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.github/workflows/release.yml vendored Normal file
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@ -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 }}"}'

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@ -10,6 +10,8 @@ The repository contains reference implementations, as well as a list of communit
We generally don't accept new servers into the repository. We do accept pull requests to the [README.md](./README.md) We generally don't accept new servers into the repository. We do accept pull requests to the [README.md](./README.md)
adding a reference to your servers. adding a reference to your servers.
Please keep lists in alphabetical order to minimize merge conflicts when adding new items.
- Check the [modelcontextprotocol.io](https://modelcontextprotocol.io) documentation - Check the [modelcontextprotocol.io](https://modelcontextprotocol.io) documentation
- Ensure your server doesn't duplicate existing functionality - Ensure your server doesn't duplicate existing functionality
- Consider whether your server would be generally useful to others - Consider whether your server would be generally useful to others

212
README.md
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@ -6,9 +6,11 @@ to community built servers and additional resources.
The servers in this repository showcase the versatility and extensibility of MCP, demonstrating how it can be used to give Large Language Models (LLMs) secure, controlled access to tools and data sources. The servers in this repository showcase the versatility and extensibility of MCP, demonstrating how it can be used to give Large Language Models (LLMs) secure, controlled access to tools and data sources.
Each MCP server is implemented with either the [Typescript MCP SDK](https://github.com/modelcontextprotocol/typescript-sdk) or [Python MCP SDK](https://github.com/modelcontextprotocol/python-sdk). Each MCP server is implemented with either the [Typescript MCP SDK](https://github.com/modelcontextprotocol/typescript-sdk) or [Python MCP SDK](https://github.com/modelcontextprotocol/python-sdk).
> Note: Lists in this README are maintained in alphabetical order to minimize merge conflicts when adding new items.
## 🌟 Reference Servers ## 🌟 Reference Servers
These servers aim to demonstrate MCP features and the Typescript and Python SDK. These servers aim to demonstrate MCP features and the TypeScript and Python SDKs.
- **[AWS KB Retrieval](src/aws-kb-retrieval-server)** - Retrieval from AWS Knowledge Base using Bedrock Agent Runtime - **[AWS KB Retrieval](src/aws-kb-retrieval-server)** - Retrieval from AWS Knowledge Base using Bedrock Agent Runtime
- **[Brave Search](src/brave-search)** - Web and local search using Brave's Search API - **[Brave Search](src/brave-search)** - Web and local search using Brave's Search API
@ -36,23 +38,34 @@ 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. 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://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://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://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)
- **[Raygun](https://github.com/MindscapeHQ/mcp-server-raygun)** - Interact with your crash reporting and real using monitoring data on your Raygun account
- **[Obsidian Markdown Notes](https://github.com/calclavia/mcp-obsidian)** - Read and search through your Obsidian vault or any directory containing Markdown notes
- <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://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://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://cdn.simpleicons.org/jetbrains" /> **[JetBrains](https://github.com/JetBrains/mcp-jetbrains)** – Work on your code with JetBrains IDEs
- **[Needle](https://github.com/JANHMS/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://kagi.com/favicon.ico" alt="Kagi Logo" /> **[Kagi Search](https://github.com/kagisearch/kagimcp)** - Search the web using Kagi's search API
- **[Neon](https://github.com/neondatabase/mcp-server-neon)** - Interact with the Neon serverless Postgres platform - <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://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
- <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://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://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
- <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://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.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://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://riza.io/favicon.ico" alt="Riza logo" /> **[Riza](https://github.com/riza-io/riza-mcp)** - Arbitrary code execution and tool-use platform for LLMs by [Riza](https://riza.io)
- <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 ### 🌎 Community Servers
@ -60,83 +73,148 @@ A growing set of community-developed and maintained servers demonstrates various
> **Note:** Community servers are **untested** and should be used at **your own risk**. They are not affiliated with or endorsed by Anthropic. > **Note:** Community servers are **untested** and should be used at **your own risk**. They are not affiliated with or endorsed by Anthropic.
- **[MCP Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you. - **[AWS S3](https://github.com/aws-samples/sample-mcp-server-s3)** - A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents
- **[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. - **[AWS](https://github.com/rishikavikondala/mcp-server-aws)** - Perform operations on your AWS resources using an LLM
- **[Spotify](https://github.com/varunneal/spotify-mcp)** - This MCP allows an LLM to play and use Spotify. - **[Airtable](https://github.com/domdomegg/airtable-mcp-server)** - Read and write access to [Airtable](https://airtable.com/) databases, with schema inspection.
- **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles - **[Airtable](https://github.com/felores/airtable-mcp)** - Airtable Model Context Protocol Server.
- **[Vega-Lite](https://github.com/isaacwasserman/mcp-vegalite-server)** - Generate visualizations from fetched data using the VegaLite format and renderer. - **[AlphaVantage](https://github.com/calvernaz/alphavantage)** - MCP server for stock market data API [AlphaVantage](https://www.alphavantage.co)
- **[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. - **[Anki](https://github.com/scorzeth/anki-mcp-server)** - An MCP server for interacting with your [Anki](https://apps.ankiweb.net) decks and cards.
