2651af2a87da3d8ab462785dcc678f5 Mon Sep 17 00:00:00 2001 From: Till Simon Date: Fri, 21 Mar 2025 18:48:03 +0100 Subject: [PATCH 26/63] gotoHuman MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index acdc3624..4eda14d8 100644 --- a/README.md +++ b/README.md @@ -68,6 +68,7 @@ Official integrations are maintained by companies building production ready MCP - Firecrawl Logo **[Firecrawl](https://github.com/mendableai/firecrawl-mcp-server)** - Extract web data with [Firecrawl](https://firecrawl.dev) - Fireproof Logo **[Fireproof](https://github.com/fireproof-storage/mcp-database-server)** - Immutable ledger database with live synchronization - Gitee Logo **[Gitee](https://github.com/oschina/mcp-gitee)** - Gitee API integration, repository, issue, and pull request management, and more. +- gotoHuman Logo **[gotoHuman](https://github.com/gotohuman/gotohuman-mcp-server)** - Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your [gotoHuman](https://www.gotohuman.com) inbox. - Grafana Logo **[Grafana](https://github.com/grafana/mcp-grafana)** - Search dashboards, investigate incidents and query datasources in your Grafana instance - Graphlit Logo **[Graphlit](https://github.com/graphlit/graphlit-mcp-server)** - Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable [Graphlit](https://www.graphlit.com) project. - Hologres Logo **[Hologres](https://github.com/aliyun/alibabacloud-hologres-mcp-server)** - Connect to a [Hologres](https://www.alibabacloud.com/en/product/hologres) instance, get table metadata, query and analyze data. From cd8bf8fc1db8a1289b5c8446b14aa6cabacdb5a0 Mon Sep 17 00:00:00 2001 From: zty98751 Date: Mon, 24 Mar 2025 23:34:28 +0800 Subject: [PATCH 27/63] Add an explanation for implementing MCP server hosting using Higress Signed-off-by: zty98751 --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index acdc3624..0a242489 100644 --- a/README.md +++ b/README.md @@ -343,6 +343,7 @@ These are high-level frameworks that make it easier to build MCP servers or clie - **[FastAPI to MCP auto generator](https://github.com/tadata-org/fastapi_mcp)** – A zero-configuration tool for automatically exposing FastAPI endpoints as MCP tools by **[Tadata](https://tadata.com/)** * **[FastMCP](https://github.com/punkpeye/fastmcp)** (TypeScript) * **[Foxy Contexts](https://github.com/strowk/foxy-contexts)** – A library to build MCP servers in Golang by **[strowk](https://github.com/strowk)** +* **[Higress MCP Server Hosting](https://github.com/alibaba/higress/tree/main/plugins/wasm-go/mcp-servers)** - A solution for hosting MCP Servers by extending the API Gateway(based on Envoy) with wasm plugins. * **[MCP-Framework](https://mcp-framework.com)** Build MCP servers with elegance and speed in Typescript. Comes with a CLI to create your project with `mcp create app`. Get started with your first server in under 5 minutes by **[Alex Andru](https://github.com/QuantGeekDev)** * **[Quarkus MCP Server SDK](https://github.com/quarkiverse/quarkus-mcp-server)** (Java) * **[Template MCP Server](https://github.com/mcpdotdirect/template-mcp-server)** - A CLI tool to create a new Model Context Protocol server project with TypeScript support, dual transport options, and an extensible structure From 24e392062f25651c4f8c2c0c8381452e12fca29d Mon Sep 17 00:00:00 2001 From: Ola Hungerford Date: Mon, 24 Mar 2025 14:10:18 -0700 Subject: [PATCH 28/63] Update server-redis package.json to be consistent with other MCP packages --- src/redis/package.json | 31 +++++++++++++++++-------------- 1 file changed, 17 insertions(+), 14 deletions(-) diff --git a/src/redis/package.json b/src/redis/package.json index fc7f6e64..33155265 100644 --- a/src/redis/package.json +++ b/src/redis/package.json @@ -1,28 +1,31 @@ { - "name": "redis", - "version": "1.0.0", - "main": "index.js", + "name": "@modelcontextprotocol/server-redis", + "version": "0.1.0", + "description": "MCP server for using Redis", + "license": "MIT", + "author": "Anthropic, PBC (https://anthropic.com)", + "homepage": "https://modelcontextprotocol.io", + "bugs": "https://github.com/modelcontextprotocol/servers/issues", "type": "module", "bin": { "redis": "./build/index.js" }, - "scripts": { - "build": "tsc && node -e \"require('fs').chmodSync('build/index.js', '755')\"" - }, "files": [ "build" ], - "keywords": [], - "author": "", - "license": "ISC", - "description": "", - "devDependencies": { - "@types/node": "^22.10.2", - "typescript": "^5.7.2" + "scripts": { + "build": "tsc && shx chmod +x build/*.js", + "prepare": "npm run build", + "watch": "tsc --watch" }, "dependencies": { - "@modelcontextprotocol/sdk": "^0.4.0", + "@modelcontextprotocol/sdk": "^1.7.0", + "@types/node": "^22.10.2", "@types/redis": "^4.0.10", "redis": "^4.7.0" + }, + "devDependencies": { + "shx": "^0.3.4", + "typescript": "^5.7.2" } } From bfc4b41771c47dbaaed7828d85a023a3b2a666e4 Mon Sep 17 00:00:00 2001 From: Ola Hungerford Date: Mon, 24 Mar 2025 14:14:39 -0700 Subject: [PATCH 29/63] Update package-lock.json --- package-lock.json | 746 ++++++++++++++++++++++++++++++++++++++++------ 1 file changed, 650 insertions(+), 96 deletions(-) diff --git a/package-lock.json b/package-lock.json index 69308e1f..d6821599 100644 --- a/package-lock.json +++ b/package-lock.json @@ -863,6 +863,10 @@ "resolved": "src/puppeteer", "link": true }, + "node_modules/@modelcontextprotocol/server-redis": { + "resolved": "src/redis", + "link": true + }, "node_modules/@modelcontextprotocol/server-sequential-thinking": { "resolved": "src/sequentialthinking", "link": true @@ -2053,16 +2057,27 @@ "node": ">= 0.8" } }, - "node_modules/call-bind": { - "version": "1.0.7", - "resolved": "https://registry.npmjs.org/call-bind/-/call-bind-1.0.7.tgz", - "integrity": 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"https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.5.tgz", + "integrity": "sha512-/AuWwMP+YqiPbsJx5D6TfgRTc4kTLjsh5SOcd4bLsfUg2RcEXrFMJl1DGgdHy2aCfsIA/cr/1JM0xcB2GZji8g==", + "license": "ISC", + "peerDependencies": { + "zod": "^3.24.1" + } + }, "src/sequentialthinking": { "name": "@modelcontextprotocol/server-sequential-thinking", "version": "0.6.2", From dbd61f78ddb1385a4cabd976303e846ffe8c2d0a Mon Sep 17 00:00:00 2001 From: Ali Raza <77957290+aliraza1231@users.noreply.github.com> Date: Tue, 25 Mar 2025 09:59:02 +0500 Subject: [PATCH 30/63] Update README.md Added APIMatic MCP Server in Third-Party Servers. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index af83bccf..36e62fd6 100644 --- a/README.md +++ b/README.md @@ -45,6 +45,7 @@ Official integrations are maintained by companies building production ready MCP - AgentRPC Logo **[AgentRPC](https://github.com/agentrpc/agentrpc)** - Connect to any function, any language, across network boundaries using [AgentRPC](https://www.agentrpc.com/). - Aiven Logo **[Aiven](https://github.com/Aiven-Open/mcp-aiven)** - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services - Apify Logo **[Apify](https://github.com/apify/actors-mcp-server)** - [Actors MCP Server](https://apify.com/apify/actors-mcp-server): Use 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more +- APIMatic Logo **[APIMatic MCP](https://github.com/apimatic/apimatic-validator-mcp)** - APIMatic MCP Server is used to validate OpenAPI specifications using [APIMatic](https://www.apimatic.io/). The server processes OpenAPI files and returns validation summaries by leveraging APIMatic’s API. - Audiense Logo **[Audiense Insights](https://github.com/AudienseCo/mcp-audiense-insights)** - Marketing insights and audience analysis from [Audiense](https://www.audiense.com/products/audiense-insights) reports, covering demographic, cultural, influencer, and content engagement analysis. - Axiom Logo **[Axiom](https://github.com/axiomhq/mcp-server-axiom)** - Query and analyze your Axiom logs, traces, and all other event data in natural language - Bankless Logo **[Bankless Onchain](https://github.com/bankless/onchain-mcp)** - Query Onchain data, like ERC20 tokens, transaction history, smart contract state. From 0b5fab15413360918dcf987de881ee63c0bbca0a Mon Sep 17 00:00:00 2001 From: Bharath <44696641+cb-bharathvaj@users.noreply.github.com> Date: Tue, 25 Mar 2025 11:54:59 +0530 Subject: [PATCH 31/63] Add Chargebee MCP --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index af83bccf..506d13fe 100644 --- a/README.md +++ b/README.md @@ -143,6 +143,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Bitable MCP](https://github.com/lloydzhou/bitable-mcp)** (by lloydzhou) - MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools. - **[Blender](https://github.com/ahujasid/blender-mcp)** (by ahujasid) - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation. - **[CFBD API](https://github.com/lenwood/cfbd-mcp-server)** - An MCP server for the [College Football Data API](https://collegefootballdata.com/). +- **[Chargebee](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol)** - An MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com). - **[ChatMCP](https://github.com/AI-QL/chat-mcp)** – An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by **[AIQL](https://github.com/AI-QL)** - **[ChatSum](https://github.com/mcpso/mcp-server-chatsum)** - Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so) - **[Chroma](https://github.com/privetin/chroma)** - Vector database server for semantic document search and metadata filtering, built on Chroma From 7cd0934408260027c128eb321fd4be3e3653a722 Mon Sep 17 00:00:00 2001 From: Bharath <44696641+cb-bharathvaj@users.noreply.github.com> Date: Tue, 25 Mar 2025 11:58:18 +0530 Subject: [PATCH 32/63] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 506d13fe..be3e2976 100644 --- a/README.md +++ b/README.md @@ -143,7 +143,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Bitable MCP](https://github.com/lloydzhou/bitable-mcp)** (by lloydzhou) - MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools. - **[Blender](https://github.com/ahujasid/blender-mcp)** (by ahujasid) - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation. - **[CFBD API](https://github.com/lenwood/cfbd-mcp-server)** - An MCP server for the [College Football Data API](https://collegefootballdata.com/). -- **[Chargebee](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol)** - An MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com). +- **[Chargebee](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol)** - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com). - **[ChatMCP](https://github.com/AI-QL/chat-mcp)** – An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by **[AIQL](https://github.com/AI-QL)** - **[ChatSum](https://github.com/mcpso/mcp-server-chatsum)** - Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so) - **[Chroma](https://github.com/privetin/chroma)** - Vector database server for semantic document search and metadata filtering, built on Chroma From d0a7ca124dfeb4d4045b6f0aa98f315557c2ebbb Mon Sep 17 00:00:00 2001 From: Ikko Yi <107829999+1kko-ahnlabio@users.noreply.github.com> Date: Tue, 25 Mar 2025 17:05:21 +0900 Subject: [PATCH 33/63] Update README.md ## Description Add BICScan official MCP server github.com/ahnlabio/bicscan-mcp ## Motivation and Context Add to the readme in the section of officially supported MCP servers ## Types of changes [ ] Bug fix (non-breaking change which fixes an issue) [ ] New feature (non-breaking change which adds functionality) [ ] Breaking change (fix or feature that would cause existing functionality to change) [v] Documentation update ## Checklist [v] I have read the MCP Protocol Documentation [v] My changes follows MCP security best practices [v] I have updated the server's README accordingly [v] I have tested this with an LLM client [v] My code follows the repository's style guidelines [v] New and existing tests pass locally [v] I have added appropriate error handling [v] I have documented all environment variables and configuration options ## Additional context --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index af83bccf..673a950f 100644 --- a/README.md +++ b/README.md @@ -48,6 +48,7 @@ Official integrations are maintained by companies building production ready MCP - Audiense Logo **[Audiense Insights](https://github.com/AudienseCo/mcp-audiense-insights)** - Marketing insights and audience analysis from [Audiense](https://www.audiense.com/products/audiense-insights) reports, covering demographic, cultural, influencer, and content engagement analysis. - Axiom Logo **[Axiom](https://github.com/axiomhq/mcp-server-axiom)** - Query and analyze your Axiom logs, traces, and all other event data in natural language - Bankless Logo **[Bankless Onchain](https://github.com/bankless/onchain-mcp)** - Query Onchain data, like ERC20 tokens, transaction history, smart contract state. +- BICScan Logo **[BICScan](https://github.com/ahnlabio/bicscan-mcp)** - Risk score/ asset holdings of EVM blockchain address(EOA, CA, ENS) and even domain names. - Box Logo **[Box](https://github.com/box-community/mcp-server-box)** - Interact with the Intelligent Content Management platform through Box AI. - Browserbase Logo **[Browserbase](https://github.com/browserbase/mcp-server-browserbase)** - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more) - **[Chroma](https://github.com/chroma-core/chroma-mcp)** - Embeddings, vector search, document storage, and full-text search with the open-source AI application database From a97a48b7de4251a292e549baa3e60bee838ead34 Mon Sep 17 00:00:00 2001 From: hygao1024 Date: Tue, 25 Mar 2025 20:28:06 +0800 Subject: [PATCH 34/63] add iflytek workflow mcp server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index af83bccf..2e60a07f 100644 --- a/README.md +++ b/README.md @@ -210,6 +210,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[HubSpot](https://github.com/buryhuang/mcp-hubspot)** - HubSpot CRM integration for managing contacts and companies. Create and retrieve CRM data directly through Claude chat. - **[HuggingFace Spaces](https://github.com/evalstate/mcp-hfspace)** - Server for using HuggingFace Spaces, supporting Open Source Image, Audio, Text Models and more. Claude Desktop mode for easy integration. - **[Hyperliquid](https://github.com/mektigboy/server-hyperliquid)** - An MCP server implementation that integrates the Hyperliquid SDK for exchange data. +- **[iFlytek Workflow](https://github.com/iflytek/ifly-workflow-mcp-server)** - Connect to iFlytek Workflow via the MCP server and run your own Agent. - **[Image Generation](https://github.com/GongRzhe/Image-Generation-MCP-Server)** - This MCP server provides image generation capabilities using the Replicate Flux model. - **[InfluxDB](https://github.com/idoru/influxdb-mcp-server)** - Run queries against InfluxDB OSS API v2. - **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles From 208304f1ad52edd071734cb44c24907a73f1a0ab Mon Sep 17 00:00:00 2001 From: Vita Stejskal Date: Tue, 25 Mar 2025 15:45:05 +0100 Subject: [PATCH 35/63] add Keboola MCP Server to the list of third party servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index af83bccf..74e705e6 100644 --- a/README.md +++ b/README.md @@ -79,6 +79,7 @@ Official integrations are maintained by companies building production ready MCP - Integration App Icon **[Integration App](https://github.com/integration-app/mcp-server)** - Interact with any other SaaS applications on behalf of your customers. - **[JetBrains](https://github.com/JetBrains/mcp-jetbrains)** – Work on your code with JetBrains IDEs - Kagi Logo **[Kagi Search](https://github.com/kagisearch/kagimcp)** - Search the web using Kagi's search API +- Keboola Connection Logo **[Keboola](https://github.com/keboola/keboola-mcp-server)** - Build robust data workflows, integrations, and analytics on a single intuitive platform. - Logfire Logo **[Logfire](https://github.com/pydantic/logfire-mcp)** - Provides access to OpenTelemetry traces and metrics through Logfire. - Langfuse Logo **[Langfuse Prompt Management](https://github.com/langfuse/mcp-server-langfuse)** - Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts. - Lingo.dev Logo **[Lingo.dev](https://github.com/lingodotdev/lingo.dev/blob/main/mcp.md)** - Make your AI agent speak every language on