From f974d62755bff75367a9614abe6d5ba5c70e8725 Mon Sep 17 00:00:00 2001 From: Parastoo Gol Mohammadi <69428139+ParastooGM@users.noreply.github.com> Date: Tue, 2 Sep 2025 12:18:18 +0200 Subject: [PATCH 01/12] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ae90632c..6e4f74c4 100644 --- a/README.md +++ b/README.md @@ -177,6 +177,7 @@ Official integrations are maintained by companies building production ready MCP - Edgee Logo **[Edgee](https://github.com/edgee-cloud/mcp-server-edgee)** - Deploy and manage [Edgee](https://www.edgee.cloud) components and projects - EduBase Logo **[EduBase](https://github.com/EduBase/MCP)** - Interact with [EduBase](https://www.edubase.net), a comprehensive e-learning platform with advanced quizzing, exam management, and content organization capabilities - Elasticsearch Logo **[Elasticsearch](https://github.com/elastic/mcp-server-elasticsearch)** - Query your data in [Elasticsearch](https://www.elastic.co/elasticsearch) +- Ember AI Logo **[Ember AI](https://www.emberai.xyz/)** - A unified MCP server that enables AI agents to execute cross-chain DeFi strategies. - Endor Labs Logo **[Endor Labs](https://docs.endorlabs.com/deployment/ide/mcp/)** - Find and fix security risks in you code. Integrate [Endor Labs](https://endorlabs.com) to scan and secure your code from vulnerabilities and secret leaks. - eSignatures Logo **[eSignatures](https://github.com/esignaturescom/mcp-server-esignatures)** - Contract and template management for drafting, reviewing, and sending binding contracts. - ESP RainMaker Logo **[ESP RainMaker](https://github.com/espressif/esp-rainmaker-mcp)** - Official Espressif MCP Server to Control and Manage ESP RainMaker Devices. From 15a11a2810474bb8851cdcc35764d8b8b164dd44 Mon Sep 17 00:00:00 2001 From: Parastoo Gol Mohammadi <69428139+ParastooGM@users.noreply.github.com> Date: Thu, 4 Sep 2025 08:21:34 -0400 Subject: [PATCH 02/12] Update README.md update ember link --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b4470e43..d24f4643 100644 --- a/README.md +++ b/README.md @@ -177,7 +177,7 @@ Official integrations are maintained by companies building production ready MCP - Edgee Logo **[Edgee](https://github.com/edgee-cloud/mcp-server-edgee)** - Deploy and manage [Edgee](https://www.edgee.cloud) components and projects - EduBase Logo **[EduBase](https://github.com/EduBase/MCP)** - Interact with [EduBase](https://www.edubase.net), a comprehensive e-learning platform with advanced quizzing, exam management, and content organization capabilities - Elasticsearch Logo **[Elasticsearch](https://github.com/elastic/mcp-server-elasticsearch)** - Query your data in [Elasticsearch](https://www.elastic.co/elasticsearch) -- Ember AI Logo **[Ember AI](https://www.emberai.xyz/)** - A unified MCP server that enables AI agents to execute cross-chain DeFi strategies. +- Ember AI Logo **[Ember AI](https://docs.emberai.xyz/)** - A unified MCP server that enables AI agents to execute cross-chain DeFi strategies. - Endor Labs Logo **[Endor Labs](https://docs.endorlabs.com/deployment/ide/mcp/)** - Find and fix security risks in you code. Integrate [Endor Labs](https://endorlabs.com) to scan and secure your code from vulnerabilities and secret leaks. - eSignatures Logo **[eSignatures](https://github.com/esignaturescom/mcp-server-esignatures)** - Contract and template management for drafting, reviewing, and sending binding contracts. - ESP RainMaker Logo **[ESP RainMaker](https://github.com/espressif/esp-rainmaker-mcp)** - Official Espressif MCP Server to Control and Manage ESP RainMaker Devices. From 7537f529d7bcdde137a7b0f40e5d59646002a5c8 Mon Sep 17 00:00:00 2001 From: Leslie Gutschow Date: Thu, 4 Sep 2025 22:31:32 -0400 Subject: [PATCH 03/12] Add FPE Demo MCP to community servers - Adds FF3 Format Preserving Encryption MCP server - Demonstrates authentication patterns for secure data protection - Positioned alphabetically in community servers section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf4..6aec9336 100644 --- a/README.md +++ b/README.md @@ -685,6 +685,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Fastmail MCP](https://github.com/MadLlama25/fastmail-mcp)** - Access Fastmail via JMAP: list/search emails, send and move mail, handle attachments/threads, plus contacts and calendar tools. - **[fastn.ai โ€“ Unified API MCP Server](https://github.com/fastnai/mcp-fastn)** - A