diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 64178c3c..0186ec86 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -193,7 +193,12 @@ jobs:
create-release:
needs: [update-packages, create-metadata, publish-pypi, publish-npm]
- if: needs.update-packages.outputs.changes_made == 'true'
+ if: |
+ # Always evaluate this condition, even if a dependency failed
+ # Create a release if changes were made and at least one publish succeeded
+ always() &&
+ needs.update-packages.outputs.changes_made == 'true' &&
+ (needs.publish-pypi.result == 'success' || needs.publish-npm.result == 'success')
runs-on: ubuntu-latest
environment: release
permissions:
diff --git a/README.md b/README.md
index 5edac12c..e2c6c566 100644
--- a/README.md
+++ b/README.md
@@ -166,6 +166,7 @@ Official integrations are maintained by companies building production ready MCP
- 
**[DeepL](https://github.com/DeepLcom/deepl-mcp-server)** - Translate or rewrite text with [DeepL](https://deepl.com)'s very own AI models using [the DeepL API](https://developers.deepl.com/docs)
- 
**[Defang](https://github.com/DefangLabs/defang/blob/main/src/pkg/mcp/README.md)** - Deploy your project to the cloud seamlessly with the [Defang](https://www.defang.io) platform without leaving your integrated development environment
- 
**[Detailer](https://detailer.ginylil.com/)** – Instantly generate rich, AI-powered documentation for your GitHub repositories. Designed for AI agents to gain deep project context before taking action.
+- 
**[DevCycle](https://docs.devcycle.com/cli-mcp/mcp-getting-started)** - Create and monitor feature flags using natural language in your AI coding assistant.
- 
**[DevHub](https://github.com/devhub/devhub-cms-mcp)** - Manage and utilize website content within the [DevHub](https://www.devhub.com) CMS platform
- 
**[DevRev](https://github.com/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).
- 
**[DexPaprika (CoinPaprika)](https://github.com/coinpaprika/dexpaprika-mcp)** - Access real-time DEX data, liquidity pools, token information, and trading analytics across multiple blockchain networks with [DexPaprika](https://dexpaprika.com) by CoinPaprika.
@@ -222,6 +223,7 @@ Official integrations are maintained by companies building production ready MCP
- 
**[Heroku](https://github.com/heroku/heroku-mcp-server)** - Interact with the Heroku Platform through LLM-driven tools for managing apps, add-ons, dynos, databases, and more.
- 
**[HeyOnCall](https://heyoncall.com/blog/mcp-server-for-paging-a-human)** - Page a human, sending critical or non-critical alerts to the free [HeyOnCall](https://heyoncall.com/) iOS or Android apps.
- 
**[Hiveflow](https://github.com/hiveflowai/hiveflow-mcp-server)** - Create, manage, and execute agentic AI workflows directly from your assistant.
+- 
**[Hive Intelligence](https://github.com/hive-intel/hive-crypto-mcp)** - Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics
- 
**[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.
- 
**[Homebrew](https://docs.brew.sh/MCP-Server)** Allows [Homebrew](https://brew.sh) users to run Homebrew commands locally.
- 
**[Honeycomb](https://github.com/honeycombio/honeycomb-mcp)** Allows [Honeycomb](https://www.honeycomb.io/) Enterprise customers to query and analyze their data, alerts, dashboards, and more; and cross-reference production behavior with the codebase.
@@ -292,11 +294,13 @@ Official integrations are maintained by companies building production ready MCP
- 
**[mimilabs](https://www.mimilabs.ai/mcp)** - A US healthcare data discovery guide for 50+ gov sources and thousands of publicly available US healthcare datasets regarding gov-funded programs, policies, drug pricings, clinical trials, etc.
- 
**[Mobb](https://github.com/mobb-dev/bugsy?tab=readme-ov-file#model-context-protocol-mcp-server)** - The [Mobb Vibe Shield](https://vibe.mobb.ai/) MCP server identifies and remediates vulnerabilities in both human and AI-written code, ensuring your applications remain secure without slowing development.
- 
**[Momento](https://github.com/momentohq/mcp-momento)** - Momento Cache lets you quickly improve your performance, reduce costs, and handle load at any scale.
+- 
**[Monday.com](https://github.com/mondaycom/mcp)** - Interact with Monday.com boards, items, accounts and work forms.
- 
**[MongoDB](https://github.com/mongodb-js/mongodb-mcp-server)** - Both MongoDB Community Server and MongoDB Atlas are supported.
- 
**[Moorcheh](https://github.com/moorcheh-ai/moorcheh-mcp)** - Embed, store, and search your documents, and build secure chatbots and RAG systems with Moorcheh's information-theoretic semantic search engine
- 
**[MotherDuck](https://github.com/motherduckdb/mcp-server-motherduck)** - Query and analyze data with MotherDuck and local DuckDB
- 
**[Mulesoft](https://www.npmjs.com/package/@mulesoft/mcp-server)** - Build, deploy, and manage MuleSoft applications with natural language, directly inside any compatible IDE.
- 
**[Multiplayer](https://www.multiplayer.app/docs/ai/mcp-server)** - Analyze your full stack session recordings easily. Record a bug with Multiplayer, analyze and fix it with LLM
+- 
**[Nango](https://docs.nango.dev/guides/use-cases/mcp-server)** - Integrate your AI agent with 500+ APIs: Auth, custom tools, and observability. Open-source.
