Merge branch 'main' into google-calendar-mcp

2025-02-07 14:35:51 -08:00 · 2025-02-07 14:35:51 -08:00 · 0f46f579bb
commit 0f46f579bb
parent 221be1fe2d 8bd41eb0b3
52 changed files with 2697 additions and 1672 deletions
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@ -0,0 +1,221 @@
+name: Automatic Release Creation
+
+on:
+  workflow_dispatch:
+  schedule:
+    - cron: '0 10 * * *'
+
+jobs:
+  create-metadata:
+    runs-on: ubuntu-latest
+    outputs:
+      hash: ${{ steps.last-release.outputs.hash }}
+      version: ${{ steps.create-version.outputs.version}}
+      npm_packages: ${{ steps.create-npm-packages.outputs.npm_packages}}
+      pypi_packages: ${{ steps.create-pypi-packages.outputs.pypi_packages}}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Get last release hash
+        id: last-release
+        run: |
+          HASH=$(git rev-list --tags --max-count=1 || echo "HEAD~1")
+          echo "hash=${HASH}" >> $GITHUB_OUTPUT
+          echo "Using last release hash: ${HASH}"
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
+
+      - name: Create version name
+        id: create-version
+        run: |
+          VERSION=$(uv run --script scripts/release.py generate-version)
+          echo "version $VERSION"
+          echo "version=$VERSION" >> $GITHUB_OUTPUT
+
+      - name: Create notes
+        run: |
+          HASH="${{ steps.last-release.outputs.hash }}"
+          uv run --script scripts/release.py generate-notes --directory src/ $HASH > RELEASE_NOTES.md
+          cat RELEASE_NOTES.md
+
+      - name: Release notes
+        uses: actions/upload-artifact@v4
+        with:
+          name: release-notes
+          path: RELEASE_NOTES.md
+
+      - name: Create python matrix
+        id: create-pypi-packages
+        run: |
+          HASH="${{ steps.last-release.outputs.hash }}"
+          PYPI=$(uv run --script scripts/release.py generate-matrix --pypi --directory src $HASH)
+          echo "pypi_packages $PYPI"
+          echo "pypi_packages=$PYPI" >> $GITHUB_OUTPUT
+
+      - name: Create npm matrix
+        id: create-npm-packages
+        run: |
+          HASH="${{ steps.last-release.outputs.hash }}"
+          NPM=$(uv run --script scripts/release.py generate-matrix --npm --directory src $HASH)
+          echo "npm_packages $NPM"
+          echo "npm_packages=$NPM" >> $GITHUB_OUTPUT
+
+  update-packages:
+    needs: [create-metadata]
+    if: ${{ needs.create-metadata.outputs.npm_packages != '[]' || needs.create-metadata.outputs.pypi_packages != '[]' }}
+    runs-on: ubuntu-latest
+    environment: release
+    outputs:
+      changes_made: ${{ steps.commit.outputs.changes_made }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
+
+      - name: Update packages
+        run: |
+          HASH="${{ needs.create-metadata.outputs.hash }}"
+          uv run --script scripts/release.py update-packages --directory src/ $HASH
+
+      - name: Configure git
+        run: |
+          git config --global user.name "GitHub Actions"
+          git config --global user.email "actions@github.com"
+
+      - name: Commit changes
+        id: commit
+        run: |
+          VERSION="${{ needs.create-metadata.outputs.version }}"
+          git add -u
+          if git diff-index --quiet HEAD; then
+            echo "changes_made=false" >> $GITHUB_OUTPUT
+          else
+            git commit -m 'Automatic update of packages'
+            git tag -a "$VERSION" -m "Release $VERSION"
+            git push origin "$VERSION"
+            echo "changes_made=true" >> $GITHUB_OUTPUT
+          fi
+
+  publish-pypi:
+    needs: [update-packages, create-metadata]
+    strategy:
+      fail-fast: false
+      matrix:
+        package: ${{ fromJson(needs.create-metadata.outputs.pypi_packages) }}
+    name: Build ${{ matrix.package }}
+    environment: release
+    permissions:
+      id-token: write # Required for trusted publishing
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          ref: ${{ needs.create-metadata.outputs.version }}
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version-file: "src/${{ matrix.package }}/.python-version"
+
+      - name: Install dependencies
+        working-directory: src/${{ matrix.package }}
+        run: uv sync --frozen --all-extras --dev
+
+      - name: Run pyright
+        working-directory: src/${{ matrix.package }}
+        run: uv run --frozen pyright
+
+      - name: Build package
+        working-directory: src/${{ matrix.package }}
+        run: uv build
+
+      - name: Publish package to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          packages-dir: src/${{ matrix.package }}/dist
+
+  publish-npm:
+    needs: [update-packages, create-metadata]
+    strategy:
+      fail-fast: false
+      matrix:
+        package: ${{ fromJson(needs.create-metadata.outputs.npm_packages) }}
+    name: Build ${{ matrix.package }}
+    environment: release
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          ref: ${{ needs.create-metadata.outputs.version }}
+
+      - uses: actions/setup-node@v4
+        with:
+          node-version: 22
+          cache: npm
+          registry-url: 'https://registry.npmjs.org'
+
+      - name: Install dependencies
+        working-directory: src/${{ matrix.package }}
+        run: npm ci
+
+      - name: Check if version exists on npm
+        working-directory: src/${{ matrix.package }}
+        run: |
+          VERSION=$(jq -r .version package.json)
+          if npm view --json | jq -e --arg version "$VERSION" '[.[]][0].versions | contains([$version])'; then
+            echo "Version $VERSION already exists on npm"
+            exit 1
+          fi
+          echo "Version $VERSION is new, proceeding with publish"
+
+      - name: Build package
+        working-directory: src/${{ matrix.package }}
+        run: npm run build
+
+      - name: Publish package
+        working-directory: src/${{ matrix.package }}
+        run: |
+          npm publish --access public
+        env:
+          NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}
+
+  create-release:
+    needs: [update-packages, create-metadata, publish-pypi, publish-npm]
+    if: needs.update-packages.outputs.changes_made == 'true'
+    runs-on: ubuntu-latest
+    environment: release
+    permissions:
+      contents: write
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Download release notes
+        uses: actions/download-artifact@v4
+        with:
+          name: release-notes
+
+      - name: Create release
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN}}
+        run: |
+          VERSION="${{ needs.create-metadata.outputs.version }}"
+          gh release create "$VERSION" \
+            --title "Release $VERSION" \
+            --notes-file RELEASE_NOTES.md
+
+      - name: Docker MCP images
+        uses: peter-evans/repository-dispatch@v3
+        with:
+          token: ${{ secrets.DOCKER_TOKEN }}
+          repository: docker/labs-ai-tools-for-devs
+          event-type: build-mcp-images
+          client-payload: '{"ref": "${{ needs.create-metadata.outputs.version }}"}'
--- a/README.md
+++ b/README.md
@ -38,23 +38,33 @@ These servers aim to demonstrate MCP features and the Typescript and Python SDK.

 Official integrations are maintained by companies building production ready MCP servers for their platforms.