remote, dynamic MCP server with a unified API that connects to 1,000+ tools, actions, and workflows, featuring built-in authentication and monitoring. - **[FDIC BankFind MCP Server - (Unofficial)](https://github.com/clafollett/fdic-bank-find-mcp-server)** - The is a MCPserver that brings the power of FDIC BankFind APIs straight to your AI tools and workflows. Structured U.S. banking data, delivered with maximum vibes. ๐Ÿ˜Ž๐Ÿ“Š +- **[FPE Demo MCP](https://github.com/Horizon-Digital-Engineering/fpe-demo-mcp)** - FF3 Format Preserving Encryption with authentication patterns for secure data protection in LLM workflows. - **[Federal Reserve Economic Data (FRED)](https://github.com/stefanoamorelli/fred-mcp-server)** (by Stefano Amorelli) - Community developed MCP server to interact with the Federal Reserve Economic Data. - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext. - **[Feyod](https://github.com/jeroenvdmeer/feyod-mcp)** - A server that answers questions about football matches, and specialised in the football club Feyenoord. From e433fe5ac077f0a8f4907be5ab8ad28046d58e7b Mon Sep 17 00:00:00 2001 From: sn1p4am Date: Fri, 5 Sep 2025 11:49:45 +0800 Subject: [PATCH 04/12] Add Modao Proto MCP server to README - Add Modao Proto MCP to the third-party servers list - AI-powered HTML prototype generation server - Converts natural language descriptions into complete HTML code - Maintains alphabetical order in the list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf4..c3511e51 100644 --- a/README.md +++ b/README.md @@ -921,6 +921,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Mikrotik](https://github.com/jeff-nasseri/mikrotik-mcp)** - Mikrotik MCP server which cover networking operations (IP, DHCP, Firewall, etc) - **[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 +- **[Modao Proto MCP](https://github.com/modao-dev/modao-proto-mcp)** - AI-powered HTML prototype generation server that converts natural language descriptions into complete HTML code with modern design and responsive layouts. Supports design description expansion and seamless integration with Modao workspace. - **[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. - **[Monday.com](https://github.com/sakce/mcp-server-monday)** - MCP Server to interact with Monday.com boards and items. - **[MongoDB](https://github.com/kiliczsh/mcp-mongo-server)** - A Model Context Protocol Server for MongoDB. From af4b9371bbdff4d7ca48f04cbe31a000adb91e4e Mon Sep 17 00:00:00 2001 From: Shuo Wang Date: Fri, 5 Sep 2025 15:36:43 +0800 Subject: [PATCH 05/12] Add KnowAir Weather MCP to README Added KnowAir Weather MCP project to the list of MCP servers. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf4..9c054fd9 100644 --- a/README.md +++ b/README.md @@ -895,6 +895,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Mcp-Swagger-Server](https://github.com/zaizaizhao/mcp-swagger-server)** (by zaizaizhao) - This MCP server transforms OpenAPI specifications into MCP tools, enabling AI assistants to interact with REST APIs through standardized protocol - **[mcp-vision](https://github.com/groundlight/mcp-vision)** - An MCP server exposing HuggingFace computer vision models such as zero-shot object detection as tools, enhancing the vision capabilities of large language or vision-language models. - **[mcp-weather](https://github.com/TimLukaHorstmann/mcp-weather)** - Accurate weather forecasts via the AccuWeather API (free tier available). +- **[KnowAir Weather MCP](https://github.com/shuowang-ai/Weather-MCP)** - A comprehensive Model Context Protocol (MCP) server providing real-time weather data, air quality monitoring, forecasts, and astronomical information powered by Caiyun Weather API. - **[mcp-youtube-extract](https://github.com/sinjab/mcp_youtube_extract)** - A Model Context Protocol server for YouTube operations, extracting video information and transcripts with intelligent fallback logic. Features comprehensive logging, error handling, and support for both auto-generated and manual transcripts. - **[mcp_weather](https://github.com/isdaniel/mcp_weather_server)** - Get weather information from https://api.open-meteo.com API. - **[MCPfinder](https://github.com/mcpfinder/server)** - The AI Agent's "App Store": Discover, install, and monetize AI capabilities โ€” all within the MCP ecosystem. From 85943514007a9ed92b9f5786ef9a318f45a31473 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Krzysztof=20Ku=C4=87mierz?