发现优秀的 MCP 服务器

EvidenceBound DataHub Gate

This MCP server provides fail-closed governance for DataHub data agents by implementing a Read Context → Restricted AST Gate → Tamper-Evident Proof Pack → Native DataHub Write-Back loop. It verifies dataset identity, schema, and lineage evidence against candidate contracts, binds claims to evidence, and appends VERIFIED or BLOCKED receipts back to DataHub through the official native update_description MCP mutation.

WordPress MCP Server

Enables Claude Code to directly manage WordPress sites via natural language, including posts, pages, categories, tags, media, and multiple site support.

BinoculoMCP (WIP)

使用 LLM 进行 Banner 抓取 (MCP 服务器) (Shǐyòng LLM jìnxíng Banner zhuā qǔ (MCP fúwùqì))

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.

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.

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.

mcp-manimgl

Exposes manimgl mathematical animation functionality as MCP tools, enabling LLMs to create animated scenes with narration and background music, and render to video.

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.

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。

deep-search-mcp

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

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.

sarup

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

RevitMCP - Revit自然语言交互

用于 Revit 的 MCP 服务器和插件。

pantry-agent

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

VisioMCP

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

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.

resume-tailor-mcp

An MCP server that tailors a resume to a job posting by providing fit scores, keyword extraction, and bullet rewrites.

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.

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.

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.

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.

Google Workspace MCP Server

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

Trello MCP server

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

gsheets-mcp

A small, self-hosted MCP server that gives Claude read/write access to your Google Sheets via the official Sheets API, with local-first security and guard rails.

lifx-mcp-server

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

Tessera MCP Server

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

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.

MCP Safari Server

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