- **[MySQL](https://github.com/designcomputer/mysql_mcp_server)** (by DesignComputer) - MySQL database integration in Python with configurable access controls and schema inspection - **[Any Chat Completions](https://github.com/pyroprompts/any-chat-completions-mcp)** - Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more.
- **[MySQL](https://github.com/benborla/mcp-server-mysql)** (by benborla) - MySQL database integration in NodeJS with configurable access controls and schema inspection - **[ArangoDB](https://github.com/ravenwits/mcp-server-arangodb)** - MCP Server that provides database interaction capabilities through [ArangoDB](https://arangodb.com/).
- **[MSSQL](https://github.com/aekanun2020/mcp-server/)** - MSSQL database integration with configurable access controls and schema inspection - **[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/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 - **[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
- **[Todoist](https://github.com/abhiz123/todoist-mcp-server)** - Interact with Todoist to manage your tasks. - **[Calendar](https://github.com/GongRzhe/Calendar-MCP-Server)** - Google Calendar integration server enabling AI assistants to manage calendar events through natural language interactions.
- **[Tavily search](https://github.com/RamXX/mcp-tavily)** - An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions - **[CFBD API](https://github.com/lenwood/cfbd-mcp-server)** - An MCP server for the [College Football Data API](https://collegefootballdata.com/).
- **[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. - **[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)**
- **[Playwright](https://github.com/executeautomation/mcp-playwright)** - This MCP Server will help you run browser automation and webscraping using Playwright - **[ChatSum](https://github.com/mcpso/mcp-server-chatsum)** - Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so)
- **[AWS](https://github.com/rishikavikondala/mcp-server-aws)** - Perform operations on your AWS resources using an LLM - **[Chroma](https://github.com/privetin/chroma)** - Vector database server for semantic document search and metadata filtering, built on Chroma
- **[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/) - **[ClaudePost](https://github.com/ZilongXue/claude-post)** - ClaudePost enables seamless email management for Gmail, offering secure features like email search, reading, and sending.
- **[Any Chat Completions](https://github.com/pyroprompts/any-chat-completions-mcp)** - Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more. - **[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.
- **[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. - **[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.
- **[OpenRPC](https://github.com/shanejonas/openrpc-mpc-server)** - Interact with and discover JSON-RPC APIs via [OpenRPC](https://open-rpc.org). - **[cognee-mcp](https://github.com/topoteretes/cognee/tree/main/cognee-mcp)** - GraphRAG memory server with customizable ingestion, data processing and search
- **[FireCrawl](https://github.com/vrknetha/mcp-server-firecrawl)** - Advanced web scraping with JavaScript rendering, PDF support, and smart rate limiting
- **[AlphaVantage](https://github.com/calvernaz/alphavantage)** - MCP server for stock market data API [AlphaVantage](https://www.alphavantage.co)
- **[Docker](https://github.com/ckreiling/mcp-server-docker)** - Integrate with Docker to manage containers, images, volumes, and networks.
- **[Kubernetes](https://github.com/Flux159/mcp-server-kubernetes)** - Connect to Kubernetes cluster and manage pods, deployments, and services.
- **[OpenAPI](https://github.com/snaggle-ai/openapi-mcp-server)** - Interact with [OpenAPI](https://www.openapis.org/) APIs.
- **[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.
- **[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.
- **[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.
- **[ChatSum](https://github.com/chatmcp/mcp-server-chatsum)** - Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so)
- **[Rememberizer AI](https://github.com/skydeckai/mcp-server-rememberizer)** - An MCP server designed for interacting with the Rememberizer data source, facilitating enhanced knowledge retrieval.
- **[FlightRadar24](https://github.com/sunsetcoder/flightradar24-mcp-server)** - A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data.
- **[X (Twitter)](https://github.com/vidhupv/x-mcp)** (by vidhupv) - Create, manage and publish X/Twitter posts directly through Claude chat.
- **[X (Twitter)](https://github.com/EnesCinr/twitter-mcp)** (by EnesCinr) - Interact with twitter API. Post tweets and search for tweets by query.
- **[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.
- **[XMind](https://github.com/apeyroux/mcp-xmind)** - Read and search through your XMind directory containing XMind files.
- **[oatpp-mcp](https://github.com/oatpp/oatpp-mcp)** - C++ MCP integration for Oat++. Use [Oat++](https://oatpp.io) to build MCP servers.
- **[coin_api_mcp](https://github.com/longmans/coin_api_mcp)** - Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data. - **[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. - **[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.
- **[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. - **[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!
- **[cognee-mcp](https://github.com/topoteretes/cognee-mcp-server)** - GraphRAG memory server with customizable ingestion, data processing and search - **[Dataset Viewer](https://github.com/privetin/dataset-viewer)** - Browse and analyze Hugging Face datasets with features like search, filtering, statistics, and data export
- **[Airtable](https://github.com/domdomegg/airtable-mcp-server)** - Read and write access to [Airtable](https://airtable.com/) databases, with schema inspection. - **[DeepSeek MCP Server](https://github.com/DMontgomery40/deepseek-mcp-server)** - Model Context Protocol server integrating DeepSeek's advanced language models, in addition to [other useful API endpoints](https://github.com/DMontgomery40/deepseek-mcp-server?tab=readme-ov-file#features)
- **[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. - **[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.