= Date: Fri, 5 Sep 2025 10:03:34 +0200 Subject: [PATCH 06/12] Added Search MCP Server to README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf4..30dce892 100644 --- a/README.md +++ b/README.md @@ -1328,6 +1328,7 @@ Additional resources on MCP. - **[mcpm](https://github.com/pathintegral-institute/mcpm.sh)** ([website](https://mcpm.sh)) - MCP Manager (MCPM) is a Homebrew-like service for managing Model Context Protocol (MCP) servers across clients by **[Pathintegral](https://github.com/pathintegral-institute)** - **[MCPVerse](https://mcpverse.dev)** - A portal for creating & hosting authenticated MCP servers and connecting to them securely. - **[MCP Servers Search](https://github.com/atonomus/mcp-servers-search)** - An MCP server that provides tools for querying and discovering available MCP servers from this list. +- **[Search MCP Server](https://github.com/krzysztofkucmierz/search-mcp-server)** - Recommends the most relevant MCP servers based on the client's query by searching this README file. - **[MCPWatch](https://github.com/kapilduraphe/mcp-watch)** - A comprehensive security scanner for Model Context Protocol (MCP) servers that detects vulnerabilities and security issues in your MCP server implementations. - mkinf Logo **[mkinf](https://mkinf.io)** - An Open Source registry of hosted MCP Servers to accelerate AI agent workflows. - **[Open-Sourced MCP Servers Directory](https://github.com/chatmcp/mcp-directory)** - A curated list of MCP servers by **[mcpso](https://mcp.so)** From 9052052904ee66f1db4b59eb5e32c767b7c41127 Mon Sep 17 00:00:00 2001 From: JonZeolla Date: Sat, 6 Sep 2025 08:25:20 -0400 Subject: [PATCH 07/12] Add the Zenable MCP server --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index eb7aedf4..34a0ed45 100644 --- a/README.md +++ b/README.md @@ -458,8 +458,10 @@ Official integrations are maintained by companies building production ready MCP - YugabyteDB Logo **[YugabyteDB](https://github.com/yugabyte/yugabytedb-mcp-server)** - MCP Server to interact with your [YugabyteDB](https://www.yugabyte.com/) database - Yunxin Logo **[Yunxin](https://github.com/netease-im/yunxin-mcp-server)** - An MCP server that connects to Yunxin's IM/RTC/DATA Open-API - Zapier Logo **[Zapier](https://zapier.com/mcp)** - Connect your AI Agents to 8,000 apps instantly. +- Zenable Logo **[Zenable](https://docs.zenable.io/integrations/mcp/getting-started)** - Clean up sloppy AI code and prevent vulnerabilities - **[ZenML](https://github.com/zenml-io/mcp-zenml)** - Interact with your MLOps and LLMOps pipelines through your [ZenML](https://www.zenml.io) MCP server - ZIZAI Logo **[ZIZAI Recruitment](https://github.com/zaiwork/mcp)** - Interact with the next-generation intelligent recruitment platform for employees and employers, powered by [ZIZAI Recruitment](https://zizai.work). + ### ๐ŸŒŽ Community Servers A growing set of community-developed and maintained servers demonstrates various applications of MCP across different domains. From 74540ea67dae297c6a4d356930857d48bf1ba6eb Mon Sep 17 00:00:00 2001 From: Greg Michnikov Date: Sun, 7 Sep 2025 02:07:30 -0400 Subject: [PATCH 08/12] Add Looker to MCP Toolbox for Databases supported list --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index eb7aedf4..3533e914 100644 --- a/README.md +++ b/README.md @@ -275,7 +275,7 @@ Official integrations are maintained by companies building production ready MCP - Mapbox Logo **[Mapbox](https://github.com/mapbox/mcp-server)** - Unlock geospatial intelligence through Mapbox APIs like geocoding, POI search, directions, isochrones and more. - MariaDB Logo **[MariaDB](https://github.com/mariadb/mcp)** - A standard interface for managing and querying MariaDB databases, supporting both standard SQL operations and advanced vector/embedding-based search. - mcp-discovery logo **[MCP Discovery](https://github.com/rust-mcp-stack/mcp-discovery)** - A lightweight CLI tool built in Rust for discovering MCP server capabilities. -- MCP Toolbox for Databases Logo **[MCP Toolbox for Databases](https://github.com/googleapis/genai-toolbox)** - Open source MCP server specializing in easy, fast, and secure tools for Databases. Supports AlloyDB, BigQuery, Bigtable, Cloud SQL, Dgraph, MySQL, Neo4j, Postgres, Spanner, and more. +- MCP