发现优秀的 MCP 服务器

plaky115-mcp

MCP server for the Plaky project management API. Provides 32 generated and 7 curated tools for spaces, boards, items, comments, and more, with safe defaults and dry-run mutations.

docmancer

Local-first memory for coding agents. Discovers the memory, instructions, and rules Claude Code, Codex, and Cursor already wrote on your machine, combines them into one canonical Markdown tree, and serves grounded, cited recall through tools like ask_memory and canonical_memory.

Dynamic API Server (MCP)

一个基于 MCP 协议的模块化动态 API 服务器，为 AI 助手提供丰富的工具能力，同时显著降低 prompt token 的消耗。

jellyfin-api

Provides interaction with Jellyfin media server via the Jellyfin REST API, enabling content management and server configuration through natural language.

swiss-knife

Provides MCP tools for common developer operations like file outlining, git commit context, test summary, process management, and waiting for conditions, returning structured JSON to reduce token usage.

Terminal Capture MCP Server

Enables AI agents to run commands, capture outputs, and manage background processes with filtering capabilities for debugging and monitoring.

fillout-mcp-server

Enables form management, response handling, and analytics via the Fillout.io API, allowing users to create, update, and fetch forms and submissions through natural language.

email-send-mcp

An MCP server that enables LLMs to compose and send emails with attachments, and search for files in directories by pattern.

FreshMCP

Provides standardized MCP interfaces for Azure services including Cosmos DB operations (container and item management) and AI Search operations (index management), deployed through Azure API Management gateway.

YOKATLAS MCP Server

Provides access to Turkish higher education data, enabling search and retrieval of detailed information about bachelor's and associate degree programs from universities across Turkey.

FilDOS MCP Server

Enables AI agents to autonomously manage files on the Filecoin decentralized network through folder management, file uploads, and AI-powered semantic search. Provides seamless integration with Filecoin storage through simple MCP tool calls.

DETRAN AC: Veículo

MCP server for querying official vehicle data from DETRAN AC (Brazil) in a read-only manner, enabling natural language access to vehicle information.

paranoia-local

A local MCP server that provides adversarial code review by having one frontier agent (Claude Code or Codex) critique code changes using the other agent (Codex or Claude Code) with full repository access, enabling a genuine second opinion on code and plans.

x402-farm

MCP server providing 10 pay-per-call APIs for web scraping, DNS, email validation, and French business data, with autonomous micropayments via the x402 protocol (USDC on Base).

video-editor-mcp

Integrates with Video Jungle to allow LLMs to upload, search, edit, and generate videos from natural language commands.

WindUI MCP

Provides AI assistants with offline, deterministic access to WindUI's structured metadata for component, theme, and icon lookup, enabling accurate UI generation without relying on the AI's internal training.

Claude Document Management MCP Server

This MCP server enables Claude AI to read and edit documents through natural language, leveraging tools, resources, and prompts for document management in a Ruby-based CLI application.

keymem

Associative key-graph memory for LLM agents — recall facts by association (recall → read_key → read_memory) instead of vector similarity alone, with persistent cross-session memory and cross-lingual keys.

SQL Server MCP Server for Windsurf IDE

用于 Windsurf IDE 的 SQL Server MCP 服务器 - 提供 SQL Server 集成功能的独立 MCP 服务器

monter-mcp

Enables local analysis of personal finance data from a Monter JSON export, answering questions about spending, subscriptions, debts, and more via MCP-capable assistants without any cloud servers.

API Registry MCP Server

Enables discovery, registration, and management of external API endpoints through natural language, supporting multiple authentication methods (public, API key, bearer token) with automatic endpoint testing and documentation parsing.

domain-whois-mcp

Enables AI agents to perform real-time WHOIS and RDAP lookups, domain availability checks, and TLD infrastructure exploration using native protocols without API keys.

healthcare-mcp-demo

A healthcare MCP demo server exposing clinical resources, tools, and prompts over SSE with authentication, integrated with Pydantic AI and Gemini for natural language patient record updates.

IzmirMCP

MCP server for accessing real-time Izmir public transport data (IZBAN, ESHOT, Tram, Metro, Ferry, Train) including bus locations, schedules, and stop information.

android-mcp

Enables AI agents to control Android devices via ADB, supporting gestures, input, screenshots, UI analysis, and app management.

rag-nfl-analyst

MCP server for NFL fantasy football retrieval, providing access to NFL stats and Sleeper league data through retrieval-oriented tools.

LangChain MCP Demo

Enables grounding AI responses in a local document corpus by exposing MCP tools to list, search, and summarize documents, and generating answers using OpenAI.

mcp-omnienv-nix

Enables creation of ephemeral, polyglot development environments using Nix for on-demand execution of code with specific dependencies across Python, Node.js, Ruby, R, and Lua without cluttering the system.

chiark-mcp

Find the most reliable AI agent for any task. Search 2,000+ agents across A2A and MCP with quality filters — min uptime, max latency, score thresholds. Check if an agent is alive before routing to it. Like Artificial Analysis, but for agent services.

HopperPyMCP

A FastMCP server plugin for the Hopper disassembler that enables AI assistants to analyze binary files, disassemble procedures, generate call graphs, search strings, and manage reverse engineering tasks. Provides comprehensive binary analysis capabilities including decompilation, annotation tools, and reference tracking through natural language interactions.