+- <img height="12" width="12" src="https://apify.com/favicon.ico" alt="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
 - <img height="12" width="12" src="https://axiom.co/favicon.ico" alt="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
 - <img height="12" width="12" src="https://browserbase.com/favicon.ico" alt="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)
 - <img height="12" width="12" src="https://cdn.simpleicons.org/cloudflare" /> **[Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1)
 - <img height="12" width="12" src="https://e2b.dev/favicon.ico" alt="E2B Logo" /> **[E2B](https://github.com/e2b-dev/mcp-server)** - Run code in secure sandboxes hosted by [E2B](https://e2b.dev)
+- <img height="12" width="12" src="https://esignatures.com/favicon.ico" alt="eSignatures Logo" /> **[eSignatures](https://github.com/esignaturescom/mcp-server-esignatures)** - Contract and template management for drafting, reviewing, and sending binding contracts.
+- [Eunomia](https://github.com/whataboutyou-ai/eunomia-MCP-server)** - Extension of the Eunomia framework that connects Eunomia instruments with MCP servers
 - <img height="12" width="12" src="https://exa.ai/images/favicon-32x32.png" alt="Exa Logo" /> **[Exa](https://github.com/exa-labs/exa-mcp-server)** - Search Engine made for AIs by [Exa](https://exa.ai)
 - <img height="12" width="12" src="https://fireproof.storage/favicon.ico" alt="Fireproof Logo" /> **[Fireproof](https://github.com/fireproof-storage/mcp-database-server)** - Immutable ledger database with live synchronization
+- <img height="12" width="12" src="https://grafana.com/favicon.ico" alt="Grafana Logo" /> **[Grafana](https://github.com/grafana/mcp-grafana)** - Search dashboards, investigate incidents and query datasources in your Grafana instance
+- **[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
+- <img height="12" width="12" src="https://integration.app/favicon.ico" alt="Integration App Icon" /> **[Integration App](https://github.com/integration-app/mcp-server)** - Interact with any other SaaS applications on behalf of your customers. 
 - <img height="12" width="12" src="https://cdn.simpleicons.org/jetbrains" /> **[JetBrains](https://github.com/JetBrains/mcp-jetbrains)** – Work on your code with JetBrains IDEs
 - <img height="12" width="12" src="https://kagi.com/favicon.ico" alt="Kagi Logo" /> **[Kagi Search](https://github.com/kagisearch/kagimcp)** - Search the web using Kagi's search API
 - <img height="12" width="12" src="https://www.meilisearch.com/favicon.ico" alt="Meilisearch Logo" /> **[Meilisearch](https://github.com/meilisearch/meilisearch-mcp)** - Interact & query with Meilisearch (Full-text & semantic search API)
 - <img height="12" width="12" src="https://metoro.io/static/images/logos/Metoro.svg" /> **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro
 - <img height="12" width="12" src="https://www.motherduck.com/favicon.ico" alt="MotherDuck Logo" /> **[MotherDuck](https://github.com/motherduckdb/mcp-server-motherduck)** - Query and analyze data with MotherDuck and local DuckDB
+- <img height="12" width="12" src="https://needle-ai.com/images/needle-logo-orange-2-rounded.png" alt="Needle AI Logo" /> **[Needle](https://github.com/needle-ai/needle-mcp)** - Production-ready RAG out of the box to search and retrieve data from your own documents.
 - <img height="12" width="12" src="https://neo4j.com/favicon.ico" alt="Neo4j Logo" /> **[Neo4j](https://github.com/neo4j-contrib/mcp-neo4j/)** - Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory
 - **[Neon](https://github.com/neondatabase/mcp-server-neon)** - Interact with the Neon serverless Postgres platform
+- <img height="12" width="12" src="https://oxylabs.io/favicon.ico" alt="Oxylabs Logo" /> **[Oxylabs](https://github.com/oxylabs/oxylabs-mcp)** - Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction.
 - <img height="12" width="12" src="https://qdrant.tech/img/brand-resources-logos/logomark.svg" /> **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine
 - **[Raygun](https://github.com/MindscapeHQ/mcp-server-raygun)** - Interact with your crash reporting and real using monitoring data on your Raygun account
 - <img height="12" width="12" src="https://pics.fatwang2.com/56912e614b35093426c515860f9f2234.svg" /> [Search1API](https://github.com/fatwang2/search1api-mcp) - One API for Search, Crawling, and Sitemaps
+- <img height="12" width="12" src="https://tavily.com/favicon.ico" alt="Tavily Logo" /> **[Tavily](https://github.com/tavily-ai/tavily-mcp)** - Search engine for AI agents (search + extract) powered by [Tavily](https://tavily.com/)
 - <img height="12" width="12" src="https://www.tinybird.co/favicon.ico" alt="Tinybird Logo" /> **[Tinybird](https://github.com/tinybirdco/mcp-tinybird)** - Interact with Tinybird serverless ClickHouse platform
+- <img height="12" width="12" src="https://verodat.io/assets/favicon-16x16.png" alt="Verodat Logo" /> **[Verodat](https://github.com/ThinkEvolveSolve/verodat-mcp-server)** - Interact with Verodat AI Ready Data platform