- **[Notion](https://github.com/v-3/notion-server)** (by v-3) - Notion MCP integration. Search, Read, Update, and Create pages through Claude chat. - **[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).
- **[Notion](https://github.com/suekou/mcp-notion-server)** (by suekou) - Interact with Notion API. - **[Dify](https://github.com/YanxingLiu/dify-mcp-server)** - A simple implementation of an MCP server for dify workflows.
- **[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. - **[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
- **[MongoDB](https://github.com/kiliczsh/mcp-mongo-server)** - A Model Context Protocol Server for MongoDB. - **[Docker](https://github.com/ckreiling/mcp-server-docker)** - Integrate with Docker to manage containers, images, volumes, and networks.
- **[Airtable](https://github.com/felores/airtable-mcp)** - Airtable Model Context Protocol Server. - **[Drupal](https://github.com/Omedia/mcp-server-drupal)** - Server for interacting with [Drupal](https://www.drupal.org/project/mcp) using STDIO transport layer.
- **[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. - **[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. - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server.
- **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext - **[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.
- **[Neo4j](https://github.com/da-okazaki/mcp-neo4j-server)** - A server that interacts with Neo4j Graph Database. - **[HubSpot](https://github.com/buryhuang/mcp-hubspot)** - HubSpot CRM integration for managing contacts and companies. Create and retrieve CRM data directly through Claude chat.
- **[AWS S3](https://github.com/aws-samples/sample-mcp-server-s3)** - A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents - **[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 Compass](https://github.com/liuyoshio/mcp-compass)** - Suggest the right MCP server for your needs
- **[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.
- **[mcp-proxy](https://github.com/sparfenyuk/mcp-proxy)** - Connect to MCP servers that run on SSE transport, or expose stdio servers as an SSE server.
- **[MSSQL](https://github.com/aekanun2020/mcp-server/)** - MSSQL database integration with configurable access controls and schema inspection
- **[Markdownify](https://github.com/zcaceres/mcp-markdownify-server)** - MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more)
- **[Minima](https://github.com/dmayboroda/minima)** - MCP server for RAG on local files
- **[MongoDB](https://github.com/kiliczsh/mcp-mongo-server)** - A Model Context Protocol Server for MongoDB.
- **[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.
- **[Neo4j](https://github.com/da-okazaki/mcp-neo4j-server)** - A community built server that interacts with Neo4j Graph Database.
- **[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).
- **[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
- **[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.
- **[RabbitMQ](https://github.com/kenliao94/mcp-server-rabbitmq)** - The MCP server that interacts with RabbitMQ to publish and consume messages.
- **[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.
- **[Reaper](https://github.com/dschuler36/reaper-mcp-server)** - Interact with your [Reaper](https://www.reaper.fm/) (Digital Audio Workstation) projects.
- **[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.
- **[World Bank data API](https://github.com/anshumax/world_bank_mcp_server)** - A server that fetches data indicators available with the World Bank as part of their data API
- **[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 ## 📚 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
* [FastMCP](https://github.com/punkpeye/fastmcp) (TypeScript)
* [EasyMCP](https://github.com/zcaceres/easy-mcp/) (TypeScript) * [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 ## 📚 Resources
Additional resources on MCP. Additional resources on MCP.
- **[AiMCP](https://www.aimcp.info)** - A collection of MCP clients&servers to find the right mcp tools by **[Hekmon](https://github.com/hekmon8)**
- **[Awesome Crypto MCP Servers by badkk](https://github.com/badkk/awesome-crypto-mcp-servers)** - A curated list of MCP servers by **[Luke Fan](https://github.com/badkk)**
- **[Awesome MCP Servers by appcypher](https://github.com/appcypher/awesome-mcp-servers)** - A curated list of MCP servers by **[Stephen Akinyemi](https://github.com/appcypher)**
- **[Awesome MCP Servers by punkpeye](https://github.com/punkpeye/awesome-mcp-servers)** (**[website](https://glama.ai/mcp/servers)**) - A curated list of MCP servers by **[Frank Fiegel](https://github.com/punkpeye)** - **[Awesome MCP Servers by punkpeye](https://github.com/punkpeye/awesome-mcp-servers)** (**[website](https://glama.ai/mcp/servers)**) - A curated list of MCP servers by **[Frank Fiegel](https://github.com/punkpeye)**
- **[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)** - **[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)**
- **[Awesome MCP Servers by appcypher](https://github.com/appcypher/awesome-mcp-servers)** - A curated list of MCP servers by **[Stephen Akinyemi](https://github.com/appcypher)**
- **[Open-Sourced MCP Servers Directory](https://github.com/chatmcp/mcp-directory)** - A curated list of MCP servers by **[mcpso](https://mcp.so)**
- **[Discord Server](https://glama.ai/mcp/discord)** – A community discord server dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** - **[Discord Server](https://glama.ai/mcp/discord)** – A community discord server 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)** - **[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-get](https://mcp-get.com)** - Command line tool for installing and managing MCP servers by **[Michael Latman](https://github.com/michaellatman)** - **[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-cli](https://github.com/wong2/mcp-cli)** - A CLI inspector for the Model Context Protocol by **[wong2](https://github.com/wong2)**
- **[r/mcp](https://www.reddit.com/r/mcp)** – A Reddit community dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)**
- **[MCP X Community](https://x.com/i/communities/1861891349609603310)** – A X community for MCP by **[Xiaoyi](https://x.com/chxy)** - **[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)** - **[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)** - **[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 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.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 ## 🚀 Getting Started