the planet, using [Lingo.dev](https://lingo.dev) Localization Engine. From c5091ac1c39dfe568f2e63b76f19b0c4ff851e7a Mon Sep 17 00:00:00 2001 From: Bharath <44696641+cb-bharathvaj@users.noreply.github.com> Date: Wed, 26 Mar 2025 09:56:12 +0530 Subject: [PATCH 36/63] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 378e21ad..5f68f86f 100644 --- a/README.md +++ b/README.md @@ -50,6 +50,7 @@ Official integrations are maintained by companies building production ready MCP - Bankless Logo **[Bankless Onchain](https://github.com/bankless/onchain-mcp)** - Query Onchain data, like ERC20 tokens, transaction history, smart contract state. - Box Logo **[Box](https://github.com/box-community/mcp-server-box)** - Interact with the Intelligent Content Management platform through Box AI. - Browserbase Logo **[Browserbase](https://github.com/browserbase/mcp-server-browserbase)** - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more) +- **[Chargebee](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol)** - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com). - **[Chroma](https://github.com/chroma-core/chroma-mcp)** - Embeddings, vector search, document storage, and full-text search with the open-source AI application database - Chronulus AI Logo **[Chronulus AI](https://github.com/ChronulusAI/chronulus-mcp)** - Predict anything with Chronulus AI forecasting and prediction agents. - ClickHouse Logo **[ClickHouse](https://github.com/ClickHouse/mcp-clickhouse)** - Query your [ClickHouse](https://clickhouse.com/) database server. @@ -144,7 +145,6 @@ A growing set of community-developed and maintained servers demonstrates various - **[Bitable MCP](https://github.com/lloydzhou/bitable-mcp)** (by lloydzhou) - MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools. - **[Blender](https://github.com/ahujasid/blender-mcp)** (by ahujasid) - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation. - **[CFBD API](https://github.com/lenwood/cfbd-mcp-server)** - An MCP server for the [College Football Data API](https://collegefootballdata.com/). -- **[Chargebee](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol)** - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com). - **[ChatMCP](https://github.com/AI-QL/chat-mcp)** – An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by **[AIQL](https://github.com/AI-QL)** - **[ChatSum](https://github.com/mcpso/mcp-server-chatsum)** - Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so) - **[Chroma](https://github.com/privetin/chroma)** - Vector database server for semantic document search and metadata filtering, built on Chroma From b5aaf6aac016a5bdbf5b808b6563cf17e979d492 Mon Sep 17 00:00:00 2001 From: Vita Stejskal Date: Wed, 26 Mar 2025 09:01:20 +0100 Subject: [PATCH 37/63] update Keboola logo --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 74e705e6..66da19ee 100644 --- a/README.md +++ b/README.md @@ -79,7 +79,7 @@ Official integrations are maintained by companies building production ready MCP - Integration App Icon **[Integration App](https://github.com/integration-app/mcp-server)** - Interact with any other SaaS applications on behalf of your customers. - **[JetBrains](https://github.com/JetBrains/mcp-jetbrains)** – Work on your code with JetBrains IDEs - Kagi Logo **[Kagi Search](https://github.com/kagisearch/kagimcp)** - Search the web using Kagi's search API -- Keboola Connection Logo **[Keboola](https://github.com/keboola/keboola-mcp-server)** - Build robust data workflows, integrations, and analytics on a single intuitive platform. +- Keboola Logo **[Keboola](https://github.com/keboola/keboola-mcp-server)** - Build robust data workflows, integrations, and analytics on a single intuitive platform. - Logfire Logo **[Logfire](https://github.com/pydantic/logfire-mcp)** - Provides access to OpenTelemetry traces and metrics through Logfire. - Langfuse Logo **[Langfuse Prompt Management](https://github.com/langfuse/mcp-server-langfuse)** - Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts. - Lingo.dev Logo **[Lingo.dev](https://github.com/lingodotdev/lingo.dev/blob/main/mcp.md)** - Make your AI agent speak every language on the planet, using [Lingo.dev](https://lingo.dev) Localization Engine. From 0d62eac7090c6a3ec3b3427c4bd89c93c0afa2eb Mon Sep 17 00:00:00 2001 From: prodrigues Date: Wed, 26 Mar 2025 12:34:29 +0000 Subject: [PATCH 38/63] Add SingleStore MCP server to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 42bd6c2c..db7fbd7f 100644 --- a/README.md +++ b/README.md @@ -102,6 +102,7 @@ Official integrations are maintained by companies building production ready MCP - [Search1API](https://github.com/fatwang2/search1api-mcp) - One API for Search, Crawling, and Sitemaps - ScreenshotOne Logo **[ScreenshotOne](https://github.com/screenshotone/mcp/)** - Render website screenshots with [ScreenshotOne](https://screenshotone.com/) - Semgrep Logo **[Semgrep](https://github.com/semgrep/mcp)** - Enable AI agents to secure code with [Semgrep](https://semgrep.dev/). +- **[SingleStore](https://github.com/singlestore-labs/mcp-server-singlestore)** - Interact with the SingleStore database platform - StarRocks Logo **[StarRocks](https://github.com/StarRocks/mcp-server-starrocks)** - Interact with [StarRocks](https://www.starrocks.io/) - Stripe Logo **[Stripe](https://github.com/stripe/agent-toolkit)** - Interact with Stripe API - Tavily Logo **[Tavily](https://github.com/tavily-ai/tavily-mcp)** - Search engine for AI agents (search + extract) powered by [Tavily](https://tavily.com/) From 2788ca4558bd36f068680ad9ddd2521b0a6c5507 Mon Sep 17 00:00:00 2001 From: Ola Hungerford Date: Wed, 26 Mar 2025 08:15:52 -0700 Subject: [PATCH 39/63] Remove invalid submodule reference to src/mssql-mcp --- src/mssql-mcp | 1 - 1 file changed, 1 deletion(-) delete mode 160000 src/mssql-mcp diff --git a/src/mssql-mcp b/src/mssql-mcp deleted file mode 160000 index 479553d8..00000000 --- a/src/mssql-mcp +++ /dev/null @@ -1 +0,0 @@ -Subproject commit 479553d86acb7b495106d05a93a7b4ce417b4a73 From 0490e08253541371d83dab33c8ee93e7c0c5cab1 Mon Sep 17 00:00:00 2001 From: Wilhelm Klopp Date: Wed, 26 Mar 2025 18:52:33 +0000 Subject: [PATCH 40/63] Fix typo in mcp_server_fetch --- src/fetch/src/mcp_server_fetch/server.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/fetch/src/mcp_server_fetch/server.py b/src/fetch/src/mcp_server_fetch/server.py index 775d79c8..b09a347c 100644 --- a/src/fetch/src/mcp_server_fetch/server.py +++ b/src/fetch/src/mcp_server_fetch/server.py @@ -173,7 +173,7 @@ class Fetch(BaseModel): bool, Field( default=False, - description="Get the actual HTML content if the requested page, without simplification.", + description="Get the actual HTML content of the requested page, without simplification.", ), ] From 2ab3c79028dfd854c526e7bb055e26a265c9a44f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E6=BE=84=E6=BD=AD?= Date: Thu, 27 Mar 2025 07:24:11 +0800 Subject: [PATCH 41/63] Update README.md Co-authored-by: Tadas Antanavicius --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 0a242489..45e19ac2 100644 --- a/README.md +++ b/README.md @@ -343,7 +343,7 @@ These are high-level frameworks that make it easier to build MCP servers or clie - **[FastAPI to MCP auto generator](https://github.com/tadata-org/fastapi_mcp)** – A zero-configuration tool for automatically exposing FastAPI endpoints as MCP tools by **[Tadata](https://tadata.com/)** * **[FastMCP](https://github.com/punkpeye/fastmcp)** (TypeScript) * **[Foxy Contexts](https://github.com/strowk/foxy-contexts)** – A library to build MCP servers in Golang by **[strowk](https://github.com/strowk)** -* **[Higress MCP Server Hosting](https://github.com/alibaba/higress/tree/main/plugins/wasm-go/mcp-servers)** - A solution for hosting MCP Servers by extending the API Gateway(based on Envoy) with wasm plugins. +* **[Higress MCP Server Hosting](https://github.com/alibaba/higress/tree/main/plugins/wasm-go/mcp-servers)** - A solution for hosting MCP Servers by extending the API Gateway (based on Envoy) with wasm plugins. * **[MCP-Framework](https://mcp-framework.com)** Build