 ### 🌎 Community Servers

@ -72,30 +82,47 @@ A growing set of community-developed and maintained servers demonstrates various
 - **[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.
 - **[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
+- **[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)**
 - **[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
+- **[ClaudePost](https://github.com/ZilongXue/claude-post)** - ClaudePost enables seamless email management for Gmail, offering secure features like email search, reading, and sending.
 - **[Cloudinary](https://github.com/felores/cloudinary-mcp-server)** - Cloudinary Model Context Protocol Server to upload media to Cloudinary and get back the media link and details.
- **[cognee-mcp](https://github.com/topoteretes/cognee-mcp-server)** - GraphRAG memory server with customizable ingestion, data processing and search
+- **[code-sandbox-mcp](https://github.com/Automata-Labs-team/code-sandbox-mcp)** - An MCP server to create secure code sandbox environment for executing code within Docker containers.
+- **[cognee-mcp](https://github.com/topoteretes/cognee/tree/main/cognee-mcp)** - GraphRAG memory server with customizable ingestion, data processing and search
 - **[coin_api_mcp](https://github.com/longmans/coin_api_mcp)** - Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data.
 - **[Contentful-mcp](https://github.com/ivo-toby/contentful-mcp)** - Read, update, delete, publish content in your [Contentful](https://contentful.com) space(s) from this MCP Server.
 - **[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
+- **[Descope](https://github.com/descope-sample-apps/descope-mcp-server)** - An MCP server to integrate with [Descope](https://descope.com) to search audit logs, manage users, and more.
 - **[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).
+- **[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
 - **[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.
 - **[Elasticsearch](https://github.com/cr7258/elasticsearch-mcp-server)** - MCP server implementation that provides Elasticsearch interaction.
+- **[ElevenLabs](https://github.com/mamertofabian/elevenlabs-mcp-server)** - A server that integrates with ElevenLabs text-to-speech API capable of generating full voiceovers with multiple voices.
+- **[Everything Search](https://github.com/mamertofabian/mcp-everything-search)** - Fast file searching capabilities across Windows (using [Everything SDK](https://www.voidtools.com/support/everything/sdk/)), macOS (using mdfind command), and Linux (using locate/plocate command).
 - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext.
 - **[FireCrawl](https://github.com/vrknetha/mcp-server-firecrawl)** - Advanced web scraping with JavaScript rendering, PDF support, and smart rate limiting
 - **[FlightRadar24](https://github.com/sunsetcoder/flightradar24-mcp-server)** - A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data.
 - **[Glean](https://github.com/longyi1207/glean-mcp-server)** - A server that uses Glean API to search and chat.
+- **[Gmail](https://github.com/GongRzhe/Gmail-MCP-Server)** - A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support.
+- **[Goal Story](https://github.com/hichana/goalstory-mcp)** - a Goal Tracker and Visualization Tool for personal and professional development.
+- **[Golang Filesystem Server](https://github.com/mark3labs/mcp-filesystem-server)** - Secure file operations with configurable access controls built with Go!
 - **[Google Calendar](https://github.com/v-3/google-calendar)** - Integration with Google Calendar to check schedules, find time, and add/delete events
 - **[Google Calendar](https://github.com/nspady/google-calendar-mcp)** - Google Calendar MCP Server for managing Google calendar events. Also supports searching for events by attributes like title and location.
 - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server.
 - **[Home Assistant](https://github.com/tevonsb/homeassistant-mcp)** - Interact with [Home Assistant](https://www.home-assistant.io/) including viewing and controlling lights, switches, sensors, and all other Home Assistant entities.
 - **[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.
 - **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles
+- **[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.
 - **[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.
 - **[Kubernetes](https://github.com/Flux159/mcp-server-kubernetes)** - Connect to Kubernetes cluster and manage pods, deployments, and services.
 - **[Linear](https://github.com/jerhadf/linear-mcp-server)** - Allows LLM to interact with Linear's API for project management, including searching, creating, and updating issues.
 - **[LlamaCloud](https://github.com/run-llama/mcp-server-llamacloud)** (by marcusschiesser) - Integrate the data stored in a managed index on [LlamaCloud](https://cloud.llamaindex.ai/)
+- **[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.
 - **[MCP Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you.
 - **[mcp-k8s-go](https://github.com/strowk/mcp-k8s-go)** - Golang-based Kubernetes server for MCP to browse pods and their logs, events, namespaces and more. Built to be extensible.
 - **[MSSQL](https://github.com/aekanun2020/mcp-server/)** - MSSQL database integration with configurable access controls and schema inspection
@ -105,37 +132,56 @@ A growing set of community-developed and maintained servers demonstrates various
 - **[MySQL](https://github.com/benborla/mcp-server-mysql)** (by benborla) - MySQL database integration in NodeJS with configurable access controls and schema inspection
 - **[MySQL](https://github.com/designcomputer/mysql_mcp_server)** (by DesignComputer) - MySQL database integration in Python with configurable access controls and schema inspection
 - **[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.
- **[Needle](https://github.com/JANHMS/needle-mcp)** - Production-ready RAG out of the box to search and retrieve data from your own documents.
+- **[Neovim](https://github.com/bigcodegen/mcp-neovim-server)** - An MCP Server for your Neovim session.
 - **[Notion](https://github.com/suekou/mcp-notion-server)** (by suekou) - Interact with Notion API.
 - **[Notion](https://github.com/v-3/notion-server)** (by v-3) - Notion MCP integration. Search, Read, Update, and Create pages through Claude chat.
 - **[oatpp-mcp](https://github.com/oatpp/oatpp-mcp)** - C++ MCP integration for Oat++. Use [Oat++](https://oatpp.io) to build MCP servers.
 - **[Obsidian Markdown Notes](https://github.com/calclavia/mcp-obsidian)** - Read and search through your Obsidian vault or any directory containing Markdown notes
+- **[obsidian-mcp](https://github.com/StevenStavrakis/obsidian-mcp)** - (by Steven Stavrakis) An MCP server for Obsidian.md with tools for searching, reading, writing, and organizing notes.
 - **[OpenAPI](https://github.com/snaggle-ai/openapi-mcp-server)** - Interact with [OpenAPI](https://www.openapis.org/) APIs.
+- **[OpenCTI](https://github.com/Spathodea-Network/opencti-mcp)** - Interact with OpenCTI platform to retrieve threat intelligence data including reports, indicators, malware and threat actors.
 - **[OpenRPC](https://github.com/shanejonas/openrpc-mpc-server)** - Interact with and discover JSON-RPC APIs via [OpenRPC](https://open-rpc.org).
- **[Pandoc](https://github.com/vivekVells/mcp-pandoc)** - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, and plain text, with other formats like PDF, csv and docx in development.
+- **[Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools)** - Content editing codes, value map, and positioning tools for product marketing.
+- **[Pandoc](https://github.com/vivekVells/mcp-pandoc)** - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
 - **[Pinecone](https://github.com/sirmews/mcp-pinecone)** - MCP server for searching and uploading records to Pinecone. Allows for simple RAG features, leveraging Pinecone's Inference API.
+- **[Placid.app](https://github.com/felores/placid-mcp-server)** - Generate image and video creatives using Placid.app templates
 - **[Playwright](https://github.com/executeautomation/mcp-playwright)** - This MCP Server will help you run browser automation and webscraping using Playwright
- **[RAG Web Browser](https://github.com/apify/mcp-server-rag-web-browser)** An MCP server for Apify's RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
+- **[Postman](https://github.com/shannonlal/mcp-postman)** - MCP server for running Postman Collections locally via Newman. Allows for simple execution of Postman Server and returns the results of whether the collection passed all the tests.
+- **[Reaper](https://github.com/dschuler36/reaper-mcp-server)** - Interact with your [Reaper](https://www.reaper.fm/) (Digital Audio Workstation) projects.
+- **[RAG Web Browser](https://github.com/apify/mcp-server-rag-web-browser)** An MCP server for Apify's open-source RAG Web Browser [Actor](https://apify.com/apify/rag-web-browser) to perform web searches, scrape URLs, and return content in Markdown.
+- **[Redis](https://github.com/GongRzhe/REDIS-MCP-Server)** - Redis database operations and caching microservice server with support for key-value operations, expiration management, and pattern-based key listing.
 - **[Rememberizer AI](https://github.com/skydeckai/mcp-server-rememberizer)** - An MCP server designed for interacting with the Rememberizer data source, facilitating enhanced knowledge retrieval.
+- **[Rijksmuseum](https://github.com/r-huijts/rijksmuseum-mcp)** - Interface with the Rijksmuseum API to search artworks, retrieve artwork details, access image tiles, and explore user collections.
 - **[Salesforce MCP](https://github.com/smn2gnt/MCP-Salesforce)** - Interact with Salesforce Data and Metadata
 - **[Scholarly](https://github.com/adityak74/mcp-scholarly)** - A MCP server to search for scholarly and academic articles.
+- **[SearXNG](https://github.com/ihor-sokoliuk/mcp-searxng)** - A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)
 - **[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.
 - **[Spotify](https://github.com/varunneal/spotify-mcp)** - This MCP allows an LLM to play and use Spotify.
 - **[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
 - **[Todoist](https://github.com/abhiz123/todoist-mcp-server)** - Interact with Todoist to manage your tasks.
+- **[Travel Planner](https://github.com/GongRzhe/TRAVEL-PLANNER-MCP-Server)** - Travel planning and itinerary management server integrating with Google Maps API for location search, place details, and route calculations.
 - **[Vega-Lite](https://github.com/isaacwasserman/mcp-vegalite-server)** - Generate visualizations from fetched data using the VegaLite format and renderer.
+- **[Video Editor](https://github.com/burningion/video-editing-mcp)** - A Model Context Protocol Server to add, edit, and search videos with [Video Jungle](https://www.video-jungle.com/).
 - **[Windows CLI](https://github.com/SimonB97/win-cli-mcp-server)** - MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells.
 - **[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.
 - **[XMind](https://github.com/apeyroux/mcp-xmind)** - Read and search through your XMind directory containing XMind files.