20
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"license": "MIT",
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"on-finished": "2.4.1", "on-finished": "2.4.1",
"parseurl": "~1.3.3", "parseurl": "~1.3.3",
"path-to-regexp": "0.1.10", "path-to-regexp": "0.1.12",
"proxy-addr": "~2.0.7", "proxy-addr": "~2.0.7",
"qs": "6.13.0", "qs": "6.13.0",
"range-parser": "~1.2.1", "range-parser": "~1.2.1",
@ -2535,6 +2536,10 @@
}, },
"engines": { "engines": {
"node": ">= 0.10.0" "node": ">= 0.10.0"
},
"funding": {
"type": "opencollective",
"url": "https://opencollective.com/express"
} }
}, },
"node_modules/extend": { "node_modules/extend": {
@ -3770,9 +3775,10 @@
"license": "ISC" "license": "ISC"
}, },
"node_modules/path-to-regexp": { "node_modules/path-to-regexp": {
"version": "0.1.10", "version": "0.1.12",
"resolved": "https://registry.npmjs.org/path-to-regexp/-/path-to-regexp-0.1.10.tgz", "resolved": "https://registry.npmjs.org/path-to-regexp/-/path-to-regexp-0.1.12.tgz",
"integrity": "sha512-7lf7qcQidTku0Gu3YDPc8DJ1q7OOucfa/BSsIwjuh56VU7katFvuM8hULfkwB3Fns/rsVF7PwPKVw1sl5KQS9w==" "integrity": "sha512-RA1GjUVMnvYFxuqovrEqZoxxW5NUZqbwKtYz/Tt7nXerk0LbLblQmrsgdeOxV5SFHf0UDggjS/bSeOZwt1pmEQ==",
"license": "MIT"
}, },
"node_modules/pend": { "node_modules/pend": {
"version": "1.2.0", "version": "1.2.0",

