Discover Awesome MCP Servers

rocq-piler

MCP server that bridges LLMs with the Rocq (Coq) proof assistant via LSP, enabling interactive theorem proving with AI.

Alpaca MCP Server

A comprehensive Model Context Protocol server for Alpaca's Trading API that enables natural language trading operations through AI assistants, supporting stocks, options, crypto, portfolio management, and real-time market data.

MCP MongoDB Integration

这个项目演示了 MongoDB 与模型上下文协议 (MCP) 的集成，旨在为 AI 助手提供数据库交互能力。

tomsk-transport

MCP server providing real-time public transport data for Tomsk, including routes, schedules, stops with lazy OSM enrichment, nearby stop search, and a routing prompt for LLMs.

mssql-readonly-mcp

Enables AI assistants to query Microsoft SQL Server safely through natural language, with an iron-clad read-only guarantee enforced at both database and application levels.

embodied_arm_mcp

MCP server for voice-controlled 6DOF robotic arm, exposing tools like move_to, gripper_open, gripper_close, record_motion, and replay_motion.

local-evidence-mcp

A local-first MCP server for retrieving a small evidence set and recording reviewed conclusions, policy-gated and redacted without giving an agent general filesystem access.

LINKIT

Structures communication profiles for people with hearing difficulties and provides situational guides, assistive tools, and testimonies to enable better communication support.

data.gov MCP server

Read-only access to approved federal APIs using the data.gov API gateway. Provides tools to call federal APIs and retrieve rate limit information.

WebSearch MCP Server

Enables web search, scraping, and YouTube transcript extraction via DuckDuckGo and Playwright, with persistent browser profile for authentication.

my-memory-mcp

A MCP server that provides persistent memory for AI assistants, storing personal information, relationships, and observations to enable personalized and contextual conversations.

Argus

One endpoint, five search providers. Search broker for AI agents with automatic fallback, RRF ranking, and budget enforcement. The LiteLLM of web search.

mobile-device-mcp

MCP server that gives AI coding assistants the ability to see and interact with mobile devices. 49 tools for Android/iOS — AI-powered visual analysis (Claude + Gemini), smart tap/type by description, Flutter widget tree inspection, video recording, and test script generation. 4-tier element search with <1ms local matching. Free tier included, zero setup via npx.

mcp-postgres

PostgreSQL administration MCP server for read-only inspection, monitoring, and non-destructive maintenance, enabling safe database interaction via assistants like Claude without data modification.

super-hevy-mcp

MCP server for the Hevy workout tracker that enables users to query training history, log workouts, and manage routines via natural language.

WorkItems DevOps MCP Server

Enables LLMs and AI applications to interact with Azure DevOps Work Items, supporting queries, filtering, status updates, date management, effort tracking, descriptions, and comments through natural language.

SkyBrain

Provides a shared MCP memory layer for AI clients, backed by Cloudflare Workers and D1, enabling personal Markdown notes management.

UnifyAPI

One API key and one billing rail for hundreds of API tools across many providers — exposed to AI agents through a single MCP endpoint and billed per call with x402 crypto payments.

Canon Camera MCP

A minimal server for controlling Canon cameras remotely via the Canon Camera Control API, using FastMCP for streamable HTTP transport.

mcp-database-server

A modular MCP server that enables interaction with multiple database types including PostgreSQL, MySQL, SQLite, Redis, MongoDB, and LDAP. It provides tools for executing queries, managing SQL commands, and exploring database schemas with configurable read-only security.

livostyle-catalog-mcp

Live access to 2,766+ women's fashion products from Livostyle.com via 6 tools — search products, get product details, list 158 collections, generate outfit recommendations by occasion/budget/season, and view catalog stats. Weekly-synced from Shopify; MIT-licensed open dataset.

drop

Publishes HTML pages straight from your AI assistant to a shareable URL, then lets you manage them - update, list, search, fetch, and delete pages in a public or private workspace. Turns "share what I just made" into a single tool call from Claude, Cursor, or any MCP client.

QA-MCP-Learning-Lab

Showcases principal-level QA architecture using MCP tools and Playwright for validating security, business workflows, contract safety, and cross-layer consistency.

personal-mcp-context

A Model Context Protocol server that stores personal context as structured Markdown files with a knowledge graph, enabling AI agents to query identity, devices, servers, and projects on-demand.

LINE Bot MCP Server

Model Context Protocol server implementation that integrates the LINE Messaging API to connect AI agents with LINE Official Accounts, enabling agents to send messages to users.

seerr-mcp

MCP server exposing Seerr's full v1 REST API as tools, enabling LLMs to search and discover media, manage requests and approvals, users, issues, watchlists, and integration settings for Plex/Jellyfin/Emby and Sonarr/Radarr, including reads and writes with destructive operations flagged.

TubePilot

Enables AI assistants to fetch and analyze YouTube data, including video info, transcripts, channel analysis, and comparisons, with both free and API-key extended tools.

Monti APM MCP Server

Enables AI assistants to interact with Monti APM for Meteor application performance monitoring.

1Panel MCP Server

Enables AI agents to manage server infrastructure through the 1Panel API, including Docker containers, databases, and system monitoring. It provides tools for website management, file operations, and application deployment via natural language commands.

tsetmc-mcp

An MCP server that provides live Tehran Stock Exchange data, including quotes, order books, money flow, and custom filters, to Claude and other MCP clients.