+
 ## 📚 Frameworks

-These are high-level frameworks that make it easier to build MCP servers.
+These are high-level frameworks that make it easier to build MCP servers or clients.
+
+### For servers

 * [EasyMCP](https://github.com/zcaceres/easy-mcp/) (TypeScript)
 * [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)**
+
+### For clients
+
+* **[codemirror-mcp](https://github.com/marimo-team/codemirror-mcp)** - CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands

 ## 📚 Resources

@ -148,15 +194,19 @@ Additional resources on MCP.
 - **[Awesome MCP Servers by wong2](https://github.com/wong2/awesome-mcp-servers)** (**[website](https://mcpservers.org)**) - A curated list of MCP servers by **[wong2](https://github.com/wong2)**
 - **[Discord Server](https://glama.ai/mcp/discord)** – A community discord server dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)**
 - **[MCP Badges](https://github.com/mcpx-dev/mcp-badges)** – Quickly highlight your MCP project with clear, eye-catching badges, by **[Ironben](https://github.com/nanbingxyz)**
+- **[MCP Servers Hub](https://github.com/apappascs/mcp-servers-hub)** (**[website](https://mcp-servers-hub-website.pages.dev/)**) - A curated list of MCP servers by **[apappascs](https://github.com/apappascs)**
 - **[MCP X Community](https://x.com/i/communities/1861891349609603310)** – A X community for MCP by **[Xiaoyi](https://x.com/chxy)**
 - **[mcp-cli](https://github.com/wong2/mcp-cli)** - A CLI inspector for the Model Context Protocol by **[wong2](https://github.com/wong2)**
 - **[mcp-get](https://mcp-get.com)** - Command line tool for installing and managing MCP servers by **[Michael Latman](https://github.com/michaellatman)**
 - **[mcp-manager](https://github.com/zueai/mcp-manager)** - Simple Web UI to install and manage MCP servers for Claude Desktop by **[Zue](https://github.com/zueai)**
 - **[MCPHub](https://github.com/Jeamee/MCPHub-Desktop)** – An Open Source MacOS & Windows GUI Desktop app for discovering, installing and managing MCP servers by **[Jeamee](https://github.com/jeamee)**
+- **[mcp.run](https://mcp.run)** - A hosted registry and control plane to install & run secure + portable MCP Servers.
 - **[Open-Sourced MCP Servers Directory](https://github.com/chatmcp/mcp-directory)** - A curated list of MCP servers by **[mcpso](https://mcp.so)**
+- <img height="12" width="12" src="https://opentools.com/favicon.ico" alt="OpenTools Logo" /> **[OpenTools](https://opentools.com)** - An open registry for finding, installing, and building with MCP servers by **[opentoolsteam](https://github.com/opentoolsteam)**
 - **[PulseMCP](https://www.pulsemcp.com)** ([API](https://www.pulsemcp.com/api)) - Community hub & weekly newsletter for discovering MCP servers, clients, articles, and news by **[Tadas Antanavicius](https://github.com/tadasant)**, **[Mike Coughlin](https://github.com/macoughl)**, and **[Ravina Patel](https://github.com/ravinahp)**
 - **[r/mcp](https://www.reddit.com/r/mcp)** – A Reddit community dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)**
 - **[Smithery](https://smithery.ai/)** - A registry of MCP servers to find the right tools for your LLM agents by **[Henry Mao](https://github.com/calclavia)**
+- **[Toolbase](https://gettoolbase.ai)** - Desktop application that manages tools and MCP servers with just a few clicks - no coding required by **[gching](https://github.com/gching)**