210
scripts/release.py Executable file
View file

@ -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())

View file

@ -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 src/aws-kb-retrieval-server /app
COPY tsconfig.json /tsconfig.json COPY tsconfig.json /tsconfig.json

View file

@ -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. # Must be entire project because `prepare` script is run during `npm install` and requires all files.
COPY src/brave-search /app COPY src/brave-search /app

View file

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

View file

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

View file

@ -16,7 +16,9 @@
"scripts": { "scripts": {
"build": "tsc && shx chmod +x dist/*.js", "build": "tsc && shx chmod +x dist/*.js",
"prepare": "npm run build", "prepare": "npm run build",
"watch": "tsc --watch" "watch": "tsc --watch",
"start": "node dist/index.js",
"start:sse": "node dist/sse.js"
}, },
"dependencies": { "dependencies": {
"@modelcontextprotocol/sdk": "1.0.1", "@modelcontextprotocol/sdk": "1.0.1",

View file

@ -17,7 +17,7 @@ classifiers = [
] ]
dependencies = [ dependencies = [
"markdownify>=0.13.1", "markdownify>=0.13.1",
"mcp>=1.0.0", "mcp>=1.1.3",
"protego>=0.3.1", "protego>=0.3.1",
"pydantic>=2.0.0", "pydantic>=2.0.0",
"readabilipy>=0.2.0", "readabilipy>=0.2.0",

View file

@ -7,6 +7,7 @@ from mcp.shared.exceptions import McpError
from mcp.server import Server from mcp.server import Server
from mcp.server.stdio import stdio_server from mcp.server.stdio import stdio_server
from mcp.types import ( from mcp.types import (
ErrorData,
GetPromptResult, GetPromptResult,
Prompt, Prompt,
PromptArgument, PromptArgument,
@ -79,15 +80,15 @@ async def check_may_autonomously_fetch_url(url: str, user_agent: str) -> None:
headers={"User-Agent": user_agent}, headers={"User-Agent": user_agent},
) )
except HTTPError: except HTTPError:
raise McpError( raise McpError(ErrorData(
INTERNAL_ERROR, code=INTERNAL_ERROR,
f"Failed to fetch robots.txt {robot_txt_url} due to a connection issue", message=f"Failed to fetch robots.txt {robot_txt_url} due to a connection issue",
) ))
if response.status_code in (401, 403): if response.status_code in (401, 403):
raise McpError( raise McpError(ErrorData(
INTERNAL_ERROR, code=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", 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: elif 400 <= response.status_code < 500:
return return
robot_txt = response.text 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) robot_parser = Protego.parse(processed_robot_txt)
if not robot_parser.can_fetch(str(url), user_agent): if not robot_parser.can_fetch(str(url), user_agent):
raise McpError( raise McpError(ErrorData(
INTERNAL_ERROR, code=INTERNAL_ERROR,
f"The sites robots.txt ({robot_txt_url}), specifies that autonomous fetching of this page is not allowed, " 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"<useragent>{user_agent}</useragent>\n"
f"<url>{url}</url>" f"<url>{url}</url>"
f"<robots>\n{robot_txt}\n</robots>\n" 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 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.", 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( async def fetch_url(
@ -124,12 +125,12 @@ async def fetch_url(
timeout=30, timeout=30,
) )
except HTTPError as e: 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: if response.status_code >= 400:
raise McpError( raise McpError(ErrorData(
INTERNAL_ERROR, code=INTERNAL_ERROR,
f"Failed to fetch {url} - status code {response.status_code}", message=f"Failed to fetch {url} - status code {response.status_code}",
) ))
page_raw = response.text page_raw = response.text
@ -221,11 +222,11 @@ Although originally you did not have internet access, and were advised to refuse
try: try:
args = Fetch(**arguments) args = Fetch(**arguments)
except ValueError as e: except ValueError as e:
raise McpError(INVALID_PARAMS, str(e)) raise McpError(ErrorData(code=INVALID_PARAMS, message=str(e)))
url = str(args.url) url = str(args.url)
if not 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: if not ignore_robots_txt:
await check_may_autonomously_fetch_url(url, user_agent_autonomous) await check_may_autonomously_fetch_url(url, user_agent_autonomous)
@ -253,7 +254,7 @@ Although originally you did not have internet access, and were advised to refuse
@server.get_prompt() @server.get_prompt()
async def get_prompt(name: str, arguments: dict | None) -> GetPromptResult: async def get_prompt(name: str, arguments: dict | None) -> GetPromptResult:
if not arguments or "url" not in arguments: 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"] url = arguments["url"]

