Discover Awesome MCP Servers

Fangorn MCP Server

Enables AI agents to query Fangorn subgraph schemas and conformant data from published data sources via the Model Context Protocol.

Bulkhead

Provides cascading content protection for AI coding assistants by detecting and redacting PII, secrets, prompt injection, and system prompt leakage before they reach LLMs.

Datadog MCP Server

A comprehensive read-only MCP server for Datadog, providing 117 tools to query logs, APM, metrics, monitors, dashboards, SLOs, and more, with zero write capabilities for safe AI integration.

cortex-memory

Captures project memory automatically across AI coding sessions, injecting relevant context into CLAUDE.md for zero-context-loss sessions.

MCP Security Framework

Enables creation of secure-by-default MCP servers with 5-layer validation to protect against injection, path traversal, and other attack vectors.

mcp-server-test

MCP服务器测试仓库 (MCP Fúwùqì cèshì cāngkù)

Recipe Research MCP Server

Enables recipe search, storage, and meal planning using TheMealDB API. Provides comprehensive recipe discovery, automatic recipe collection management, and custom meal plan creation with detailed cooking instructions and ingredients.

AgentSkills MCP Server

Provides AI tools with access to real-time web search, automated code reviews, and detailed Korean business information through the AgentSkills API. It enables users to perform structured searches, analyze code for security and performance, and retrieve Korean company financial data.

Monad NFT Analytics MCP

A server that retrieves NFT-related data on the Monad testnet, allowing users to check NFT holders, calculate portfolio values, view collections, and track top-selling NFTs by volume and sales across different time periods.

Leadloadz

Fetch fresh leads and verify emails in one MCP server

trae-cn-mcp

MCP server that integrates with Volcengine's coding API to enable AI-powered chat, file read/write, and command execution via OpenClaw.

Systematic Reasoning AI MCP Server

Enforces a structured reasoning cycle with mandatory reflection and searchable memory, transforming AI agents into deliberate, learning-based thinkers.

Atlassian Bitbucket MCP Server

Atlassian Bitbucket MCP 服务器，用于自托管 Bitbucket 服务器。

Zerodha Integration

使用多云插件框架将 Zerodha 的交易平台与 Claude AI 集成，允许用户直接通过 Claude 与他们的 Zerodha 交易账户进行交互，进行股票交易和共同基金操作。

Neo4j Agent Memory MCP Server

Enables AI agents to store, retrieve, and connect information in a Neo4j graph database as persistent memory, with semantic relationships, natural language search, and temporal tracking across conversations.

mcp-apple-notes

An MCP server that enables LLM agents to list, read, create, update, delete, and search Apple Notes on macOS.

vision-reader

Enables reading images (diagrams, screenshots) directly via the model's own vision, with no external API key needed, and can extract embedded images from .doc/MHTML documents.

blackmount-nlp-mcp

NLP without the bloat — 45 tools for sentiment, keywords, readability, summarization. Zero heavy dependencies. 42KB wheel.

Weather MCP Server for Intercom

Integrates weather tools with Intercom, providing real-time weather alerts, forecasts, and personalized customer greetings using National Weather Service API data.

AlphaFold Sovereign MCP

Integrates AlphaFold DB and eight other biomedical data sources into MCP tools for variant clinical reporting, disease-target analysis, structural intelligence, and drug repurposing, with results persisted to a local SQLite knowledge graph.

agent-magnet

Self-learning memory for AI tools. Remembers user preferences and context across Claude, Cursor, and Codex with multi-parameter forgetting and cross-tool identity.

Lunch Money MCP Server

An MCP server providing full integration with the Lunch Money API to manage financial data including transactions, budgets, assets, and categories. It enables AI assistants to perform CRUD operations on financial records through a standardized HTTP interface.

Polymarket MCP Bot Analyst

MCP server for analyzing successful trading bots on Polymarket, enabling discovery of top traders, AI-powered strategy classification, and bot detection.

text_file_read_and_refactor_mcp

Token-efficient Python stdio MCP server exposing safe text-file search, reading, and refactoring tools.

Canvas LMS MCP

Enables AI agents to access Canvas LMS academic data such as courses, assignments, grades, and events via MCP tools.

Mistral OCR MCP Server

An MCP server that enables Claude to perform OCR on local files using Mistral AI's document processing capabilities. It converts documents and images into markdown format for seamless analysis and interaction.

@lumiastream/mcp

An MCP server for Lumia Stream that lets AI assistants trigger commands, set light colors, fire alerts, run text-to-speech, and read/write variables via the local REST API.

YugabyteDB MCP Server

An MCP server implementation that allows Large Language Models to directly interact with YugabyteDB databases, supporting table listing and read-only SQL queries.

butter-code-health

Enables AI assistants to analyze code health in TypeScript/JavaScript projects, providing tools to run analysis, start a dashboard, and get summaries.

MCP Foundry

Automatically generates, validates, and deploys remote MCP servers from natural language descriptions, with a web dashboard for management.