MCP servers with elegance and speed in Typescript. Comes with a CLI to create your project with `mcp create app`. Get started with your first server in under 5 minutes by **[Alex Andru](https://github.com/QuantGeekDev)** * **[Quarkus MCP Server SDK](https://github.com/quarkiverse/quarkus-mcp-server)** (Java) * **[Template MCP Server](https://github.com/mcpdotdirect/template-mcp-server)** - A CLI tool to create a new Model Context Protocol server project with TypeScript support, dual transport options, and an extensible structure From f7885220ac61c9f443d076fbd09ea50ebf03cc53 Mon Sep 17 00:00:00 2001 From: Tadas Antanavicius <3900899+tadasant@users.noreply.github.com> Date: Thu, 27 Mar 2025 14:19:18 -0700 Subject: [PATCH 42/63] Fix git --- src/git/uv.lock | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/git/uv.lock b/src/git/uv.lock index a9fba889..2a1af133 100644 --- a/src/git/uv.lock +++ b/src/git/uv.lock @@ -165,9 +165,9 @@ dependencies = [ { name = "sse-starlette" }, { name = "starlette" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/97/de/a9ec0a1b6439f90ea59f89004bb2e7ec6890dfaeef809751d9e6577dca7e/mcp-1.0.0.tar.gz", hash = "sha256:dba51ce0b5c6a80e25576f606760c49a91ee90210fed805b530ca165d3bbc9b7", size = 82891 } +sdist = { url = "https://files.pythonhosted.org/packages/77/f2/067b1fc114e8d3ae4af02fc4f4ed8971a2c4900362d976fabe0f4e9a3418/mcp-1.1.0.tar.gz", hash = "sha256:e3c8d6df93a4de90230ea944dd667730744a3cd91a4cc0ee66a5acd53419e100", size = 83802 } wheels = [ - { url = "https://files.pythonhosted.org/packages/56/89/900c0c8445ec001d3725e475fc553b0feb2e8a51be018f3bb7de51e683db/mcp-1.0.0-py3-none-any.whl", hash = "sha256:bbe70ffa3341cd4da78b5eb504958355c68381fb29971471cea1e642a2af5b8a", size = 36361 }, + { url = "https://files.pythonhosted.org/packages/b9/3e/aef19ac08a6f9a347c086c4e628c2f7329659828cbe92ffd524ec2aac833/mcp-1.1.0-py3-none-any.whl", hash = "sha256:44aa4d2e541f0924d6c344aa7f96b427a6ee1df2fab70b5f9ae2f8777b3f05f2", size = 36576 }, ] [[package]] From 14b7e320ffbb0198b344f0d27cea67deda62ef94 Mon Sep 17 00:00:00 2001 From: Tal Peretz Date: Thu, 27 Mar 2025 16:52:02 -0700 Subject: [PATCH 43/63] Add Zapier integration to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 809e5af1..b0cc79dc 100644 --- a/README.md +++ b/README.md @@ -119,6 +119,7 @@ Official integrations are maintained by companies building production ready MCP - Verodat Logo **[Verodat](https://github.com/Verodat/verodat-mcp-server)** - Interact with Verodat AI Ready Data platform - VeyraX Logo **[VeyraX](https://github.com/VeyraX/veyrax-mcp)** - Single tool to control all 100+ API integrations, and UI components - Xero Logo **[Xero](https://github.com/XeroAPI/xero-mcp-server)** - Interact with the accounting data in your business using our official MCP server +- Zapier Logo **[Zapier](https://zapier.com/mcp)** - Connect your AI Agents to 8,000 apps instantly. - **[ZenML](https://github.com/zenml-io/mcp-zenml)** - Interact with your MLOps and LLMOps pipelines through your [ZenML](https://www.zenml.io) MCP server ### 🌎 Community Servers From e37940b7bc541b1427ac7ec908e31f1bfaa19159 Mon Sep 17 00:00:00 2001 From: Dennis Zhuang Date: Fri, 28 Mar 2025 14:12:34 +0800 Subject: [PATCH 44/63] Add GreptimeDB mcp server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b0cc79dc..1ebd7d52 100644 --- a/README.md +++ b/README.md @@ -73,6 +73,7 @@ Official integrations are maintained by companies building production ready MCP - gotoHuman Logo **[gotoHuman](https://github.com/gotohuman/gotohuman-mcp-server)** - Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your [gotoHuman](https://www.gotohuman.com) inbox. - Grafana Logo **[Grafana](https://github.com/grafana/mcp-grafana)** - Search dashboards, investigate incidents and query datasources in your Grafana instance - Graphlit Logo **[Graphlit](https://github.com/graphlit/graphlit-mcp-server)** - Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable [Graphlit](https://www.graphlit.com) project. +- Greptime Logo **[GreptimeDB](https://github.com/GreptimeTeam/greptimedb-mcp-server)** - Provides AI assistants with a secure and structured way to explore and analyze data in [GreptimeDB](https://github.com/GreptimeTeam/greptimedb). - Hologres Logo **[Hologres](https://github.com/aliyun/alibabacloud-hologres-mcp-server)** - Connect to a [Hologres](https://www.alibabacloud.com/en/product/hologres) instance, get table metadata, query and analyze data. - Hyperbrowsers23 Logo **[Hyperbrowser](https://github.com/hyperbrowserai/mcp)** - [Hyperbrowser](https://www.hyperbrowser.ai/) is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation. - **[IBM wxflows](https://github.com/IBM/wxflows/tree/main/examples/mcp/javascript)** - Tool platform by IBM to build, test and deploy tools for any data source From a93093a1f8e914f8ee8b5be59fa5799ce5f6749a Mon Sep 17 00:00:00 2001 From: wolvever Date: Sat, 29 Mar 2025 22:00:15 +0800 Subject: [PATCH 45/63] Update README.md community server / baidu ai search github url Update github url of Baidu AI Search --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a5559e9b..0061f6f3 100644 --- a/README.md +++ b/README.md @@ -146,7 +146,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[AWS Resources Operations](https://github.com/baryhuang/mcp-server-aws-resources-python)** - Run generated python code to securely query or modify any AWS resources supported by boto3. - **[AWS S3](https://github.com/aws-samples/sample-mcp-server-s3)** - A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents. - **[Azure ADX](https://github.com/pab1it0/adx-mcp-server)** - Query and analyze Azure Data Explorer databases. -- **[Baidu AI Search](https://github.com/baidubce/app-builder/tree/master/python/mcp/ai_search)** - Web search with Baidu Cloud's AI Search +- **[Baidu AI Search](https://github.com/baidubce/app-builder/tree/master/python/mcp_server/ai_search)** - Web search with Baidu Cloud's AI Search - **[Azure DevOps](https://github.com/Vortiago/mcp-azure-devops)** - An MCP server that provides a bridge to Azure DevOps services, enabling AI assistants to query and manage work items. - **[Base Free USDC Transfer](https://github.com/magnetai/mcp-free-usdc-transfer)** - Send USDC on [Base](https://base.org) for free using Claude AI! Built with [Coinbase CDP](https://docs.cdp.coinbase.com/mpc-wallet/docs/welcome). * **[Basic Memory](https://github.com/basicmachines-co/basic-memory)** - Local-first knowledge management system that builds a semantic graph from Markdown files, enabling persistent memory across conversations with LLMs. From 4f93f82009d1e2c0d8e852b34f3295fee84bd97e Mon Sep 17 00:00:00 2001 From: AB498 Date: Sun, 30 Mar 2025 04:13:59 +0600 Subject: [PATCH 46/63] reviewed: fix: detached frame error & feature: Puppeteer launch arguments support --- src/puppeteer/README.md | 41 +++++++++++++++++- src/puppeteer/index.ts | 92 ++++++++++++++++++++++++++++++++++++----- 2 files changed, 120 insertions(+), 13 deletions(-) diff --git a/src/puppeteer/README.md b/src/puppeteer/README.md index 7c7e8160..794cfdf1 100644 --- a/src/puppeteer/README.md +++ b/src/puppeteer/README.md @@ -8,7 +8,10 @@ A Model Context Protocol server that provides browser automation capabilities us - **puppeteer_navigate** - Navigate to any URL in the browser - - Input: `url` (string) + - Inputs: + - `url` (string, required): URL to navigate to + - `launchOptions` (object, optional): PuppeteerJS LaunchOptions. Default null. If changed and not null, browser restarts. Example: `{ headless: true, args: ['--user-data-dir="C:/Data"'] }` + - `allowDangerous` (boolean, optional): Allow dangerous LaunchOptions that reduce security. When false, dangerous args like `--no-sandbox`, `--disable-web-security` will throw errors. Default false. - **puppeteer_screenshot** - Capture screenshots of the entire page or specific elements @@ -61,6 +64,7 @@ The server provides access to two types of resources: - Screenshot capabilities - JavaScript execution - Basic web interaction (navigation, clicking, form filling) +- Customizable Puppeteer launch options ## Configuration to use Puppeteer Server Here's the Claude Desktop configuration to use the Puppeter server: @@ -93,6 +97,39 @@ Here's the Claude Desktop configuration to use the Puppeter server: } ``` +### Launch Options + +You can customize Puppeteer's browser behavior in two ways: + +1. **Environment Variable**: Set `PUPPETEER_LAUNCH_OPTIONS` with a JSON-encoded string in the MCP configuration's `env` parameter: + + ```json + { + "mcpServers": { + "mcp-puppeteer": { + "command": "npx", + "args": ["-y", "@modelcontextprotocol/server-puppeteer"] + "env": { + "PUPPETEER_LAUNCH_OPTIONS": "{ \"headless\": false, \"executablePath\": \"C:/Program Files/Google/Chrome/Application/chrome.exe\", \"args\": [] }", + "ALLOW_DANGEROUS": "true" + } + } + } + } + ``` + +2. **Tool Call Arguments**: Pass `launchOptions` and `allowDangerous` parameters to the `puppeteer_navigate` tool: + + ```json + { + "url": "https://example.com", + "launchOptions": { + "headless": false, + "defaultViewport": {"width": 1280, "height": 720} + } + } + ``` + ## Build Docker build: @@ -103,4 +140,4 @@ docker build -t mcp/puppeteer -f src/puppeteer/Dockerfile . ## License -This MCP server is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please see the LICENSE file in the project repository. +This MCP server is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please see the LICENSE file in the project repository. \ No newline at end of file diff --git a/src/puppeteer/index.ts b/src/puppeteer/index.ts index fda97164..1bee5220 100644 --- a/src/puppeteer/index.ts +++ b/src/puppeteer/index.ts @@ -22,7 +22,9 @@ const TOOLS: Tool[] = [ inputSchema: { type: "object", properties: { - url: { type: "string" }, + url: { type: "string", description: "URL to navigate to" }, + launchOptions: { type: "object", description: "PuppeteerJS LaunchOptions. Default null. If changed and not null, browser restarts. Example: { headless: true, args: ['--no-sandbox'] }" }, + allowDangerous: { type: "boolean", description: "Allow dangerous LaunchOptions that reduce security. When false, dangerous args like --no-sandbox will throw errors. Default false." }, }, required: ["url"], }, @@ -101,16 +103,65 @@ const TOOLS: Tool[] = [ ]; // Global state -let browser: Browser | undefined; -let page: Page | undefined; +let browser: Browser | null; +let page: Page | null; const consoleLogs: string[] = []; const screenshots = new Map(); +let previousLaunchOptions: any = null; + +async function ensureBrowser({ launchOptions, allowDangerous }: any) { + + const DANGEROUS_ARGS = [ + '--no-sandbox', + '--disable-setuid-sandbox', + '--single-process', + '--disable-web-security', + '--ignore-certificate-errors', + '--disable-features=IsolateOrigins', + '--disable-site-isolation-trials', + '--allow-running-insecure-content' + ]; + + // Parse environment config safely + let envConfig = {}; + try { + envConfig = JSON.parse(process.env.PUPPETEER_LAUNCH_OPTIONS || '{}'); + } catch (error: any) { + console.warn('Failed to parse PUPPETEER_LAUNCH_OPTIONS:', error?.message || error); + } + + // Deep merge environment config with user-provided options + const mergedConfig = deepMerge(envConfig, launchOptions || {}); + + // Security validation for merged config + if (mergedConfig?.args) { + const dangerousArgs = mergedConfig.args?.filter?.((arg: string) => DANGEROUS_ARGS.some((dangerousArg: string) => arg.startsWith(dangerousArg))); + if (dangerousArgs?.length > 0 && !(allowDangerous || (process.env.ALLOW_DANGEROUS === 'true'))) { + throw new Error(`Dangerous browser arguments detected: ${dangerousArgs.join(', ')}. Fround from environment variable and tool call argument. ` + + 'Set allowDangerous: true in the tool call arguments to override.'); + } + } + + try { + if ((browser && !browser.connected) || + (launchOptions && (JSON.stringify(launchOptions) != JSON.stringify(previousLaunchOptions)))) { + await browser?.close(); + browser = null; + } + } + catch (error) { + browser = null; + } + + previousLaunchOptions = launchOptions; -async function ensureBrowser() { if (!browser) { const npx_args = { headless: false } const docker_args = { headless: true, args: ["--no-sandbox", "--single-process", "--no-zygote"] } - browser = await puppeteer.launch(process.env.DOCKER_CONTAINER ? docker_args : npx_args); + browser = await puppeteer.launch(deepMerge( + process.env.DOCKER_CONTAINER ? docker_args : npx_args, + mergedConfig + )); const pages = await browser.pages(); page = pages[0]; @@ -126,6 +177,25 @@ async function ensureBrowser() { return page!; } +// Deep merge utility function +function deepMerge(target: any, source: any): any { + const output = Object.assign({}, target); + if (typeof target !== 'object' || typeof source !== 'object') return source; + + for (const key of Object.keys(source)) { + const targetVal = target[key]; + const sourceVal = source[key]; + if (Array.isArray(targetVal) && Array.isArray(sourceVal)) { + output[key] = [...targetVal, ...sourceVal]; + } else if (sourceVal instanceof Object && key in target) { + output[key] = deepMerge(targetVal, sourceVal); + } else { + output[key] = sourceVal; + } + } + return output; +} + declare global { interface Window { mcpHelper: { @@ -136,7 +206,7 @@ declare global { } async function handleToolCall(name: string, args: any): Promise { - const page = await ensureBrowser(); + const page = await ensureBrowser(args); switch (name) { case "puppeteer_navigate": @@ -285,15 +355,15 @@ async function handleToolCall(name: string, args: any): Promise window.mcpHelper.logs.push(`[${method}] ${args.join(' ')}`); (window.mcpHelper.originalConsole as any)[method](...args); }; - } ); - } ); + }); + }); - const result = await page.evaluate( args.script ); + const result = await page.evaluate(args.script); const logs = await page.evaluate(() => { Object.assign(console, window.mcpHelper.originalConsole); const logs = window.mcpHelper.logs; - delete ( window as any).mcpHelper; + delete (window as any).mcpHelper; return logs; }); @@ -405,4 +475,4 @@ runServer().catch(console.error); process.stdin.on("close", () => { console.error("Puppeteer MCP Server closed"); server.close(); -}); +}); \ No newline at end of file From 94029e6252fe8c8f78480fb90811fd2a24fd52e2 Mon Sep 17 00:00:00 2001 From: AB498 Date: Sun, 30 Mar 2025 13:24:43 +0600 Subject: [PATCH 47/63] puppeteer server: deduplication of launch option args --- src/puppeteer/index.ts | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/src/puppeteer/index.ts b/src/puppeteer/index.ts index 1bee5220..1849c783 100644 --- a/src/puppeteer/index.ts +++ b/src/puppeteer/index.ts @@ -186,7 +186,13 @@ function deepMerge(target: any, source: any): any { const targetVal = target[key]; const sourceVal = source[key]; if (Array.isArray(targetVal) && Array.isArray(sourceVal)) { - output[key] = [...targetVal, ...sourceVal]; + // Deduplicate args/ignoreDefaultArgs, prefer source values + output[key] = [...new Set([ + ...(key === 'args' || key === 'ignoreDefaultArgs' ? + targetVal.filter((arg: string) => !sourceVal.some((launchArg: string) => arg.startsWith('--') && launchArg.startsWith(arg.split('=')[0]))) : + targetVal), + ...sourceVal + ])]; } else if (sourceVal instanceof Object && key in target) { output[key] = deepMerge(targetVal, sourceVal); } else { From 9a4d513724b4fbe638ca24f6f86e6fc3ca373e89 Mon Sep 17 00:00:00 2001 From: shiquda Date: Sun, 30 Mar 2025 22:33:51 +0800 Subject: [PATCH 48/63] fix(fetch): specify httpx<0.28 to resolve proxy problem - AsyncClient.