Discover Awesome MCP Servers

MCP Study Project

An educational repository designed to practice and understand the Model Context Protocol through simple server implementations. It demonstrates core MCP concepts such as tools, resources, and communication via stdio and SSE transport methods.

Zillapi - Zillow Property Data

REST API and MCP server for Zillow property data: Zestimates, rent estimates, tax records, listing search, price history, photos, and 300+ fields. 4 tools with OAuth 2.1 + PKCE. Free tier: 100 credits.

moonbridge

Enables compatible MCP clients to invoke Kimi Code for second opinions, code reviews, and delegated coding tasks with structured results.

Cron AI MCP

Cron AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Safety Replay Gate MCP

Replay safety evals before agent releases move forward. A paid remote MCP for AI agent safety replay checks, policy gates, eval receipts, control-fix suggestions, and release evidence exports.

MCP Hosting in TEE

在 Phala Cloud 上托管 MCP 服务器

Azure OpenAI MCP Example

This project showcases how to use the MCP protocol with Azure OpenAI. It provides a simple example to interact with OpenAI's API seamlessly via an MCP server and client.

ESPN Fantasy Basketball MCP Server

An MCP server that provides access to ESPN Fantasy Basketball APIs, enabling Claude and other MCP clients to fetch league teams, rosters, free agents, matchups, NBA schedules, and live draft assistant tools.

mcp-sudact

MCP server for Russian court practice (Sudact): full-text case search by law article, court, instance and dates, with access to full decision texts.

Hello World MCP Server

A simple boilerplate MCP server that provides a basic greeting tool for demonstration purposes. Serves as a starting template for developers to quickly create and deploy custom MCP servers.

Psi-MCP: Advanced Quantum Systems MCP Server

Enables quantum systems analysis and simulation including quantum circuits, open quantum systems, quantum chemistry calculations, many-body physics, quantum machine learning, and quantum field theory computations.

MCP Agent Trace

Enables recording and analyzing AI agent execution traces, including event logging, metric computation, loop detection, and JSON export for debugging agent behavior.

CloudStack MCP Server

Enables comprehensive management of CloudStack infrastructure through natural language, providing access to over 735 API methods for virtual machines, networking, and storage. It features enterprise-grade security with a safety confirmation system for destructive operations and extensive API coverage.

Cognio

Persistent semantic memory server for AI assistants via MCP, enabling long-term context retention and semantic search across conversations.

ZipKit MCP Server

Enables AI agents to access Thailand tax, visa, and expat-money tools, including tax calculation, remittance checks, residency counting, and premium rule-engine queries.

AgentStandard

Certified AI agent package marketplace. Browse and install verified packages for Claude, ChatGPT, Gemini, and OpenClaw — covering health, finance, productivity, career, and more. Stateful and with intent.

zahadun

Enables Claude Code and OpenCode agents to delegate tasks to peer machines over a self-hosted A2A mesh, using mTLS identity and executing via local CLIs or scripts.

mcp-swarmia

Exposes the Swarmia Export API as tools for AI assistants to query engineering metrics through natural language. It enables retrieval of DORA metrics, pull request cycle times, investment balances, and FTE effort reports.

Pinecone MCP Server

Enables AI assistants to perform semantic search, manage vectors, and interact with Pinecone vector databases through standardized MCP tools. Supports querying, upserting, deleting vectors and monitoring database statistics for knowledge base operations.

LessonLab MCP Server

Provides read-only access to LessonLab's lesson workflow, pricing, FAQ, and official links for MCP-compatible AI clients.

mcp-vcd

Enables AI assistants to analyze hardware simulation VCD waveforms and GTKWave save files, providing access to signal values, bus definitions, and groupings without loading entire files.

Airlock MCP Server

Airlock provides named resource locks, atomic shared state, presence, events, and a task queue for AI agents to coordinate on a shared filesystem, with blocking waits and SQLite-backed persistence.

vs-code-mcp-server

Provides AI assistants with VS Code integration for file operations, command execution, project analysis, and development workflow automation.

roz-mcp

Provides C# coding agents with compiler-accurate symbol analysis, including references, renames, and impact analysis for .NET solutions.

Agent Harness Lab MCP Server

Provides a guarded semantic layer for text-to-SQL, offering tools for schema discovery, semantic profiling, and query verification to enable safe and reliable SQL generation on enterprise databases.

PetPals KittyClaw MCP Server

Manages KittyClaw task board workflows for AI agents, providing a safe control plane without shell or git access.

RAGandLLM-MCP

A simple MCP server that implements a note storage system with RAG capabilities, allowing users to store notes and generate summaries of stored content.

mcp-linkedin-ads

Enables Claude to manage LinkedIn ad accounts, campaigns, ad sets, and creatives with read/write support, including performance analytics and accurate CTR calculation using landing page clicks.

silotek-serial-mcp

A headless MCP server that enables AI tools (like Claude Code) to read and analyze serial logs from embedded boards (ESP32, STM32) for firmware debugging, with read-only tools for log retrieval and a built-in web viewer.

agent-bridge

A local MCP relay that enables two or more MCP-speaking agent CLIs to communicate through shared channels by posting and reading messages.