Toolbox for Databases Logo **[MCP Toolbox for Databases](https://github.com/googleapis/genai-toolbox)** - Open source MCP server specializing in easy, fast, and secure tools for Databases. Supports AlloyDB, BigQuery, Bigtable, Cloud SQL, Dgraph, Looker, MySQL, Neo4j, Postgres, Spanner, and more. - Meilisearch Logo **[Meilisearch](https://github.com/meilisearch/meilisearch-mcp)** - Interact & query with Meilisearch (Full-text & semantic search API) - Memgraph Logo **[Memgraph](https://github.com/memgraph/ai-toolkit/tree/main/integrations/mcp-memgraph)** - Query your data in [Memgraph](https://memgraph.com/) graph database. - MercadoLibre Logo **[Mercado Libre](https://mcp.mercadolibre.com/)** - Mercado Libre's official MCP server. From c2538841f1a6e1a8f08616685425b1a3e020ea9d Mon Sep 17 00:00:00 2001 From: Algis Dumbris Date: Tue, 9 Sep 2025 16:01:56 +0300 Subject: [PATCH 09/12] Add Gcore MCP server to catalog - Added Gcore MCP server entry in alphabetical order - Provides unified configuration for Gcore Cloud API interactions - Supports cloud resource management including instances, networks, and GPU clusters --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf4..c8666a98 100644 --- a/README.md +++ b/README.md @@ -195,6 +195,7 @@ Official integrations are maintained by companies building production ready MCP - Fluid Attacks Logo **[Fluid Attacks](https://github.com/fluidattacks/mcp)** - Interact with the [Fluid Attacks](https://fluidattacks.com/) API, enabling vulnerability management, organization insights, and GraphQL query execution. - ForeverVM Logo **[ForeverVM](https://github.com/jamsocket/forevervm/tree/main/javascript/mcp-server)** - Run Python in a code sandbox. - GibsonAI Logo **[GibsonAI](https://github.com/GibsonAI/mcp)** - AI-Powered Cloud databases: Build, migrate, and deploy database instances with AI +- Gcore Logo **[Gcore](https://github.com/G-Core/gcore-mcp-server)** - Interact with Gcore Cloud API via LLM assistants, providing unified configuration for cloud resource management including instances, networks, and GPU clusters. - Gitea Logo **[Gitea](https://gitea.com/gitea/gitea-mcp)** - Interact with Gitea instances with MCP. - Gitee Logo **[Gitee](https://github.com/oschina/mcp-gitee)** - Gitee API integration, repository, issue, and pull request management, and more. - GitGuardian Logo **[GitGuardian](https://github.com/GitGuardian/gg-mcp)** - GitGuardian official MCP server - Scan projects using GitGuardian's industry-leading API, which features over 500 secret detectors to prevent credential leaks before they reach public repositories. Resolve security incidents directly with rich contextual data for rapid, automated remediation. From a54e97b37fe3c20f1ea7cb2d8bd4ba3266c35c45 Mon Sep 17 00:00:00 2001 From: Algis Dumbris Date: Tue, 9 Sep 2025 16:13:07 +0300 Subject: [PATCH 10/12] Update Gcore MCP server description - Expand description to include full range of Gcore platform services - Add CDN, GPU Cloud & AI Inference, Video Streaming, WAAP services - Change from "Cloud API" to "platform services" for accuracy - Maintain unified access approach and cloud resources mention --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c8666a98..690e0537 100644 --- a/README.md +++ b/README.md @@ -195,7 +195,7 @@ Official integrations are maintained by companies building production ready MCP - Fluid Attacks Logo **[Fluid Attacks](https://github.com/fluidattacks/mcp)** - Interact with the [Fluid Attacks](https://fluidattacks.com/) API, enabling vulnerability management, organization insights, and GraphQL query execution. - ForeverVM Logo **[ForeverVM](https://github.com/jamsocket/forevervm/tree/main/javascript/mcp-server)** - Run Python in a code sandbox. - GibsonAI Logo **[GibsonAI](https://github.com/GibsonAI/mcp)** - AI-Powered Cloud databases: Build, migrate, and deploy database instances with AI -- Gcore Logo **[Gcore](https://github.com/G-Core/gcore-mcp-server)** - Interact with Gcore Cloud API via LLM assistants, providing unified configuration for cloud resource management including instances, networks, and GPU clusters. +- Gcore Logo **[Gcore](https://github.com/G-Core/gcore-mcp-server)** - Interact with Gcore platform services via LLM assistants, providing unified access to CDN, GPU Cloud & AI Inference, Video Streaming, WAAP, and cloud resources including instances