发现优秀的 MCP 服务器

Tribunal TRF3: Consulta Pública

MCP server for consulting official public data from Brazil's TRF3 (Tribunal Regional Federal da 3ª Região) through a read-only hosted API, compatible with any MCP over HTTP client.

MC Figma Bridge

Enables Cursor (MCP client) to interact with an active Figma document through a local WebSocket bridge and Figma plugin, providing tools to read and modify canvas elements like text and frames.

things3-mcp

A minimal MCP server for Things 3 on macOS that enables listing projects and tasks, creating tasks, and updating task status or metadata via natural language.

tlon-mcp-server

Enables interaction with Urbit ships via Tlon agents, supporting direct messaging, group management, channel operations, reactions, and profile management through natural language commands.

MCP Refactoring

Enables LLMs to apply Martin Fowler's 71+ refactoring patterns to codebases through a pluggable, language-agnostic architecture. Supports previewing and applying refactorings, analyzing code smells, and inspecting code structure with safe-by-default operations.

Modular MCP Server & Client

A modular and extensible tool server built on FastMCP that supports multiple tools organized across files and communicates via MCP protocol.

Md2svg-mcp

Converts Markdown text into customizable SVG images, supporting elements like headings, lists, and tables. It enables MCP clients to visualize Markdown content in a scalable vector graphic format with custom dimensions and padding.

Kahuna

A persistent memory MCP server for AI copilots that automatically surfaces relevant context across sessions, projects, and teams, eliminating the need to repeat information.

MEOK Governance Engine MCP

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

LangChain MCP

A Multi-Server Control Plane system that enables natural language querying of job listings and employee feedback data through two specialized servers built with LangChain.

fund-mcp

A fund knowledge base server based on Model Context Protocol (MCP), providing query and retrieval functions of fund-related knowledge, and supporting multiple deployment modes and protocols.

clockify-mcp-server

Enables logging time entries to Clockify via LLM agents, supporting bulk creation, project lookup by name, and local timezone handling. A local stdio MCP server that converts natural language time requests into Clockify API calls.

agent-safety-mcp

Unified MCP safety server that detects prompt injection (75 patterns), scans LLM outputs for leaked secrets/PII, enforces API cost budgets, and creates signed audit trails. Zero ML dependencies, pure Python.

searoute_mcp

Provides maritime routing capabilities, enabling computation of oceangoing route distances and full routes in GeoJSON format via MCP tools.

Choose MCP Server Setup

镜子 (jìng zi)

Microsoft Excel MCP Server by CData

Microsoft Excel MCP Server by CData

mcp-server-yapi

MCP server for YApi that enables LLMs to manage API interfaces, projects, and categories through natural language, supporting multiple projects and path fuzzy matching.

MCP Sentinel

Runtime call-chain anomaly monitor for MCP servers that detects emergent attacks and rug-pull patterns by analyzing sequences of tool calls across sessions.

AXE Fleet MCP Server

Exposes over 19,000 Apify Actors as MCP tools for web scraping, data extraction, and OSINT automation. It enables AI agents to dynamically discover and execute scrapers to collect structured data and crawl web content.

DataLakeHouseMCP

Enables AI-powered MCP clients to interact with data lakehouse components including Kafka, Flink, and Trino/Iceberg for managing topics, jobs, catalogs, and executing queries.

Furikake

A local CLI & API for MCP management that allows users to download, install, manage, and interact with MCPs from GitHub, featuring process state management, port allocation, and HTTP API routes.

Mail MCP Server

Enables AI assistants to send, read, and manage emails via SMTP and IMAP, with support for attachments, threads, and mailbox organization.

MCP Server Demo

A Python-based Model Context Protocol server with Streamlit chat interface that allows users to manage a PostgreSQL database through both web UI and MCP tools, powered by Ollama for local LLM integration.

📚 PDF Reader MCP

一个使用 Node.js/TypeScript 构建的 MCP 服务器，允许 AI 代理安全地读取 PDF 文件（本地或 URL），并提取文本、元数据或页数。使用 pdf-parse 库。

FS Context MCP Server

A secure, read-only MCP server that enables filesystem scanning, searching with glob patterns and regex, file reading, and batch operations with comprehensive path validation and security protections.

Signal MCP

The most complete Signal MCP server and CLI.

Jira-GitLab MCP Server

Integrates Jira and GitLab to enable AI agents to seamlessly manage issues, create branches, and automate SRE workflows from issue detection to fix deployment. Features AI-powered analysis for intelligent code generation and comprehensive automation across both platforms.

estat-mcp

MCP server for Japan's e-Stat (Government Statistics Portal). Search statistical datasets, retrieve data tables, and access metadata from official Japanese government statistics.

kamernet-mcp

Enables AI agents to search Dutch housing listings on Kamernet.nl, retrieve full listing details, and optionally reply to landlords; designed for personal use in finding rooms, studios, and apartments.

Driflyte MCP Server

Enables AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.