181
src/fetch/uv.lock generated
View file

@ -48,71 +48,63 @@ wheels = [
[[package]] [[package]]
name = "charset-normalizer" name = "charset-normalizer"
version = "3.4.0" version = "3.4.1"
source = { registry = "https://pypi.org/simple" } 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 }
wheels = [ wheels = [
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{ name = "pydantic" }, { name = "pydantic" },
{ name = "pydantic-settings" },
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[[package]] [[package]]
@ -347,7 +342,7 @@ dev = [
[package.metadata] [package.metadata]
requires-dist = [ requires-dist = [
{ name = "markdownify", specifier = ">=0.13.1" }, { 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 = "protego", specifier = ">=0.3.1" },
{ name = "pydantic", specifier = ">=2.0.0" }, { name = "pydantic", specifier = ">=2.0.0" },
{ name = "readabilipy", specifier = ">=0.2.0" }, { name = "readabilipy", specifier = ">=0.2.0" },
@ -380,16 +375,16 @@ wheels = [
[[package]] [[package]]
name = "pydantic" name = "pydantic"
version = "2.10.2" version = "2.10.1"
source = { registry = "https://pypi.org/simple" } source = { registry = "https://pypi.org/simple" }
dependencies = [ dependencies = [
{ name = "annotated-types" }, { name = "annotated-types" },
{ name = "pydantic-core" }, { name = "pydantic-core" },
{ name = "typing-extensions" }, { 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" },
]
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[[package]] [[package]]
name = "pyright" name = "pyright"
version = "1.1.389" 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" }
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[[package]] [[package]]
name = "readabilipy" name = "readabilipy"
version = "0.2.0" version = "0.2.0"
@ -647,14 +664,14 @@ wheels = [
[[package]] [[package]]
name = "starlette" name = "starlette"
version = "0.41.3" version = "0.41.2"
source = { registry = "https://pypi.org/simple" } source = { registry = "https://pypi.org/simple" }
dependencies = [ dependencies = [
{ name = "anyio" }, { name = "anyio" },
] ]
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[[package]] [[package]]
@ -677,16 +694,16 @@ wheels = [
[[package]] [[package]]
name = "uvicorn" name = "uvicorn"
version = "0.32.1" version = "0.32.0"
source = { registry = "https://pypi.org/simple" } source = { registry = "https://pypi.org/simple" }
dependencies = [ dependencies = [
{ name = "click" }, { name = "click" },
{ name = "h11" }, { name = "h11" },
{ name = "typing-extensions", marker = "python_full_version < '3.11'" }, { name = "typing-extensions", marker = "python_full_version < '3.11'" },
] ]
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[[package]] [[package]]

View file

@ -1,4 +1,4 @@
FROM node:22.12-alpine as builder FROM node:22.12-alpine AS builder
WORKDIR /app WORKDIR /app

View file

@ -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/other/allowed/dir,dst=/projects/other/allowed/dir,ro",
"--mount", "type=bind,src=/path/to/file.txt,dst=/projects/path/to/file.txt", "--mount", "type=bind,src=/path/to/file.txt,dst=/projects/path/to/file.txt",
"mcp/filesystem", "mcp/filesystem",
"/projects", "/projects"
] ]
} }
} }