and networks. - Gitea Logo **[Gitea](https://gitea.com/gitea/gitea-mcp)** - Interact with Gitea instances with MCP. - Gitee Logo **[Gitee](https://github.com/oschina/mcp-gitee)** - Gitee API integration, repository, issue, and pull request management, and more. - GitGuardian Logo **[GitGuardian](https://github.com/GitGuardian/gg-mcp)** - GitGuardian official MCP server - Scan projects using GitGuardian's industry-leading API, which features over 500 secret detectors to prevent credential leaks before they reach public repositories. Resolve security incidents directly with rich contextual data for rapid, automated remediation. From 208e76464801812d0be0ed9323e25197bc87278a Mon Sep 17 00:00:00 2001 From: Josh Free Date: Fri, 12 Sep 2025 14:22:18 -0700 Subject: [PATCH 11/12] Update Azure MCP link in README.md (#2705) * Update Azure MCP link in README.md Azure MCP Server moved from /azure/azure-mcp to /microsoft/mcp on 2025-08-25. The old /azure/azure-mcp repo has been archived as all new development continues in the new /microsoft/mcp monorepo. * Update path to Azure MCP src --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 4683e59f..dce42f29 100644 --- a/README.md +++ b/README.md @@ -98,7 +98,7 @@ Official integrations are maintained by companies building production ready MCP - Authenticator App Logo **[Authenticator App ยท 2FA](https://github.com/firstorderai/authenticator_mcp)** - A secure MCP (Model Context Protocol) server that enables AI agents to interact with the Authenticator App. - AWS Logo **[AWS](https://github.com/awslabs/mcp)** - Specialized MCP servers that bring AWS best practices directly to your development workflow. - 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 -- Microsoft Azure Logo **[Azure](https://github.com/Azure/azure-mcp)** - The Azure MCP Server gives MCP Clients access to key Azure services and tools like Azure Storage, Cosmos DB, the Azure CLI, and more. +- Microsoft Azure Logo **[Azure](https://github.com/microsoft/mcp/tree/main/servers/Azure.Mcp.Server)** - The Azure MCP Server gives MCP Clients access to key Azure services and tools like Azure Storage, Cosmos DB, the Azure CLI, and more. - Microsoft Azure DevOps Logo **[Azure DevOps](https://github.com/microsoft/azure-devops-mcp)** - Interact with Azure DevOps services like repositories, work items, builds, releases, test plans, and code search. - Baidu Map Logo **[Baidu Map](https://github.com/baidu-maps/mcp)** - [Baidu Map MCP Server](https://lbsyun.baidu.com/faq/api?title=mcpserver/base) provides tools for AI agents to interact with Baidu Maps APIs, enabling location-based services and geospatial data analysis. - Bankless Logo **[Bankless Onchain](https://github.com/bankless/onchain-mcp)** - Query Onchain data, like ERC20 tokens, transaction history, smart contract state. From bf293463200a74ff6724fb14a7f3954aed74de96 Mon Sep 17 00:00:00 2001 From: danohn <82357071+danohn@users.noreply.github.com> Date: Sat, 13 Sep 2025 06:25:42 +0900 Subject: [PATCH 12/12] Add mcpcap to README.md (#2701) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index dce42f29..caf9f309 100644 --- a/README.md +++ b/README.md @@ -870,6 +870,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Maton](https://github.com/maton-ai/agent-toolkit/tree/main/modelcontextprotocol)** - Connect to your SaaS tools like HubSpot, Salesforce, and more. - **[Maven Tools MCP](https://github.com/arvindand/maven-tools-mcp)** - Maven Central dependency intelligence for JVM build tools. Supports all build tools (Maven, Gradle, SBT, Mill) with Context7 integration for documentation support. - **[MCP-Airflow-API](https://github.com/call518/MCP-Airflow-API)** - Model Context Protocol (MCP) server for Apache Airflow API integration. Provides comprehensive tools for managing Airflow clusters including service operations, configuration management, status monitoring, and request tracking. +- **[mcpcap](https://github.com/mcpcap/mcpcap)** - A modular Python MCP (Model Context Protocol) Server for analyzing PCAP files. - **[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 Documentation Server](https://github.com/andrea9293/mcp-documentation-server)** - Server that provides local-first document management and semantic search via embeddings or Gemini AI (recommended). Optimized for performance with disk persistence, an in-memory index, and caching.