- 
**[NanoVMs](https://github.com/nanovms/ops-mcp)** - Easily Build and Deploy unikernels to any cloud.
- 
**[Needle](https://github.com/needle-ai/needle-mcp)** - Production-ready RAG out of the box to search and retrieve data from your own documents.
- 
**[Neo4j](https://github.com/neo4j-contrib/mcp-neo4j/)** - Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory
@@ -346,6 +350,7 @@ Official integrations are maintained by companies building production ready MCP
- 
**[Pinecone Assistant](https://github.com/pinecone-io/assistant-mcp)** - Retrieves context from your [Pinecone Assistant](https://docs.pinecone.io/guides/assistant/mcp-server) knowledge base.
- 
**[Pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol)** - Connect with 2,500 APIs with 8,000+ prebuilt tools.
- 
**[PlayCanvas](https://github.com/playcanvas/editor-mcp-server)** - Create interactive 3D web apps with the PlayCanvas Editor.
+- 
**[Playwright](https://github.com/microsoft/playwright-mcp)** — Browser automation MCP server using Playwright to run tests, navigate pages, capture screenshots, scrape content, and automate web interactions reliably.
- 
**[Plugged.in](https://github.com/VeriTeknik/pluggedin-mcp)** - A comprehensive proxy that combines multiple MCP servers into a single MCP. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.
- 
**[Port IO](https://github.com/port-labs/port-mcp-server)** - Access and manage your software catalog to improve service quality and compliance.
- **[PostHog](https://github.com/posthog/mcp)** - Interact with PostHog analytics, feature flags, error tracking and more with the official PostHog MCP server.
@@ -938,7 +943,7 @@ A growing set of community-developed and maintained servers demonstrates various
- **[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.
+- **[Monday.com (unofficial)](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.
- **[MongoDB & Mongoose](https://github.com/nabid-pf/mongo-mongoose-mcp)** - MongoDB MCP Server with Mongoose Schema and Validation.
- **[MongoDB Lens](https://github.com/furey/mongodb-lens)** - Full Featured MCP Server for MongoDB Databases.
diff --git a/src/memory/index.ts b/src/memory/index.ts
index 4590a1db..982c617b 100644
--- a/src/memory/index.ts
+++ b/src/memory/index.ts
@@ -60,8 +60,18 @@ class KnowledgeGraphManager {
private async saveGraph(graph: KnowledgeGraph): Promise {
const lines = [
- ...graph.entities.map(e => JSON.stringify({ type: "entity", ...e })),
- ...graph.relations.map(r => JSON.stringify({ type: "relation", ...r })),
+ ...graph.entities.map(e => JSON.stringify({
+ type: "entity",
+ name: e.name,
+ entityType: e.entityType,
+ observations: e.observations
+ })),
+ ...graph.relations.map(r => JSON.stringify({
+ type: "relation",
+ from: r.from,
+ to: r.to,
+ relationType: r.relationType
+ })),
];
await fs.writeFile(MEMORY_FILE_PATH, lines.join("\n"));
}
@@ -219,10 +229,12 @@ server.setRequestHandler(ListToolsRequestSchema, async () => {
},
},
required: ["name", "entityType", "observations"],
+ additionalProperties: false,
},
},
},
required: ["entities"],
+ additionalProperties: false,
},
},
{
@@ -241,10 +253,12 @@ server.setRequestHandler(ListToolsRequestSchema, async () => {
relationType: { type: "string", description: "The type of the relation" },
},
required: ["from", "to", "relationType"],
+ additionalProperties: false,
},
},
},
required: ["relations"],
+ additionalProperties: false,
},
},
{
@@ -266,10 +280,12 @@ server.setRequestHandler(ListToolsRequestSchema, async () => {
},
},
required: ["entityName", "contents"],
+ additionalProperties: false,
},
},
},
required: ["observations"],
+ additionalProperties: false,
},
},
{
@@ -285,6 +301,7 @@ server.setRequestHandler(ListToolsRequestSchema, async () => {
},
},
required: ["entityNames"],
+ additionalProperties: false,
},
},
{
@@ -306,10 +323,12 @@ server.setRequestHandler(ListToolsRequestSchema, async () => {
},
},
required: ["entityName", "observations"],
+ additionalProperties: false,
},
},
},
required: ["deletions"],
+ additionalProperties: false,
},
},
{
@@ -328,11 +347,13 @@ server.setRequestHandler(ListToolsRequestSchema, async () => {
relationType: { type: "string", description: "The type of the relation" },
},
required: ["from", "to", "relationType"],
+ additionalProperties: false,
},
description: "An array of relations to delete"
},
},
required: ["relations"],
+ additionalProperties: false,
},
},
{
@@ -341,6 +362,7 @@ server.setRequestHandler(ListToolsRequestSchema, async () => {
inputSchema: {
type: "object",
properties: {},
+ additionalProperties: false,
},
},
{
@@ -352,6 +374,7 @@ server.setRequestHandler(ListToolsRequestSchema, async () => {
query: { type: "string", description: "The search query to match against entity names, types, and observation content" },
},
required: ["query"],
+ additionalProperties: false,
},
},
{
@@ -367,6 +390,7 @@ server.setRequestHandler(ListToolsRequestSchema, async () => {
},
},
required: ["names"],
+ additionalProperties: false,
},
},
],