View file

@ -1,4 +1,4 @@
FROM node:22.12-alpine as builder FROM node:22.12-alpine AS builder
COPY src/gdrive /app COPY src/gdrive /app
COPY tsconfig.json /tsconfig.json COPY tsconfig.json /tsconfig.json

View file

@ -12,6 +12,7 @@ import {
import fs from "fs"; import fs from "fs";
import { google } from "googleapis"; import { google } from "googleapis";
import path from "path"; import path from "path";
import { fileURLToPath } from 'url';
const drive = google.drive("v3"); const drive = google.drive("v3");
@ -176,7 +177,7 @@ server.setRequestHandler(CallToolRequestSchema, async (request) => {
}); });
const credentialsPath = process.env.GDRIVE_CREDENTIALS_PATH || path.join( 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", "../../../.gdrive-server-credentials.json",
); );
@ -184,7 +185,7 @@ async function authenticateAndSaveCredentials() {
console.log("Launching auth flow…"); console.log("Launching auth flow…");
const auth = await authenticate({ const auth = await authenticate({
keyfilePath: process.env.GDRIVE_OAUTH_PATH || path.join( 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", "../../../gcp-oauth.keys.json",
), ),
scopes: ["https://www.googleapis.com/auth/drive.readonly"], scopes: ["https://www.googleapis.com/auth/drive.readonly"],

View file

@ -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 - `branch_name` (string): Name of the new branch
- `start_point` (string, optional): Starting point for the new branch - `start_point` (string, optional): Starting point for the new branch
- Returns: Confirmation of branch creation - Returns: Confirmation of branch creation
8. `git_checkout` 10. `git_checkout`
- Switches branches - Switches branches
- Inputs: - Inputs:
- `repo_path` (string): Path to Git repository - `repo_path` (string): Path to Git repository
- `branch_name` (string): Name of branch to checkout - `branch_name` (string): Name of branch to checkout
- Returns: Confirmation of branch switch - Returns: Confirmation of branch switch
9. `git_show` 11. `git_show`
- Shows the contents of a commit - Shows the contents of a commit
- Inputs: - Inputs:
- `repo_path` (string): Path to Git repository - `repo_path` (string): Path to Git repository
- `revision` (string): The revision (commit hash, branch name, tag) to show - `revision` (string): The revision (commit hash, branch name, tag) to show
- Returns: Contents of the specified commit - 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 ## Installation

View file

@ -56,6 +56,9 @@ class GitShow(BaseModel):
repo_path: str repo_path: str
revision: str revision: str
class GitInit(BaseModel):
repo_path: str
class GitTools(str, Enum): class GitTools(str, Enum):
STATUS = "git_status" STATUS = "git_status"
DIFF_UNSTAGED = "git_diff_unstaged" DIFF_UNSTAGED = "git_diff_unstaged"
@ -68,6 +71,7 @@ class GitTools(str, Enum):
CREATE_BRANCH = "git_create_branch" CREATE_BRANCH = "git_create_branch"
CHECKOUT = "git_checkout" CHECKOUT = "git_checkout"
SHOW = "git_show" SHOW = "git_show"
INIT = "git_init"
def git_status(repo: git.Repo) -> str: def git_status(repo: git.Repo) -> str:
return repo.git.status() return repo.git.status()
@ -118,6 +122,13 @@ def git_checkout(repo: git.Repo, branch_name: str) -> str:
repo.git.checkout(branch_name) repo.git.checkout(branch_name)
return f"Switched to branch '{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: def git_show(repo: git.Repo, revision: str) -> str:
commit = repo.commit(revision) commit = repo.commit(revision)
output = [ output = [
@ -206,6 +217,11 @@ async def serve(repository: Path | None) -> None:
name=GitTools.SHOW, name=GitTools.SHOW,
description="Shows the contents of a commit", description="Shows the contents of a commit",
inputSchema=GitShow.schema(), 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() @server.call_tool()
async def call_tool(name: str, arguments: dict) -> list[TextContent]: async def call_tool(name: str, arguments: dict) -> list[TextContent]:
repo_path = Path(arguments["repo_path"]) 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) repo = git.Repo(repo_path)
match name: match name:

View file

@ -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. # Must be entire project because `prepare` script is run during `npm install` and requires all files.
COPY src/github /app COPY src/github /app

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