Model Context Protocol servers
About
A collection of reference implementations for the Model Context Protocol (MCP), showcasing servers implemented with TypeScript and Python SDKs.
Details
- Author
- semaes111
- Categories
- Developer Tools, Knowledge Base, AI
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Setup
Install Model Context Protocol servers in your MCP client (Claude Desktop, Cursor, Windsurf, and others).
Repository: https://github.com/semaes111/MCP
Follow the installation instructions in the repository README, then restart your MCP client.
A collection of reference implementations for the Model Context Protocol (MCP), showcasing servers implemented with TypeScript and Python SDKs.
This repository is a collection ofreference implementationsfor theModel Context Protocol(MCP), as well as references 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. Each MCP server is implemented with either theTypescript MCP SDKorPython MCP SDK.
Note: Lists in this README are maintained in alphabetical order to minimize merge conflicts when adding new items.
These servers aim to demonstrate MCP features and the TypeScript and Python SDKs.
- AWS KB Retrieval- Retrieval from AWS Knowledge Base using Bedrock Agent Runtime
- Brave Search- Web and local search using Brave's Search API
- EverArt- AI image generation using various models
- Everything- Reference / test server with prompts, resources, and tools
- Fetch- Web content fetching and conversion for efficient LLM usage
- Filesystem- Secure file operations with configurable access controls
- Git- Tools to read, search, and manipulate Git repositories
- GitHub- Repository management, file operations, and GitHub API integration
- GitLab- GitLab API, enabling project management
- Google Drive- File access and search capabilities for Google Drive
- Google Maps- Location services, directions, and place details
- Memory- Knowledge graph-based persistent memory system
- PostgreSQL- Read-only database access with schema inspection
- Puppeteer- Browser automation and web scraping
- Redis- Interact with Redis key-value stores
- Sentry- Retrieving and analyzing issues from Sentry.io
- Sequential Thinking- Dynamic and reflective problem-solving through thought sequences
- Slack- Channel management and messaging capabilities
- Sqlite- Database interaction and business intelligence capabilities
- Time- Time and timezone conversion capabilities
Official integrations are maintained by companies building production ready MCP servers for their platforms.
- 21st.dev Magic- Create crafted UI components inspired by the best 21st.dev design engineers.
- Adfin- The only platform you need to get paid - all payments in one place, invoicing and accounting reconciliations withAdfin.
- AgentQL- Enable AI agents to get structured data from unstructured web withAgentQL.
- AgentRPC- Connect to any function, any language, across network boundaries usingAgentRPC.
- Aiven- Navigate yourAiven projectsand interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services
- Alibaba Cloud AnalyticDB for MySQL- Connect to aAnalyticDB for MySQLcluster for getting database or table metadata, querying and analyzing data.It will be supported to add the openapi for cluster operation in the future.
- Apache IoTDB- MCP Server forApache IoTDBdatabase and its tools
- Apify-Actors MCP Server: Use 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more
- APIMatic MCP- APIMatic MCP Server is used to validate OpenAPI specifications usingAPIMatic. The server processes OpenAPI files and returns validation summaries by leveraging APIMatic’s API.
- Arize Phoenix- Inspect traces, manage prompts, curate datasets, and run experiments usingArize Phoenix, an open-source AI and LLM observability tool.
- Astra DB- Comprehensive tools for managing collections and documents in aDataStax Astra DBNoSQL database with a full range of operations such as create, update, delete, find, and associated bulk actions.
- Atlan- The Atlan Model Context Protocol server allows you to interact with theAtlanservices through multiple tools.
- Audiense Insights- Marketing insights and audience analysis fromAudiensereports, covering demographic, cultural, influencer, and content engagement analysis.
- AWS- Specialized MCP servers that bring AWS best practices directly to your development workflow.
- Axiom- Query and analyze your Axiom logs, traces, and all other event data in natural language
- Azure- The Azure MCP Server gives MCP Clients access to key Azure services and tools like Azure Storage, Cosmos DB, the Azure CLI, and more.
- Bankless Onchain- Query Onchain data, like ERC20 tokens, transaction history, smart contract state.
- BICScan- Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names.
- Bitrise- Chat with your builds, CI, andmore.
- Box- Interact with the Intelligent Content Management platform through Box AI.
- [Browserbase- Automate browser interactions in the cloud (e.g. web navigation, data extrac
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