发现优秀的 MCP 服务器

TmuxControlLib MCP Server

Enables Claude to control tmux sessions, manage windows and panes, and search/extract text from terminal output.

MCP-GLSP

Enables AI-driven graphical diagram creation and manipulation using natural language, with support for BPMN workflows, analysis, and manual editing via the Model Context Protocol.

mtl-c2pa-mcp

MCP server for reading C2PA content provenance manifests from media files, enabling natural language queries about AI-generated content, signatures, and provenance.

deep-search-mcp

Performs comprehensive web searches by combining Google search with advanced content extraction using Mozilla's Readability algorithm.

CustomGPT MCP Server

A full-featured MCP server providing seamless access to CustomGPT.ai APIs, enabling agent and conversation management through MCP-compatible clients.

Trello MCP server

Enables Claude to manage Trello boards, lists, and cards through natural language.

ChainGuard

AI-powered MCP server that enables Claude Desktop to perform real-time blockchain crime detection and forensic analysis across Bitcoin, Ethereum, Hedera, and Solana networks through natural language conversations.

Sentiment Evolution Tracker

An enterprise-ready MCP server that provides persistent sentiment analytics, churn prediction, and automated risk alerting for customer conversations. Enables Claude to track sentiment trends, detect at-risk customers, generate reports, and maintain historical context across interactions.

TablaCognita

A browser-based Markdown editor that enables AI to co-write documents via MCP tools, with real-time collaboration and no data stored on servers.

algo-coach-mcp

Interactive algorithm coach MCP server that provides guided practice, local code execution, and real-world engineering case mapping for 45 algorithm topics.

pantry-agent

An MCP server for grocery shopping at Kroger-owned stores, enabling product search, store finder, cart management, and more through AI assistants.

ARI

An MCP server that provides live fair-market-value price comparisons and Ed25519 signed-receipt verification for x402/MPP services, enabling agents to sanity-check quotes and verify receipts.

VisioMCP

Enables AI clients to create, edit, read, and export Microsoft Visio diagrams via COM automation on Windows.

SQLite MCP Server

允许通过模型上下文协议查询存储在 SQLite 数据库中的日志数据，从而实现与日志分析的自然语言交互。

Google Workspace MCP Server

Enables AI assistants to control Google Workspace services (Slides, Sheets, Drive) through natural language.

precis-mcp

A uniform API for agents to read, write, and search across papers, documents, code, and personal state, using PostgreSQL with pgvector for hybrid retrieval.

Codex Gemini MCP

A TypeScript-based MCP server that provides tools to interact with local Codex and Gemini CLIs via stdio transport. It enables users to execute prompts through the ask_codex and ask_gemini tools, supporting custom models and timeout configurations.

MCP Vapi Caller

Enables Claude to make outbound phone calls through Vapi API, supporting any call type and language with features like call initiation, result polling, and structured data extraction.

memory-mcp

An MCP server that stores project memory in Supabase, allowing AI tools to persist context, notes, and decisions across sessions. Enables Claude Code, Codex, and similar assistants to maintain long-term project continuity through persistent memory storage.

loenn-mcp-delta

AI-powered Celeste map editor — A Model Context Protocol (MCP) server that brings full Celeste .bin map editing to Claude, GitHub Copilot, and other MCP clients.

MCP Serp

An MCP server that provides structured Google Search capabilities including web, images, news, videos, maps, and local places via the AceDataCloud SERP API. It enables AI clients to perform localized searches and retrieve detailed information from the Google Knowledge Graph.

sarup

Enables context compression for Claude Code with Thai language support, reducing token usage by 50-88% while preserving full recoverability of original content.

chatgpt-local-coding-agent

Enables ChatGPT web to interact with local Windows/WSL shell and code workspaces via an MCP server, providing file access, shell execution, and snapshot-based workspace management with per-command authorization.

lifx-mcp-server

A Model Context Protocol server for controlling LIFX smart lights, enabling AI assistants to manage power, color, brightness, effects, and scenes.

MCP Safari Server

A server that provides AI assistants programmatic control of Safari browser on macOS for web automation, testing, and debugging.

gong-nl-db-mcp

Enables read-only querying of the gong-nl-db Postgres database through natural language via Claude Desktop.

Personupplysning MCP Server

Enables searching and retrieving detailed information about Swedish companies, including financial data and annual reports from Bolagsverket (Swedish Companies Registration Office), with intelligent caching for fast responses.

Simple FastMCP Server

A minimal demonstration MCP server that provides basic mathematical addition and greeting functionality, serving as a template for building and deploying FastMCP servers.

Tessera MCP Server

MCP server for Tessera's LLM cost-optimization layer. Anchored spend, drift detection, recommendations as typed tools.