 ## 🚀 Getting Started

--- a/package-lock.json
+++ b/package-lock.json
@ -2497,9 +2497,10 @@
      "integrity": "sha512-wnD2ZE+l+SPC/uoS0vXeE9L1+0wuaMqKlfz9AMUo38JsyLSBWSFcHR1Rri62LZc12vLr1gb3jl7iwQhgwpAbGQ=="
    },
    "node_modules/express": {
-      "version": "4.21.1",
-      "resolved": "https://registry.npmjs.org/express/-/express-4.21.1.tgz",
-      "integrity": "sha512-YSFlK1Ee0/GC8QaO91tHcDxJiE/X4FbpAyQWkxAvG6AXCuR65YzK8ua6D9hvi/TzUfZMpc+BwuM1IPw8fmQBiQ==",
+      "version": "4.21.2",
+      "resolved": "https://registry.npmjs.org/express/-/express-4.21.2.tgz",
+      "integrity": "sha512-28HqgMZAmih1Czt9ny7qr6ek2qddF4FclbMzwhCREB6OFfH+rXAnuNCwo1/wFvrtbgsQDb4kSbX9de9lFbrXnA==",
+      "license": "MIT",
      "dependencies": {
        "accepts": "~1.3.8",
        "array-flatten": "1.1.1",
@ -2520,7 +2521,7 @@
        "methods": "~1.1.2",
        "on-finished": "2.4.1",
        "parseurl": "~1.3.3",
-        "path-to-regexp": "0.1.10",
+        "path-to-regexp": "0.1.12",
        "proxy-addr": "~2.0.7",
        "qs": "6.13.0",
        "range-parser": "~1.2.1",
@ -2535,6 +2536,10 @@
      },
      "engines": {
        "node": ">= 0.10.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
      }
    },
    "node_modules/extend": {
@ -3770,9 +3775,10 @@
      "license": "ISC"
    },
    "node_modules/path-to-regexp": {
-      "version": "0.1.10",
-      "resolved": "https://registry.npmjs.org/path-to-regexp/-/path-to-regexp-0.1.10.tgz",
-      "integrity": "sha512-7lf7qcQidTku0Gu3YDPc8DJ1q7OOucfa/BSsIwjuh56VU7katFvuM8hULfkwB3Fns/rsVF7PwPKVw1sl5KQS9w=="
+      "version": "0.1.12",
+      "resolved": "https://registry.npmjs.org/path-to-regexp/-/path-to-regexp-0.1.12.tgz",
+      "integrity": "sha512-RA1GjUVMnvYFxuqovrEqZoxxW5NUZqbwKtYz/Tt7nXerk0LbLblQmrsgdeOxV5SFHf0UDggjS/bSeOZwt1pmEQ==",
+      "license": "MIT"
    },
    "node_modules/pend": {
      "version": "1.2.0",
--- a/scripts/release.py
+++ b/scripts/release.py
@ -0,0 +1,210 @@
+#!/usr/bin/env uv run --script
+# /// script
+# requires-python = ">=3.12"
+# dependencies = [
+#     "click>=8.1.8",
+#     "tomlkit>=0.13.2"
+# ]
+# ///
+import sys
+import re
+import click
+from pathlib import Path
+import json
+import tomlkit
+import datetime
+import subprocess
+from dataclasses import dataclass
+from typing import Any, Iterator, NewType, Protocol
+
+
+Version = NewType("Version", str)
+GitHash = NewType("GitHash", str)
+
+
+class GitHashParamType(click.ParamType):
+    name = "git_hash"
+
+    def convert(
+        self, value: Any, param: click.Parameter | None, ctx: click.Context | None
+    ) -> GitHash | None:
+        if value is None:
+            return None
+
+        if not (8 <= len(value) <= 40):
+            self.fail(f"Git hash must be between 8 and 40 characters, got {len(value)}")
+
+        if not re.match(r"^[0-9a-fA-F]+$", value):
+            self.fail("Git hash must contain only hex digits (0-9, a-f)")
+
+        try:
+            # Verify hash exists in repo
+            subprocess.run(
+                ["git", "rev-parse", "--verify", value], check=True, capture_output=True
+            )
+        except subprocess.CalledProcessError:
+            self.fail(f"Git hash {value} not found in repository")
+
+        return GitHash(value.lower())
+
+
+GIT_HASH = GitHashParamType()
+
+
+class Package(Protocol):
+    path: Path
+
+    def package_name(self) -> str: ...
+
+    def update_version(self, version: Version) -> None: ...
+
+
+@dataclass
+class NpmPackage:
+    path: Path
+
+    def package_name(self) -> str:
+        with open(self.path / "package.json", "r") as f:
+            return json.load(f)["name"]
+
+    def update_version(self, version: Version):
+        with open(self.path / "package.json", "r+") as f:
+            data = json.load(f)
+            data["version"] = version
+            f.seek(0)
+            json.dump(data, f, indent=2)
+            f.truncate()
+
+
+@dataclass
+class PyPiPackage:
+    path: Path
+
+    def package_name(self) -> str:
+        with open(self.path / "pyproject.toml") as f:
+            toml_data = tomlkit.parse(f.read())
+            name = toml_data.get("project", {}).get("name")
+            if not name:
+                raise Exception("No name in pyproject.toml project section")
+            return str(name)
+
+    def update_version(self, version: Version):
+        # Update version in pyproject.toml
+        with open(self.path / "pyproject.toml") as f:
+            data = tomlkit.parse(f.read())
+            data["project"]["version"] = version
+
+        with open(self.path / "pyproject.toml", "w") as f:
+            f.write(tomlkit.dumps(data))
+
+
+def has_changes(path: Path, git_hash: GitHash) -> bool:
+    """Check if any files changed between current state and git hash"""
+    try:
+        output = subprocess.run(
+            ["git", "diff", "--name-only", git_hash, "--", "."],
+            cwd=path,
+            check=True,
+            capture_output=True,
+            text=True,
+        )
+
+        changed_files = [Path(f) for f in output.stdout.splitlines()]
+        relevant_files = [f for f in changed_files if f.suffix in [".py", ".ts"]]
+        return len(relevant_files) >= 1
+    except subprocess.CalledProcessError:
+        return False
+
+
+def gen_version() -> Version:
+    """Generate version based on current date"""
+    now = datetime.datetime.now()
+    return Version(f"{now.year}.{now.month}.{now.day}")
+
+
+def find_changed_packages(directory: Path, git_hash: GitHash) -> Iterator[Package]:
+    for path in directory.glob("*/package.json"):
+        if has_changes(path.parent, git_hash):
+            yield NpmPackage(path.parent)
+    for path in directory.glob("*/pyproject.toml"):
+        if has_changes(path.parent, git_hash):
+            yield PyPiPackage(path.parent)
+
+
+@click.group()
+def cli():
+    pass
+
+
+@cli.command("update-packages")
+@click.option(
+    "--directory", type=click.Path(exists=True, path_type=Path), default=Path.cwd()
+)
+@click.argument("git_hash", type=GIT_HASH)
+def update_packages(directory: Path, git_hash: GitHash) -> int:
+    # Detect package type
+    path = directory.resolve(strict=True)
+    version = gen_version()
+
+    for package in find_changed_packages(path, git_hash):
+        name = package.package_name()
+        package.update_version(version)
+
+        click.echo(f"{name}@{version}")
+
+    return 0
+
+
+@cli.command("generate-notes")
+@click.option(
+    "--directory", type=click.Path(exists=True, path_type=Path), default=Path.cwd()
+)
+@click.argument("git_hash", type=GIT_HASH)
+def generate_notes(directory: Path, git_hash: GitHash) -> int:
+    # Detect package type
+    path = directory.resolve(strict=True)
+    version = gen_version()
+
+    click.echo(f"# Release : v{version}")
+    click.echo("")
+    click.echo("## Updated packages")
+    for package in find_changed_packages(path, git_hash):
+        name = package.package_name()
+        click.echo(f"- {name}@{version}")
+
+    return 0
+
+
+@cli.command("generate-version")
+def generate_version() -> int:
+    # Detect package type
+    click.echo(gen_version())
+    return 0
+
+
+@cli.command("generate-matrix")
+@click.option(
+    "--directory", type=click.Path(exists=True, path_type=Path), default=Path.cwd()
+)
+@click.option("--npm", is_flag=True, default=False)
+@click.option("--pypi", is_flag=True, default=False)
+@click.argument("git_hash", type=GIT_HASH)
+def generate_matrix(directory: Path, git_hash: GitHash, pypi: bool, npm: bool) -> int:
+    # Detect package type
+    path = directory.resolve(strict=True)
+    version = gen_version()
+
+    changes = []
+    for package in find_changed_packages(path, git_hash):
+        pkg = package.path.relative_to(path)
+        if npm and isinstance(package, NpmPackage):
+            changes.append(str(pkg))
+        if pypi and isinstance(package, PyPiPackage):
+            changes.append(str(pkg))
+
+    click.echo(json.dumps(changes))
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(cli())
--- a/src/aws-kb-retrieval-server/Dockerfile
+++ b/src/aws-kb-retrieval-server/Dockerfile
@ -1,4 +1,4 @@
-FROM node:22.12-alpine as builder
+FROM node:22.12-alpine AS builder

 COPY src/aws-kb-retrieval-server /app
 COPY tsconfig.json /tsconfig.json
--- a/src/brave-search/Dockerfile
+++ b/src/brave-search/Dockerfile
@ -1,4 +1,4 @@
-FROM node:22.12-alpine as builder
+FROM node:22.12-alpine AS builder

