Model Context Protocol servers
About
A collection of reference implementations for the Model Context Protocol (MCP), showcasing servers built with TypeScript and Python SDKs.
Details
- Author
- andreagroferreira
- Categories
- Developer Tools
Jump to
Setup
Install Model Context Protocol servers in your MCP client (Claude Desktop, Cursor, Windsurf, and others).
Repository: https://github.com/andreagroferreira/servers
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 built 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
- 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.
- Audiense Insights- Marketing insights and audience analysis fromAudiensereports, covering demographic, cultural, influencer, and content engagement analysis.
- Axiom- Query and analyze your Axiom logs, traces, and all other event data in natural language
- Bankless Onchain- Query Onchain data, like ERC20 tokens, transaction history, smart contract state.
- Box- Interact with the Intelligent Content Management platform through Box AI.
- Browserbase- Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
- Chargebee- MCP Server that connects AI agents toChargebee platform.
- Chroma- Embeddings, vector search, document storage, and full-text search with the open-source AI application database
- Chronulus AI- Predict anything with Chronulus AI forecasting and prediction agents.
- ClickHouse- Query yourClickHousedatabase server.
- Cloudflare- Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1)
- Comet Opik- Query and analyze yourOpiklogs, traces, prompts and all other telemtry data from your LLMs in natural language.
- Convex- Introspect and query your apps deployed to Convex.
- Dart- Interact with task, doc, and project data inDart, an AI-native project management tool
- DevHub- Manage and utilize website content within theDevHubCMS platform
- E2B- Run code in secure sandboxes hosted byE2B
- EduBase- Interact withEduBase, a comprehensive e-learning platform with advanced quizzing, exam management, and content organization capabilities
- [eSignatures- Contract and template management for drafting, reviewing, and sending binding contracts.
- **](ht
…
Sign in to leave a review
Use Google, GitHub, or an email account so ratings stay tied to real people.
No reviews posted yet.
