发现优秀的 MCP 服务器

io.github.vouchdev/vouch

Review-gated knowledge base for LLM agents that ensures durable memory via human-approved writes, compiling a wiki with verified citations.

GitHub MCP Server

A Model Context Protocol server that exposes read-only GitHub tools to LLM clients, enabling browsing of open issues, pull requests, issue details, and recent repository activity via natural language.

UEMCP

Enables Claude to control Unreal Engine 5 editor, spawn actors, build materials, author Blueprints, and more, with zero plugin installation.

apps-script-mcp-server

An MCP server that lets Claude read and push Google Apps Script code directly into a script project.

NiceGUI MCP

NiceGUI MCP is a docs-first Model Context Protocol server for local NiceGUI development, providing guidance lookup, code analysis, safe fixes, and starter pattern generation.

MCPNexus

A discovery and routing layer for MCP servers that loads tool definitions on demand, reducing token usage by keeping servers out of the context window until needed.

fleetstreet

Remote MCP server for the fleetstreet creator platform, enabling AI agents to register creative works, issue/revoke AI licences, access compliance evidence, and manage a creator business (catalog, merch, events) via 46 tools.

ComfyUI-MCP-Server

Enables AI agents to generate images and videos through natural language by exposing ComfyUI workflows as parameter-configurable MCP tools.

omapdf-mcp

Gives AI agents tools to read PDFs, list form fields, apply operations, highlight, add notes, fill fields, place signatures, list signatures, and flatten PDFs.

wopee-mcp

MCP server for autonomous end-to-end testing with Wopee.io. Analyzes web applications, generates and executes Playwright-based functional tests, and validates results — all driven by natural language commands.

scalix-cloud-mcp

The agent-native cloud: provision Postgres-compatible databases, deploy services and functions in isolated microVMs, manage storage, auth and AI inference, and read logs and billing — 50 tools behind one API key. Hosted remote server; this repository carries the connection docs.

Coverity MCP Server

A TypeScript MCP server that connects AI agents to Black Duck Coverity Connect for static analysis defect management, enabling browsing projects, streams, and defects with event traces.

webpeel

The web data platform for AI agents. Fetch, search, crawl, extract, monitor, and screenshot any URL. 55+ domain extractors, 65-98% token savings. 7 MCP tools included.

governed-mcp-gateway

This MCP server preserves a Bearer principal on every tool call and SSE frame, rotates vaulted credentials in place, and enforces per-tool allowlists for agents.

sheets-mcp

MCP server for Google Sheets that exposes tools to read cell ranges, update values, and apply advanced batch updates (borders, colors, data validation, conditional formatting) via HTTP.

devdocs-mcp

An MCP server that provides version-pinned, deterministic documentation sourced from DevDocs.io to AI assistants (Claude, RooCode, Cline, Copilot etc.) and also via offline mode. Not via Scraping! But using the supported downloading option from devdocs.

GIMP MCP

Enables AI models and external applications to control GIMP remotely via the Model Context Protocol, allowing image manipulation and object querying through natural language.

xp-mcp

Talk to your XP Investimentos portfolio through Claude — 100% local, read-only, zero scraping.

shadcn-registry-mcp

A secure MCP server that gives AI coding assistants direct access to the shadcn/ui registry, enabling fetching, installing, and wiring up components without switching context.

Learn Shell

An agent-native teaching OS that gives AI assistants a persistent classroom with courses, lessons, flashcards, and graded exercises via MCP tools.

MCP

MCP 服务器 (MCP fúwùqì)

dependency-audit-mcp

MCP server that audits npm dependencies against the live registry, providing per-dependency reports on versions behind, deprecation, and license.

Cortex

Cortex is a local-first MCP server that provides persistent, shared, semantically searchable memory for AI agents across all MCP clients using a single SQLite file.

Google Scholar MCP Server

Enables AI assistants to search and access academic papers from Google Scholar via MCP protocol, with support for keyword, author, and year filtering, CAPTCHA handling, and BibTeX retrieval.

Stata Executor MCP

Enables an agent to execute Stata do scripts or inline commands locally and retrieve structured results including status, error diagnostics, and output text for consumption by the model.

Test MCP Mar19 USDC MCP Server

An MCP server that enables AI agents to interact with the Test MCP Mar19 USDC API through standardized tools. It supports seamless integration via the Model Context Protocol and features Docker-ready deployment.

SYKE

AI code impact analysis MCP server that monitors file changes, maps dependency graphs, detects cascading breakage, and gates builds before damage spreads.

tjariy-code-interpreter-mcp-server

An MCP server that provides secure code execution capabilities using AWS Bedrock AgentCore's CodeInterpreter, supporting Python, JavaScript, TypeScript, shell commands, and file operations.

CryptoPilot MCP

Connects Claude Desktop to crypto and brokerage portfolio data via Coinbase and SnapTrade, providing read-only tools to inspect accounts, holdings, prices, and provider health.

wechat-devtools-mcp

Wraps the WeChat DevTools CLI as an MCP service, enabling AI in editors to call WeChat CLI commands for mini-program development, testing, debugging, and automation.