Model Context Protocol servers
This repository is a collection of reference implementations for the Model Context Protocol (MCP), as well as references to community-built servers and additional resources.
[!IMPORTANT] If you are looking for a list of MCP servers, you can browse published servers on the MCP Registry. The repository served by this README is dedicated to housing just the small number of reference servers maintained by the MCP steering group.
[!WARNING] The servers in this repository are intended as reference implementations to demonstrate MCP features and SDK usage. They are meant to serve as educational examples for developers building their own MCP servers, not as production-ready solutions. Developers should evaluate their own security requirements and implement appropriate safeguards based on their specific threat model and use case.
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. Typically, each MCP server is implemented with an MCP SDK:
- C# MCP SDK
- Go MCP SDK
- Java MCP SDK
- Kotlin MCP SDK
- PHP MCP SDK
- Python MCP SDK
- Ruby MCP SDK
- Rust MCP SDK
- Swift MCP SDK
- TypeScript MCP SDK
๐ Reference Servers
These servers aim to demonstrate MCP features and the official SDKs.
- 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.
- Memory - Knowledge graph-based persistent memory system.
- Sequential Thinking - Dynamic and reflective problem-solving through thought sequences.
- Time - Time and timezone conversion capabilities.
Archived
The following reference servers are now archived and can be found at servers-archived.
- AWS KB Retrieval - Retrieval from AWS Knowledge Base using Bedrock Agent Runtime.
- Brave Search - Web and local search using Brave's Search API. Has been replaced by the official server.
- EverArt - AI image generation using various models.
- 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.
- 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.
- Slack - Channel management and messaging capabilities. Now maintained by Zencoder
- SQLite - Database interaction and business intelligence capabilities.
๐ Frameworks
These are high-level frameworks that make it easier to build MCP servers or clients.
For servers
- Anubis MCP (Elixir) - A high-performance and high-level Model Context Protocol (MCP) implementation in Elixir. Think like "Live View" for MCP.
- ModelFetch (TypeScript) - Runtime-agnostic SDK to create and deploy MCP servers anywhere TypeScript/JavaScript runs
- EasyMCP (TypeScript)
- FastAPI to MCP auto generator โ A zero-configuration tool for automatically exposing FastAPI endpoints as MCP tools by Tadata
- FastMCP (TypeScript)
- Foobara MCP Connector - Easily expose Foobara commands written in Ruby as tools via MCP
- Foxy Contexts โ A library to build MCP servers in Golang by strowk
- Higress MCP Server Hosting - A solution for hosting MCP Servers by extending the API Gateway (based on Envoy) with wasm plugins.
- MCP Declarative Java SDK Annotation-driven MCP servers development with Java, no Spring Framework Required, minimize dependencies as much as possible.
- MCP-Framework Build MCP servers with elegance and speed in TypeScript. Comes with a CLI to create your project with
mcp create app. Get started with your first server in under 5 minutes by Alex Andru - MCP Plexus: A secure, multi-tenant and Multi-user MCP python server framework built to integrate easily with external services via OAuth 2.1, offering scalable and robust solutions for managing complex AI applications.
- mcp_sse (Elixir) An SSE implementation in Elixir for rapidly creating MCP servers.
- mxcp (Python) - Open-source framework for building enterprise-grade MCP servers using just YAML, SQL, and Python, with built-in auth, monitoring, ETL and policy enforcement.
- Next.js MCP Server Template (Typescript) - A starter Next.js project that uses the MCP Adapter to allow MCP clients to connect and access resources.
- PayMCP (Python & TypeScript) - Lightweight payments layer for MCP servers: turn tools into paid endpoints with a two-line decorator. PyPI ยท npm ยท TS repo
- Perl SDK - An SDK for building MCP servers and clients with the Perl programming language.
- Quarkus MCP Server SDK (Java)
- R mcptools - An R SDK for creating R-based MCP servers and retrieving functionality from third-party MCP servers as R functions.
- SAP ABAP MCP Server SDK - Build SAP ABAP based MCP servers. ABAP 7.52 based with 7.02 downport; runs on R/3 & S/4HANA on-premises, currently not cloud-ready.
- Spring AI MCP Server - Provides auto-configuration for setting up an MCP server in Spring Boot applications.
- Template MCP Server - A CLI tool to create a new Model Context Protocol server project with TypeScript support, dual transport options, and an extensible structure
- AgentR Universal MCP SDK - A python SDK to build MCP Servers with inbuilt credential management by Agentr
- Vercel MCP Adapter (TypeScript) - A simple package to start serving an MCP server on most major JS meta-frameworks including Next, Nuxt, Svelte, and more.
- PHP MCP Server (PHP) - Core PHP implementation for the Model Context Protocol (MCP) server
For clients
- codemirror-mcp - CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands
- llm-analysis-assistant <img height="12" width="12" src="https://raw.githubusercontent.com/xuzexin-hz/llm-analysis-assistant/refs/heads/main/src/llm_analysis_assistant/pages/html/imgs/favicon.ico" alt="Langfuse Logo" /> - A very streamlined mcp client that supports calling and monitoring stdio/sse/streamableHttp, and can also view request responses through the /logs page. It also supports monitoring and simulation of ollama/openai interface.
- MCP-Agent - A simple, composable framework to build agents using Model Context Protocol by LastMile AI
- Spring AI MCP Client - Provides auto-configuration for MCP client functionality in Spring Boot applications.
- MCP CLI Client - A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP).
- OpenMCP Client - An all-in-one vscode/trae/cursor plugin for MCP server debugging. Document & OpenMCP SDK.
- PHP MCP Client - Core PHP implementation for the Model Context Protocol (MCP) Client
- Runbear - No-code MCP client for team chat platforms, such as Slack, Microsoft Teams, and Discord.
๐ Resources
Additional resources on MCP.
- A2A-MCP Java Bridge - A2AJava brings powerful A2A-MCP integration directly into your Java applications. It enables developers to annotate standard Java methods and instantly expose them as MCP Server, A2A-discoverable actions โ with no boilerplate or service registration overhead.
- AiMCP - A collection of MCP clients&servers to find the right mcp tools by Hekmon
- Awesome Crypto MCP Servers by badkk - A curated list of MCP servers by Luke Fan
- **[Awesome MCP Servers by appc
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