 # Must be entire project because `prepare` script is run during `npm install` and requires all files.
 COPY src/brave-search /app
--- a/src/everart/Dockerfile
+++ b/src/everart/Dockerfile
@ -1,4 +1,4 @@
-FROM node:22.12-alpine as builder
+FROM node:22.12-alpine AS builder

 COPY src/everart /app
 COPY tsconfig.json /tsconfig.json
--- a/src/everything/Dockerfile
+++ b/src/everything/Dockerfile
@ -1,4 +1,4 @@
-FROM node:22.12-alpine as builder
+FROM node:22.12-alpine AS builder

 COPY src/everything /app
 COPY tsconfig.json /tsconfig.json
--- a/src/everything/package.json
+++ b/src/everything/package.json
@ -16,7 +16,9 @@
  "scripts": {
    "build": "tsc && shx chmod +x dist/*.js",
    "prepare": "npm run build",
-    "watch": "tsc --watch"
+    "watch": "tsc --watch",
+    "start": "node dist/index.js",
+    "start:sse": "node dist/sse.js"
  },
  "dependencies": {
    "@modelcontextprotocol/sdk": "1.0.1",
--- a/src/fetch/pyproject.toml
+++ b/src/fetch/pyproject.toml
@ -17,7 +17,7 @@ classifiers = [
 ]
 dependencies = [
    "markdownify>=0.13.1",
-    "mcp>=1.0.0",
+    "mcp>=1.1.3",
    "protego>=0.3.1",
    "pydantic>=2.0.0",
    "readabilipy>=0.2.0",
--- a/src/fetch/src/mcp_server_fetch/server.py
+++ b/src/fetch/src/mcp_server_fetch/server.py
@ -7,6 +7,7 @@ from mcp.shared.exceptions import McpError
 from mcp.server import Server
 from mcp.server.stdio import stdio_server
 from mcp.types import (
+    ErrorData,
    GetPromptResult,
    Prompt,
    PromptArgument,
@ -79,15 +80,15 @@ async def check_may_autonomously_fetch_url(url: str, user_agent: str) -> None:
                headers={"User-Agent": user_agent},
            )
        except HTTPError:
-            raise McpError(
-                INTERNAL_ERROR,
-                f"Failed to fetch robots.txt {robot_txt_url} due to a connection issue",
-            )
+            raise McpError(ErrorData(
+                code=INTERNAL_ERROR,
+                message=f"Failed to fetch robots.txt {robot_txt_url} due to a connection issue",
+            ))
        if response.status_code in (401, 403):
-            raise McpError(
-                INTERNAL_ERROR,
-                f"When fetching robots.txt ({robot_txt_url}), received status {response.status_code} so assuming that autonomous fetching is not allowed, the user can try manually fetching by using the fetch prompt",
-            )
+            raise McpError(ErrorData(
+                code=INTERNAL_ERROR,
+                message=f"When fetching robots.txt ({robot_txt_url}), received status {response.status_code} so assuming that autonomous fetching is not allowed, the user can try manually fetching by using the fetch prompt",
+            ))
        elif 400 <= response.status_code < 500:
            return
        robot_txt = response.text
@ -96,15 +97,15 @@ async def check_may_autonomously_fetch_url(url: str, user_agent: str) -> None:
    )
    robot_parser = Protego.parse(processed_robot_txt)
    if not robot_parser.can_fetch(str(url), user_agent):
-        raise McpError(
-            INTERNAL_ERROR,
-            f"The sites robots.txt ({robot_txt_url}), specifies that autonomous fetching of this page is not allowed, "
+        raise McpError(ErrorData(
+            code=INTERNAL_ERROR,
+            message=f"The sites robots.txt ({robot_txt_url}), specifies that autonomous fetching of this page is not allowed, "
            f"<useragent>{user_agent}</useragent>\n"
            f"<url>{url}</url>"
            f"<robots>\n{robot_txt}\n</robots>\n"
            f"The assistant must let the user know that it failed to view the page. The assistant may provide further guidance based on the above information.\n"
            f"The assistant can tell the user that they can try manually fetching the page by using the fetch prompt within their UI.",
-        )
+        ))


 async def fetch_url(
@ -124,12 +125,12 @@ async def fetch_url(
                timeout=30,
            )
        except HTTPError as e:
-            raise McpError(INTERNAL_ERROR, f"Failed to fetch {url}: {e!r}")
+            raise McpError(ErrorData(code=INTERNAL_ERROR, message=f"Failed to fetch {url}: {e!r}"))
        if response.status_code >= 400:
-            raise McpError(
-                INTERNAL_ERROR,
-                f"Failed to fetch {url} - status code {response.status_code}",
-            )
+            raise McpError(ErrorData(
+                code=INTERNAL_ERROR,
+                message=f"Failed to fetch {url} - status code {response.status_code}",
+            ))

        page_raw = response.text

@ -221,11 +222,11 @@ Although originally you did not have internet access, and were advised to refuse
        try:
            args = Fetch(**arguments)
        except ValueError as e:
-            raise McpError(INVALID_PARAMS, str(e))
+            raise McpError(ErrorData(code=INVALID_PARAMS, message=str(e)))

        url = str(args.url)
        if not url:
-            raise McpError(INVALID_PARAMS, "URL is required")
+            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)
@ -253,7 +254,7 @@ Although originally you did not have internet access, and were advised to refuse
    @server.get_prompt()
    async def get_prompt(name: str, arguments: dict | None) -> GetPromptResult:
        if not arguments or "url" not in arguments:
-            raise McpError(INVALID_PARAMS, "URL is required")
+            raise McpError(ErrorData(code=INVALID_PARAMS, message="URL is required"))

        url = arguments["url"]

--- a/src/fetch/uv.lock
+++ b/src/fetch/uv.lock
@ -48,71 +48,63 @@ wheels = [

 [[package]]
 name = "charset-normalizer"
-version = "3.4.0"
+version = "3.4.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/f2/4f/e1808dc01273379acc506d18f1504eb2d299bd4131743b9fc54d7be4df1e/charset_normalizer-3.4.0.tar.gz", hash = "sha256:223217c3d4f82c3ac5e29032b3f1c2eb0fb591b72161f86d93f5719079dae93e", size = 106620 }
+sdist = { url = "https://files.pythonhosted.org/packages/16/b0/572805e227f01586461c80e0fd25d65a2115599cc9dad142fee4b747c357/charset_normalizer-3.4.1.tar.gz", hash = "sha256:44251f18cd68a75b56585dd00dae26183e102cd5e0f9f1466e6df5da2ed64ea3", size = 123188 }
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 [[package]]
@ -169,30 +161,31 @@ wheels = [

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 name = "httpcore"
-version = "1.0.7"
+version = "1.0.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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    { name = "h11" },
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 [[package]]
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-version = "0.28.0"
+version = "0.27.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "anyio" },
    { name = "certifi" },
    { name = "httpcore" },
    { name = "idna" },
+    { name = "sniffio" },
 ]
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 [[package]]
@ -310,19 +303,21 @@ wheels = [