__init__() got an unexpected keyword argument 'proxies' --- src/fetch/pyproject.toml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/fetch/pyproject.toml b/src/fetch/pyproject.toml index ed76fdcd..bbee516a 100644 --- a/src/fetch/pyproject.toml +++ b/src/fetch/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "mcp-server-fetch" -version = "0.6.2" +version = "0.6.3" description = "A Model Context Protocol server providing tools to fetch and convert web content for usage by LLMs" readme = "README.md" requires-python = ">=3.10" @@ -16,6 +16,7 @@ classifiers = [ "Programming Language :: Python :: 3.10", ] dependencies = [ + "httpx<0.28", "markdownify>=0.13.1", "mcp>=1.1.3", "protego>=0.3.1", From d4ddfad7048fa71e4cd052403c0fa5baa5677205 Mon Sep 17 00:00:00 2001 From: mac Date: Sun, 30 Mar 2025 11:27:36 -0700 Subject: [PATCH 49/63] chore: alphabetic sort --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index ab2537da..2b3c22c2 100644 --- a/README.md +++ b/README.md @@ -155,8 +155,8 @@ A growing set of community-developed and maintained servers demonstrates various - **[Bing Web Search API](https://github.com/leehanchung/bing-search-mcp)** (by hanchunglee) - Server implementation for Microsoft Bing Web Search API. - **[Bitable MCP](https://github.com/lloydzhou/bitable-mcp)** (by lloydzhou) - MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools. - **[Blender](https://github.com/ahujasid/blender-mcp)** (by ahujasid) - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation. +- **[browser-use]((https://github.com/co-browser/browser-use-mcp-server)** (by co-browser) browser-use SSE MCP server with dockerized playwright + chromium + vnc. - **[Bsc-mcp](https://github.com/TermiX-official/bsc-mcp)** The first MCP server that serves as the bridge between AI and BNB Chain, enabling AI agents to execute complex on-chain operations through seamless integration with the BNB Chain, including transfer, swap, launch, security check on any token and even more. -- **[browser-use]((https://github.com/co-browser/browser-use-mcp-server)** (by co-browser) browser-use SSE MCP server with dockerized playwright + chromium + vnc - **[Calculator](https://github.com/githejie/mcp-server-calculator)** - This server enables LLMs to use calculator for precise numerical calculations. - **[CFBD API](https://github.com/lenwood/cfbd-mcp-server)** - An MCP server for the [College Football Data API](https://collegefootballdata.com/). - **[ChatMCP](https://github.com/AI-QL/chat-mcp)** – An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by **[AIQL](https://github.com/AI-QL)** From f6513a9c3eb12204600d48374cc7a4b76242f06b Mon Sep 17 00:00:00 2001 From: mac Date: Sun, 30 Mar 2025 11:32:41 -0700 Subject: [PATCH 50/63] chore: fix formatting and description --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 2b3c22c2..f2ca2349 100644 --- a/README.md +++ b/README.md @@ -155,7 +155,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Bing Web Search API](https://github.com/leehanchung/bing-search-mcp)** (by hanchunglee) - Server implementation for Microsoft Bing Web Search API. - **[Bitable MCP](https://github.com/lloydzhou/bitable-mcp)** (by lloydzhou) - MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools. - **[Blender](https://github.com/ahujasid/blender-mcp)** (by ahujasid) - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation. -- **[browser-use]((https://github.com/co-browser/browser-use-mcp-server)** (by co-browser) browser-use SSE MCP server with dockerized playwright + chromium + vnc. +- **[browser-use]((https://github.com/co-browser/browser-use-mcp-server)** (by co-browser) - browser-use MCP server with dockerized playwright + chromium + vnc. supports stdio & resumable http. - **[Bsc-mcp](https://github.com/TermiX-official/bsc-mcp)** The first MCP server that serves as the bridge between AI and BNB Chain, enabling AI agents to execute complex on-chain operations through seamless integration with the BNB Chain, including transfer, swap, launch, security check on any token and even more. - **[Calculator](https://github.com/githejie/mcp-server-calculator)** - This server enables LLMs to use calculator for precise numerical calculations. - **[CFBD API](https://github.com/lenwood/cfbd-mcp-server)** - An MCP server for the [College Football Data API](https://collegefootballdata.com/). From 9fd9c23f18a0a562eff4c7d87e67e799b0ddb608 Mon Sep 17 00:00:00 2001 From: mac Date: Sun, 30 Mar 2025 11:33:31 -0700 Subject: [PATCH 51/63] chore: more fmt --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index f2ca2349..8691f5d3 100644 --- a/README.md +++ b/README.md @@ -155,7 +155,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Bing Web Search API](https://github.com/leehanchung/bing-search-mcp)** (by hanchunglee) - Server implementation for Microsoft Bing Web Search API. - **[Bitable MCP](https://github.com/lloydzhou/bitable-mcp)** (by lloydzhou) - MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools. - **[Blender](https://github.com/ahujasid/blender-mcp)** (by ahujasid) - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation. -- **[browser-use]((https://github.com/co-browser/browser-use-mcp-server)** (by co-browser) - browser-use MCP server with dockerized playwright + chromium + vnc. supports stdio & resumable http. +- **[browser-use](https://github.com/co-browser/browser-use-mcp-server)** (by co-browser) - browser-use MCP server with dockerized playwright + chromium + vnc. supports stdio & resumable http. - **[Bsc-mcp](https://github.com/TermiX-official/bsc-mcp)** The first MCP server that serves as the bridge between AI and BNB Chain, enabling AI agents to execute complex on-chain operations through seamless integration with the BNB Chain, including transfer, swap, launch, security check on any token and even more. - **[Calculator](https://github.com/githejie/mcp-server-calculator)** - This server enables LLMs to use calculator for precise numerical calculations. - **[CFBD API](https://github.com/lenwood/cfbd-mcp-server)** - An MCP server for the [College Football Data API](https://collegefootballdata.com/). From d9dea56279bf4ae6e9656a9222481bedebc71c99 Mon Sep 17 00:00:00 2001 From: Kris Muhi Date: Sun, 30 Mar 2025 22:53:46 +0200 Subject: [PATCH 52/63] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1ebd7d52..bf176faa 100644 --- a/README.md +++ b/README.md @@ -266,6 +266,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Markdownify](https://github.com/zcaceres/mcp-markdownify-server)** - MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more) - **[Mindmap](https://github.com/YuChenSSR/mindmap-mcp-server)** (by YuChenSSR) - A server that generates mindmaps from input containing markdown code. - **[Minima](https://github.com/dmayboroda/minima)** - MCP server for RAG on local files +- **[Mobile MCP](https://github.com/mobile-next/mobile-mcp)** - This MCP server helps with Mobile(iOS/Android) automation, app scraping and development using physical or simulator/emulator devices. - **[MongoDB](https://github.com/kiliczsh/mcp-mongo-server)** - A Model Context Protocol Server for MongoDB. - **[MongoDB Lens](https://github.com/furey/mongodb-lens)** - Full Featured MCP Server for MongoDB Databases. - **[Monday.com](https://github.com/sakce/mcp-server-monday)** - MCP Server to interact with Monday.com boards and items. From 6d640483cb3bb3b9220d3f5f633b52f9ab1d0a41 Mon Sep 17 00:00:00 2001 From: Kris Muhi Date: Sun, 30 Mar 2025 22:55:33 +0200 Subject: [PATCH 53/63] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index bf176faa..d745202c 100644 --- a/README.md +++ b/README.md @@ -266,7 +266,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Markdownify](https://github.com/zcaceres/mcp-markdownify-server)** - MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more) - **[Mindmap](https://github.com/YuChenSSR/mindmap-mcp-server)** (by YuChenSSR) - A server that generates mindmaps from input containing markdown code. - **[Minima](https://github.com/dmayboroda/minima)** - MCP server for RAG on local files -- **[Mobile MCP](https://github.com/mobile-next/mobile-mcp)** - This MCP server helps with Mobile(iOS/Android) automation, app scraping and development using physical or simulator/emulator devices. +- **[Mobile MCP](https://github.com/mobile-next/mobile-mcp)** (by Mobile Next) - MCP server for Mobile(iOS/Android) automation, app scraping and development using physical devices or simulators/emulators. - **[MongoDB](https://github.com/kiliczsh/mcp-mongo-server)** - A Model Context Protocol Server for MongoDB. - **[MongoDB Lens](https://github.com/furey/mongodb-lens)** - Full Featured MCP Server for MongoDB Databases. - **[Monday.com](https://github.com/sakce/mcp-server-monday)** - MCP