Discover Awesome MCP Servers

memo

MCP server for local, offline-capable library documentation. It resolves library IDs and retrieves up-to-date docs via hybrid search from a persistent SQLite cache.

DataFrame Analyst MCP

Enables analysis of datasets from CSV/Excel files, Google Sheets, and Google Drive with comprehensive data profiling tools including schema inference, missing value reports, correlation analysis, and outlier detection. Supports exporting analytical reports in multiple formats to local storage or Google Drive.

mise-en-space

An MCP server that enables LLMs to search, fetch, and act on Google Workspace (Drive, Gmail, Docs, Sheets, etc.) with rich, one-call results and file deposits to disk, reducing context usage.

fldigi-mcp

Enables MCP clients like Claude Desktop to control the fldigi amateur radio digital modem application, including modem, rig, log, and transmit functions, with a callsign-based transmit safety gate.

LLMarr

An MCP server that replicates Sonarr/Radarr/Lidarr functionality driven by an LLM, enabling automated torrent management for TV shows and movies.

Atlas MCP Server

Provides an enterprise-grade AI-powered pipeline with 33 professional tools for code analysis, migration, testing, and more, integrated with modern IDEs like Cursor and VS Code.

Agentic Developer MCP

An MCP server that wraps OpenAI's Codex CLI to automate repository cloning and code analysis tasks. It enables users to execute complex coding requests on specific Git branches and subfolders using standardized MCP tools.

absec-mcp

Enables security review of code diffs and files in Cursor/VS Code using local rule-based analysis with the same rule IDs as CI, no cloud required.

Pocket Connector

🔗 用于从 Pocket API 检索已保存文章并将其加载到 Claude 中的模型上下文协议 (MCP) 服务器

JustFill PDF Forms

Fill any PDF form with AI agents — ML field detection on scans, visual review loop, reusable templates, and native AcroForm fill via justfill.app.

tsheets-mcp

Exposes the full public TSheets REST API v1 as MCP tools, enabling time tracking, scheduling, and PTO management operations via natural language.

Protein Design MCP Server

Enables LLM agents to design proteins, predict structures, score interfaces, and run molecular dynamics simulations through a unified interface.

mongo-mcp

Enables CRUD operations on MongoDB databases and collections, including listing databases and collections, via MCP tools.

Aurey Wallet MCP

Self-hosted MCP server enabling AI agents to manage EVM wallets, check balances, swap tokens, and securely execute transactions via 1Claw Intents without exposing private keys.

codeprint

An MCP server that indexes your git history and serves your personal coding style back to Claude as style rules, exemplars, and refinement patterns for style-conditioned code generation.

Metasploit MCP Server

Provides a bridge between large language models and the Metasploit Framework, enabling AI assistants to access and control penetration testing functionality through natural language.

Qwen3 MCP Server

A complete MCP server that gives LM Studio's Qwen3 (or any local LLM) full coding agent capabilities including 80+ tools for file operations, command execution, git, web search, memory, planning, and a full skills system.

ai-backend-performance-mcp

Enables AI agents to perform read-only static analysis of Node.js backend projects, detecting database query anti-patterns, async bottlenecks, connection pooling mistakes, and dependency hygiene issues while returning structured evidence-backed findings.

Motion MCP Server

Connects Claude.ai to your Motion workspace, enabling task and project management via natural language.

@alexandrebouchez/batch-mcp

MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enabling agents to manage profiles, send push notifications, orchestrate campaigns, and handle data exports through typed tools.

GateCheck

A remote MCP server that verifies paid x402 and MCP tools for discoverability, inspectability, and claim-bound correctness, enabling pre-submission readiness checks for agent-tool sellers.

TimeReverse

Provides verifiable, append-only context handoffs for Codex and MCP clients, enabling memory persistence and resume across chat sessions.

Noesis MCP Server

Provides persistent, cross-session memory for AI agents using a wave-based scoring system that surfaces relevant knowledge across sessions.

GnuRadio

GnuRadio

VeriTR

MCP server that unifies official Turkish open data sources into a single interface, letting AI agents query and compare normalized indicators like population, inflation, and GDP through natural language.

Agent-MQ

agent-mq is a message queue that enables AI coding agents to communicate with each other across sessions and machines. Agents can send messages, delegate tasks, and coordinate work — all through MCP tools. Supports Claude Code, Cursor, Codex, OpenClaw, and any MCP-compatible tool. UUID-based authentication with per-user data isolation. Self-hostable with Docker.

AppCan Helper MCP Server

Enables users to search and access AppCan mobile development platform documentation with intelligent fuzzy search, caching, and content retrieval. Provides comprehensive access to AppCan's API documentation, development guides, and tutorials through natural language queries.

Mi Fitness MCP CN

Enables reading and syncing Xiaomi Mi Fitness health data (steps, heart rate, sleep, workouts) from the Chinese cloud region to a local SQLite database via MCP tools.

LRDISCO2_RAG_MCP

Provides a single tool to query a knowledge base of the Land Rover Discovery II maintenance manual, using RAG with LLAMA 3 and ChromaDB.