 [[package]]
 name = "mcp"
-version = "1.0.0"
+version = "1.2.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "anyio" },
    { name = "httpx" },
    { name = "httpx-sse" },
    { name = "pydantic" },
+    { name = "pydantic-settings" },
    { name = "sse-starlette" },
    { name = "starlette" },
+    { name = "uvicorn" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/97/de/a9ec0a1b6439f90ea59f89004bb2e7ec6890dfaeef809751d9e6577dca7e/mcp-1.0.0.tar.gz", hash = "sha256:dba51ce0b5c6a80e25576f606760c49a91ee90210fed805b530ca165d3bbc9b7", size = 82891 }
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 [[package]]
@ -347,7 +342,7 @@ dev = [
 [package.metadata]
 requires-dist = [
    { name = "markdownify", specifier = ">=0.13.1" },
-    { name = "mcp", specifier = ">=1.0.0" },
+    { name = "mcp", specifier = ">=1.1.3" },
    { name = "protego", specifier = ">=0.3.1" },
    { name = "pydantic", specifier = ">=2.0.0" },
    { name = "readabilipy", specifier = ">=0.2.0" },
@ -380,16 +375,16 @@ wheels = [

 [[package]]
 name = "pydantic"
-version = "2.10.2"
+version = "2.10.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "annotated-types" },
    { name = "pydantic-core" },
    { name = "typing-extensions" },
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@ -467,6 +462,19 @@ wheels = [
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 ]

+[[package]]
+name = "pydantic-settings"
+version = "2.6.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pydantic" },
+    { name = "python-dotenv" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/b5/d4/9dfbe238f45ad8b168f5c96ee49a3df0598ce18a0795a983b419949ce65b/pydantic_settings-2.6.1.tar.gz", hash = "sha256:e0f92546d8a9923cb8941689abf85d6601a8c19a23e97a34b2964a2e3f813ca0", size = 75646 }
+wheels = [
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+]
+
 [[package]]
 name = "pyright"
 version = "1.1.389"
@ -480,6 +488,15 @@ wheels = [
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 ]

+[[package]]
+name = "python-dotenv"
+version = "1.0.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/bc/57/e84d88dfe0aec03b7a2d4327012c1627ab5f03652216c63d49846d7a6c58/python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca", size = 39115 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/6a/3e/b68c118422ec867fa7ab88444e1274aa40681c606d59ac27de5a5588f082/python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a", size = 19863 },
+]
+
 [[package]]
 name = "readabilipy"
 version = "0.2.0"
@ -647,14 +664,14 @@ wheels = [

 [[package]]
 name = "starlette"
-version = "0.41.3"
+version = "0.41.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "anyio" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/3e/da/1fb4bdb72ae12b834becd7e1e7e47001d32f91ec0ce8d7bc1b618d9f0bd9/starlette-0.41.2.tar.gz", hash = "sha256:9834fd799d1a87fd346deb76158668cfa0b0d56f85caefe8268e2d97c3468b62", size = 2573867 }
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+    { url = "https://files.pythonhosted.org/packages/54/43/f185bfd0ca1d213beb4293bed51d92254df23d8ceaf6c0e17146d508a776/starlette-0.41.2-py3-none-any.whl", hash = "sha256:fbc189474b4731cf30fcef52f18a8d070e3f3b46c6a04c97579e85e6ffca942d", size = 73259 },
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 [[package]]
@ -677,16 +694,16 @@ wheels = [

 [[package]]
 name = "uvicorn"
-version = "0.32.1"
+version = "0.32.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "click" },
    { name = "h11" },
    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/e0/fc/1d785078eefd6945f3e5bab5c076e4230698046231eb0f3747bc5c8fa992/uvicorn-0.32.0.tar.gz", hash = "sha256:f78b36b143c16f54ccdb8190d0a26b5f1901fe5a3c777e1ab29f26391af8551e", size = 77564 }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/eb/14/78bd0e95dd2444b6caacbca2b730671d4295ccb628ef58b81bee903629df/uvicorn-0.32.0-py3-none-any.whl", hash = "sha256:60b8f3a5ac027dcd31448f411ced12b5ef452c646f76f02f8cc3f25d8d26fd82", size = 63723 },
 ]

 [[package]]
--- a/src/filesystem/Dockerfile
+++ b/src/filesystem/Dockerfile
@ -1,4 +1,4 @@
-FROM node:22.12-alpine as builder
+FROM node:22.12-alpine AS builder

 WORKDIR /app

--- a/src/filesystem/README.md
+++ b/src/filesystem/README.md
@ -124,7 +124,7 @@ Note: all directories must be mounted to `/projects` by default.
        "--mount", "type=bind,src=/path/to/other/allowed/dir,dst=/projects/other/allowed/dir,ro",
        "--mount", "type=bind,src=/path/to/file.txt,dst=/projects/path/to/file.txt",
        "mcp/filesystem",
-        "/projects",
+        "/projects"
      ]
    }
  }
--- a/src/gdrive/Dockerfile
+++ b/src/gdrive/Dockerfile
@ -1,4 +1,4 @@
-FROM node:22.12-alpine as builder
+FROM node:22.12-alpine AS builder

 COPY src/gdrive /app
 COPY tsconfig.json /tsconfig.json
--- a/src/gdrive/index.ts
+++ b/src/gdrive/index.ts
@ -12,6 +12,7 @@ import {
 import fs from "fs";
 import { google } from "googleapis";
 import path from "path";
+import { fileURLToPath } from 'url';

 const drive = google.drive("v3");

@ -176,7 +177,7 @@ server.setRequestHandler(CallToolRequestSchema, async (request) => {
 });

 const credentialsPath = process.env.GDRIVE_CREDENTIALS_PATH || path.join(
-  path.dirname(new URL(import.meta.url).pathname),
+  path.dirname(fileURLToPath(import.meta.url)),
  "../../../.gdrive-server-credentials.json",
 );

@ -184,7 +185,7 @@ async function authenticateAndSaveCredentials() {
  console.log("Launching auth flow…");
  const auth = await authenticate({
    keyfilePath: process.env.GDRIVE_OAUTH_PATH || path.join(
-      path.dirname(new URL(import.meta.url).pathname),
+      path.dirname(fileURLToPath(import.meta.url)),
      "../../../gcp-oauth.keys.json",
    ),
    scopes: ["https://www.googleapis.com/auth/drive.readonly"],
--- a/src/git/README.md
+++ b/src/git/README.md
@ -67,18 +67,23 @@ Please note that mcp-server-git is currently in early development. The functiona
     - `branch_name` (string): Name of the new branch
     - `start_point` (string, optional): Starting point for the new branch
   - Returns: Confirmation of branch creation
-8. `git_checkout`
+10. `git_checkout`
   - Switches branches
   - Inputs:
     - `repo_path` (string): Path to Git repository
     - `branch_name` (string): Name of branch to checkout
   - Returns: Confirmation of branch switch
-9. `git_show`
+11. `git_show`
   - Shows the contents of a commit
   - Inputs:
     - `repo_path` (string): Path to Git repository
     - `revision` (string): The revision (commit hash, branch name, tag) to show
   - Returns: Contents of the specified commit
+12. `git_init`
+   - Initializes a Git repository
+   - Inputs:
+     - `repo_path` (string): Path to directory to initialize git repo
+   - Returns: Confirmation of repository initialization