Server to interact with Monday.com boards and items. From 2b801b6353df88f877b1e59aa8d192362f52adc4 Mon Sep 17 00:00:00 2001 From: wolvever Date: Mon, 31 Mar 2025 09:21:02 +0800 Subject: [PATCH 54/63] Update README.md Adjust list order --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 0061f6f3..0b1cba59 100644 --- a/README.md +++ b/README.md @@ -146,8 +146,8 @@ A growing set of community-developed and maintained servers demonstrates various - **[AWS Resources Operations](https://github.com/baryhuang/mcp-server-aws-resources-python)** - Run generated python code to securely query or modify any AWS resources supported by boto3. - **[AWS S3](https://github.com/aws-samples/sample-mcp-server-s3)** - A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents. - **[Azure ADX](https://github.com/pab1it0/adx-mcp-server)** - Query and analyze Azure Data Explorer databases. -- **[Baidu AI Search](https://github.com/baidubce/app-builder/tree/master/python/mcp_server/ai_search)** - Web search with Baidu Cloud's AI Search - **[Azure DevOps](https://github.com/Vortiago/mcp-azure-devops)** - An MCP server that provides a bridge to Azure DevOps services, enabling AI assistants to query and manage work items. +- **[Baidu AI Search](https://github.com/baidubce/app-builder/tree/master/python/mcp_server/ai_search)** - Web search with Baidu Cloud's AI Search - **[Base Free USDC Transfer](https://github.com/magnetai/mcp-free-usdc-transfer)** - Send USDC on [Base](https://base.org) for free using Claude AI! Built with [Coinbase CDP](https://docs.cdp.coinbase.com/mpc-wallet/docs/welcome). * **[Basic Memory](https://github.com/basicmachines-co/basic-memory)** - Local-first knowledge management system that builds a semantic graph from Markdown files, enabling persistent memory across conversations with LLMs. - **[BigQuery](https://github.com/LucasHild/mcp-server-bigquery)** (by LucasHild) - This server enables LLMs to inspect database schemas and execute queries on BigQuery. From 6279021d60e247551c314a3e092056ded90fbb08 Mon Sep 17 00:00:00 2001 From: Ola Hungerford Date: Sun, 30 Mar 2025 19:12:53 -0700 Subject: [PATCH 55/63] Make changes to typescript to trigger new tag --- src/memory/index.ts | 2 +- src/redis/src/index.ts | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/src/memory/index.ts b/src/memory/index.ts index 62f7aeb6..a3fcc820 100644 --- a/src/memory/index.ts +++ b/src/memory/index.ts @@ -189,7 +189,7 @@ const knowledgeGraphManager = new KnowledgeGraphManager(); // The server instance and tools exposed to Claude const server = new Server({ name: "memory-server", - version: "1.0.0", + version: "0.6.3", }, { capabilities: { tools: {}, diff --git a/src/redis/src/index.ts b/src/redis/src/index.ts index 2d88d981..724dd8f0 100644 --- a/src/redis/src/index.ts +++ b/src/redis/src/index.ts @@ -36,7 +36,7 @@ const ListArgumentsSchema = z.object({ const server = new Server( { name: "redis", - version: "1.0.0" + version: "0.0.1" } ); From 29c0e976f862532a993a07553571d73ff1895cf6 Mon Sep 17 00:00:00 2001 From: Ge Li <77590974+GeLi2001@users.noreply.github.com> Date: Sun, 30 Mar 2025 22:04:25 -0700 Subject: [PATCH 56/63] Add TFT-Match-Analyzer mcp server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1ebd7d52..170e572a 100644 --- a/README.md +++ b/README.md @@ -333,6 +333,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Tavily search](https://github.com/RamXX/mcp-tavily)** - An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions - **[Telegram](https://github.com/chigwell/telegram-mcp)** - An MCP server that provides paginated chat reading, message retrieval, and message sending capabilities for Telegram through Telethon integration. - **[Terminal-Control](https://github.com/GongRzhe/terminal-controller-mcp)** - A MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface. +- **[TFT-Match-Analyzer](https://github.com/GeLi2001/tft-mcp-server)** - MCP server for teamfight tactics match history & match details fetching, providing user the detailed context for every match. - **[Ticketmaster](https://github.com/delorenj/mcp-server-ticketmaster)** - Search for events, venues, and attractions through the Ticketmaster Discovery API - **[Todoist](https://github.com/abhiz123/todoist-mcp-server)** - Interact with Todoist to manage your tasks. - **[Typesense](https://github.com/suhail-ak-s/mcp-typesense-server)** - A Model Context Protocol (MCP) server implementation that provides AI models with access to Typesense search capabilities. This server enables LLMs to discover, search, and analyze data stored in Typesense collections. From 52e60e6e29c41d4c6cfcb5f70e4135c413f428cf Mon Sep 17 00:00:00 2001 From: Ola Hungerford Date: Mon, 31 Mar 2025 08:08:35 -0700 Subject: [PATCH 57/63] Add missing capabilities and better connection handling --- src/redis/src/index.ts | 70 ++++++++++++++++++++++++++++++++++++------ 1 file changed, 60 insertions(+), 10 deletions(-) diff --git a/src/redis/src/index.ts b/src/redis/src/index.ts index 724dd8f0..27ce91fa 100644 --- a/src/redis/src/index.ts +++ b/src/redis/src/index.ts @@ -7,10 +7,26 @@ import { import { z } from "zod"; import { createClient } from 'redis'; -// Get Redis URL from command line args or use default +// Configuration const REDIS_URL = process.argv[2] || "redis://localhost:6379"; +const MAX_RETRIES = 5; +const MIN_RETRY_DELAY = 1000; // 1 second +const MAX_RETRY_DELAY = 30000; // 30 seconds + +// Create Redis client with retry strategy const redisClient = createClient({ - url: REDIS_URL + url: REDIS_URL, + socket: { + reconnectStrategy: (retries) => { + if (retries >= MAX_RETRIES) { + console.error(`Maximum retries (${MAX_RETRIES}) reached. Giving up.`); + return new Error('Max retries reached'); + } + const delay = Math.min(Math.pow(2, retries) * MIN_RETRY_DELAY, MAX_RETRY_DELAY); + console.error(`Reconnection attempt ${retries + 1}/${MAX_RETRIES} in ${delay}ms`); + return delay; + } + } }); // Define Zod schemas for validation @@ -37,6 +53,11 @@ const server = new Server( { name: "redis", version: "0.0.1" + }, + { + capabilities: { + tools: {} + } } ); @@ -215,22 +236,51 @@ server.setRequestHandler(CallToolRequestSchema, async (request) => { // Start the server async function main() { try { - // Connect to Redis - redisClient.on('error', (err: Error) => console.error('Redis Client Error', err)); - await redisClient.connect(); - console.error(`Connected to Redis successfully at ${REDIS_URL}`); + // Set up Redis event handlers + redisClient.on('error', (err: Error) => { + console.error('Redis Client Error:', err); + }); + redisClient.on('connect', () => { + console.error(`Connected to Redis at ${REDIS_URL}`); + }); + + redisClient.on('reconnecting', () => { + console.error('Attempting to reconnect to Redis...'); + }); + + redisClient.on('end', () => { + console.error('Redis connection closed'); + }); + + // Connect to Redis + await redisClient.connect(); + + // Set up MCP server const transport = new StdioServerTransport(); await server.connect(transport); console.error("Redis MCP Server running on stdio"); } catch (error) { console.error("Error during startup:", error); - await redisClient.quit(); - process.exit(1); + await cleanup(); } } +// Cleanup function +async function cleanup() { + try { + await redisClient.quit(); + } catch (error) { + console.error("Error during cleanup:", error); + } + process.exit(1); +} + +// Handle process termination +process.on('SIGINT', cleanup); +process.on('SIGTERM', cleanup); + main().catch((error) => { console.error("Fatal error in main():", error); - redisClient.quit().finally(() => process.exit(1)); -}); \ No newline at end of file + cleanup(); +}); From 4e660a2d998087d00edcacea568ed9206fdba771 Mon Sep 17 00:00:00 2001 From: Ola Hungerford Date: Mon, 31 Mar 2025 08:12:53 -0700 Subject: [PATCH 58/63] Update Readme --- src/redis/README.md | 27 ++++++++++++++++++++++++++- 1 file changed, 26 insertions(+), 1 deletion(-) diff --git a/src/redis/README.md b/src/redis/README.md index 45123a58..992471dc 100644 --- a/src/redis/README.md +++ b/src/redis/README.md @@ -2,6 +2,31 @@ A Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools. +## Prerequisites + +1. Redis server must be installed and running + - [Download Redis](https://redis.io/download) + - For Windows users: Use [Windows Subsystem for Linux (WSL)](https://redis.io/docs/getting-started/installation/install-redis-on-windows/) or [Memurai](https://www.memurai.com/) (Redis-compatible Windows server) + - Default port: 6379 + +## Common Issues & Solutions + +### Connection Errors + +**ECONNREFUSED** + - **Cause**: Redis server is not running or unreachable + - **Solution**: + - Verify Redis is running: `redis-cli ping` should return "PONG" + - Check Redis service status: `systemctl status redis` (Linux) or `brew services list` (macOS) + - Ensure correct port (default 6379) is not blocked by firewall + - Verify Redis URL format: `redis://hostname:port` + +### Server Behavior + +- The server implements exponential backoff with a maximum of 5 retries +- Initial retry delay: 1 second, maximum delay: 30 seconds +- Server will exit after max retries to prevent infinite reconnection loops + ## Components ### Tools @@ -77,4 +102,4 @@ docker build -t mcp/redis -f src/redis/Dockerfile . ## License -This MCP server is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please see the LICENSE file in the project repository. \ No newline at end of file +This MCP server is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please see the LICENSE file in the project repository. From f32332527555f9c28d8426d0ac69b14a3ed3ae5c Mon Sep 17 00:00:00 2001 From: Ola Hungerford Date: Mon, 31 Mar 2025 08:41:28 -0700 Subject: [PATCH 59/63] Revert serer-memory for now --- src/memory/index.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/memory/index.ts b/src/memory/index.ts index a3fcc820..62f7aeb6 100644 --- a/src/memory/index.ts +++ b/src/memory/index.ts @@ -189,7 +189,7 @@ const knowledgeGraphManager = new KnowledgeGraphManager(); // The server instance and tools exposed to Claude const server = new Server({ name: "memory-server", - version: "0.6.3", + version: "1.0.0", }, { capabilities: { tools: {}, From aa8602f85de7c30d241ab205dc9fc3fa8f4acc2b Mon Sep 17 00:00:00 2001 From: Ge Li <77590974+GeLi2001@users.noreply.github.com> Date: Mon, 31 Mar 2025 19:49:52 -0700 Subject: [PATCH 60/63] Add Shopify MCP --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1ebd7d52..a8dafb85 100644 --- a/README.md +++ b/README.md @@ -323,6 +323,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[scrapling-fetch](https://github.com/cyberchitta/scrapling-fetch-mcp)** - Access text content from bot-protected websites. Fetches HTML/markdown from sites with anti-automation measures using Scrapling. - **[SearXNG](https://github.com/ihor-sokoliuk/mcp-searxng)** - A Model Context Protocol Server for [SearXNG](https://docs.searxng.org) - **[ServiceNow](https://github.com/osomai/servicenow-mcp)** - A MCP server to interact with a ServiceNow instance +- **[Shopify](https://github.com/GeLi2001/shopify-mcp)** - MCP to interact with Shopify API including order, product, customers and so on. - **[Siri Shortcuts](https://github.com/dvcrn/mcp-server-siri-shortcuts)** - MCP to interact with Siri Shortcuts on macOS. Exposes all Shortcuts as MCP tools. - **[Snowflake](https://github.com/isaacwasserman/mcp-snowflake-server)** - This MCP server enables LLMs to interact with Snowflake databases, allowing for secure and controlled data operations. - **[Solana Agent Kit](https://github.com/sendaifun/solana-agent-kit/tree/main/examples/agent-kit-mcp-server)** - This MCP server enables LLMs to interact with the Solana blockchain with help of Solana Agent Kit by SendAI, allowing for 40+ protcool actions and growing From 2fa9cb93e33495e4b06ca02e1cf1db64da69fc3b Mon Sep 17 00:00:00 2001 From: YuDavidCao Date: Tue, 1 Apr 2025 14:52:29 -0400 Subject: [PATCH 61/63] fix: puppeteer readme launch option json missing comma --- src/puppeteer/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/puppeteer/README.md b/src/puppeteer/README.md index 794cfdf1..4eab314c 100644 --- a/src/puppeteer/README.md +++ b/src/puppeteer/README.md @@ -108,7 +108,7 @@ You can customize Puppeteer's browser behavior in two ways: "mcpServers": { "mcp-puppeteer": { "command": "npx", - "args": ["-y", "@modelcontextprotocol/server-puppeteer"] + "args": ["-y", "@modelcontextprotocol/server-puppeteer"], "env": { "PUPPETEER_LAUNCH_OPTIONS": "{ \"headless\": false, \"executablePath\": \"C:/Program Files/Google/Chrome/Application/chrome.exe\", \"args\": [] }", "ALLOW_DANGEROUS": "true" From b655f92674690b4a5d970f5df2dc592d23ffb29d Mon Sep 17 00:00:00 2001 From: Ikko Yi <107829999+1kko-ahnlabio@users.noreply.github.com> Date: Wed, 2 Apr 2025 10:04:21 +0900 Subject: [PATCH 62/63] Apply suggestions from code review Co-authored-by: Tadas Antanavicius --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 33761884..1b538639 100644 --- a/README.md +++ b/README.md @@ -49,7 +49,7 @@ Official integrations are maintained by companies building production ready MCP - Audiense Logo **[Audiense Insights](https://github.com/AudienseCo/mcp-audiense-insights)** - Marketing insights and audience analysis from [Audiense](https://www.audiense.com/products/audiense-insights) reports, covering demographic, cultural, influencer, and content engagement analysis. - Axiom Logo **[Axiom](https://github.com/axiomhq/mcp-server-axiom)** - Query and analyze your Axiom logs, traces, and all other event data in natural language - Bankless Logo **[Bankless Onchain](https://github.com/bankless/onchain-mcp)** - Query Onchain data, like ERC20 tokens, transaction history, smart contract state. -- BICScan Logo **[BICScan](https://github.com/ahnlabio/bicscan-mcp)** - Risk score/ asset holdings of EVM blockchain address(EOA, CA, ENS) and even domain names. +- BICScan Logo **[BICScan](https://github.com/ahnlabio/bicscan-mcp)** - Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names. - Box Logo **[Box](https://github.com/box-community/mcp-server-box)** - Interact with the Intelligent Content Management platform through Box AI. - Browserbase Logo **[Browserbase](https://github.com/browserbase/mcp-server-browserbase)** - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more) - **[Chargebee](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol)** - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com). From 9be81d4e7cb723500aef77d3b52510c8e3746755 Mon Sep 17 00:00:00 2001 From: John Yegs Date: Wed, 2 Apr 2025 10:06:02 -0500 Subject: [PATCH 63/63] chore(readme): add kong konnect api mcp to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 35e24f15..f27bc103 100644 --- a/README.md +++ b/README.md @@ -242,6 +242,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Keycloak MCP](https://github.com/ChristophEnglisch/keycloak-model-context-protocol)** - This MCP server enables natural language interaction with Keycloak for user and realm management including creating, deleting, and listing users and realms. - **[Kibela](https://github.com/kiwamizamurai/mcp-kibela-server)** (by kiwamizamurai) - Interact with Kibela API. - **[kintone](https://github.com/macrat/mcp-server-kintone)** - Manage records and apps in [kintone](https://kintone.com) through LLM tools. +- **[Kong Konnect](https://github.com/Kong/mcp-konnect)** - A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, allowing AI assistants to query and analyze Kong Gateway configurations, traffic, and analytics. - **[Kubernetes](https://github.com/Flux159/mcp-server-kubernetes)** - Connect to Kubernetes cluster and manage pods, deployments, and services. - **[Kubernetes and OpenShift](https://github.com/manusa/kubernetes-mcp-server)** - A powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for any Kubernetes resource, this server provides specialized tools to interact with your cluster. - **[Langflow-DOC-QA-SERVER](https://github.com/GongRzhe/Langflow-DOC-QA-SERVER)** - A Model Context Protocol server for document Q&A powered by Langflow. It demonstrates core MCP concepts by providing a simple interface to query documents through a Langflow backend.