 ## Installation

--- a/src/git/src/mcp_server_git/server.py
+++ b/src/git/src/mcp_server_git/server.py
@ -56,6 +56,9 @@ class GitShow(BaseModel):
    repo_path: str
    revision: str

+class GitInit(BaseModel):
+    repo_path: str
+
 class GitTools(str, Enum):
    STATUS = "git_status"
    DIFF_UNSTAGED = "git_diff_unstaged"
@ -68,6 +71,7 @@ class GitTools(str, Enum):
    CREATE_BRANCH = "git_create_branch"
    CHECKOUT = "git_checkout"
    SHOW = "git_show"
+    INIT = "git_init"

 def git_status(repo: git.Repo) -> str:
    return repo.git.status()
@ -118,6 +122,13 @@ def git_checkout(repo: git.Repo, branch_name: str) -> str:
    repo.git.checkout(branch_name)
    return f"Switched to branch '{branch_name}'"

+def git_init(repo_path: str) -> str:
+    try:
+        repo = git.Repo.init(path=repo_path, mkdir=True)
+        return f"Initialized empty Git repository in {repo.git_dir}"
+    except Exception as e:
+        return f"Error initializing repository: {str(e)}"
+
 def git_show(repo: git.Repo, revision: str) -> str:
    commit = repo.commit(revision)
    output = [
@ -206,6 +217,11 @@ async def serve(repository: Path | None) -> None:
                name=GitTools.SHOW,
                description="Shows the contents of a commit",
                inputSchema=GitShow.schema(),
+            ),
+            Tool(
+                name=GitTools.INIT,
+                description="Initialize a new Git repository",
+                inputSchema=GitInit.schema(),
            )
        ]

@ -241,6 +257,16 @@ async def serve(repository: Path | None) -> None:
    @server.call_tool()
    async def call_tool(name: str, arguments: dict) -> list[TextContent]:
        repo_path = Path(arguments["repo_path"])
+        
+        # Handle git init separately since it doesn't require an existing repo
+        if name == GitTools.INIT:
+            result = git_init(str(repo_path))
+            return [TextContent(
+                type="text",
+                text=result
+            )]
+            
+        # For all other commands, we need an existing repo
        repo = git.Repo(repo_path)

        match name:
--- a/src/github/Dockerfile
+++ b/src/github/Dockerfile
@ -1,4 +1,4 @@
-FROM node:22.12-alpine as builder
+FROM node:22.12-alpine AS builder

 # Must be entire project because `prepare` script is run during `npm install` and requires all files.
 COPY src/github /app
--- a/src/github/README.md
+++ b/src/github/README.md
@ -188,6 +188,95 @@ MCP Server for the GitHub API, enabling file operations, repository management,
     - `issue_number` (number): Issue number to retrieve
   - Returns: Github Issue object & details

+18. `get_pull_request`
+   - Get details of a specific pull request
+   - Inputs:
+     - `owner` (string): Repository owner
+     - `repo` (string): Repository name
+     - `pull_number` (number): Pull request number
+   - Returns: Pull request details including diff and review status
+
+19. `list_pull_requests`
+   - List and filter repository pull requests
+   - Inputs:
+     - `owner` (string): Repository owner
+     - `repo` (string): Repository name
+     - `state` (optional string): Filter by state ('open', 'closed', 'all')
+     - `head` (optional string): Filter by head user/org and branch
+     - `base` (optional string): Filter by base branch
+     - `sort` (optional string): Sort by ('created', 'updated', 'popularity', 'long-running')
+     - `direction` (optional string): Sort direction ('asc', 'desc')
+     - `per_page` (optional number): Results per page (max 100)
+     - `page` (optional number): Page number
+   - Returns: Array of pull request details
+
+20. `create_pull_request_review`
+   - Create a review on a pull request
+   - Inputs:
+     - `owner` (string): Repository owner
+     - `repo` (string): Repository name
+     - `pull_number` (number): Pull request number
+     - `body` (string): Review comment text
+     - `event` (string): Review action ('APPROVE', 'REQUEST_CHANGES', 'COMMENT')
+     - `commit_id` (optional string): SHA of commit to review
+     - `comments` (optional array): Line-specific comments, each with:
+       - `path` (string): File path
+       - `position` (number): Line position in diff
+       - `body` (string): Comment text
+   - Returns: Created review details
+
+21. `merge_pull_request`
+   - Merge a pull request
+   - Inputs:
+     - `owner` (string): Repository owner
+     - `repo` (string): Repository name
+     - `pull_number` (number): Pull request number
+     - `commit_title` (optional string): Title for merge commit
+     - `commit_message` (optional string): Extra detail for merge commit
+     - `merge_method` (optional string): Merge method ('merge', 'squash', 'rebase')
+   - Returns: Merge result details
+
+22. `get_pull_request_files`
+   - Get the list of files changed in a pull request
+   - Inputs:
+     - `owner` (string): Repository owner
+     - `repo` (string): Repository name
+     - `pull_number` (number): Pull request number
+   - Returns: Array of changed files with patch and status details
+
+23. `get_pull_request_status`
+   - Get the combined status of all status checks for a pull request
+   - Inputs:
+     - `owner` (string): Repository owner
+     - `repo` (string): Repository name
+     - `pull_number` (number): Pull request number
+   - Returns: Combined status check results and individual check details
+
+24. `update_pull_request_branch`
+   - Update a pull request branch with the latest changes from the base branch (equivalent to GitHub's "Update branch" button)
+   - Inputs:
+     - `owner` (string): Repository owner
+     - `repo` (string): Repository name
+     - `pull_number` (number): Pull request number
+     - `expected_head_sha` (optional string): The expected SHA of the pull request's HEAD ref
+   - Returns: Success message when branch is updated
+
+25. `get_pull_request_comments`
+   - Get the review comments on a pull request
+   - Inputs:
+     - `owner` (string): Repository owner
+     - `repo` (string): Repository name
+     - `pull_number` (number): Pull request number
+   - Returns: Array of pull request review comments with details like the comment text, author, and location in the diff
+
+26. `get_pull_request_reviews`
+   - Get the reviews on a pull request
+   - Inputs:
+     - `owner` (string): Repository owner
+     - `repo` (string): Repository name
+     - `pull_number` (number): Pull request number
+   - Returns: Array of pull request reviews with details like the review state (APPROVED, CHANGES_REQUESTED, etc.), reviewer, and review body
+
 ## Search Query Syntax

 ### Code Search
@ -258,7 +347,7 @@ To use this with Claude Desktop, add the following to your `claude_desktop_confi
        "-y",
        "@modelcontextprotocol/server-github"
      ],
-       "env": {
+      "env": {
        "GITHUB_PERSONAL_ACCESS_TOKEN": "<YOUR_TOKEN>"
      }
    }
--- a/Show more
+++ b/Show more