发现优秀的 MCP 服务器

Weather-mcp-server

MCP server that provides current weather, multi-day forecasts, umbrella recommendations, severe weather alerts (US), and side-by-side city comparisons using Open-Meteo and NWS APIs, with no API key required.

Date-MCP Server

A Model Context Protocol service that handles date and time conversions for China's timezone (UTC+8), supporting current date retrieval, timestamp conversions, and date-time formatting.

Massive Context MCP

An MCP server that enables processing of massive datasets up to 10M+ tokens using a recursive language model pattern for strategic chunking and analysis. It automates sub-queries and result aggregation using free local inference via Ollama or the Claude API to handle context beyond standard prompt limits.

Session Buddy

Provides comprehensive session management for Claude Code with automatic initialization/cleanup, quality checkpoints, and local conversation memory with semantic search for capturing learnings across coding sessions.

mcp-use Scalekit MCP Auth

An MCP server demonstrating OAuth 2.1 authentication with Scalekit, enabling per-user identity in MCP tools through JWT verification.

cascade-img

MCP server for generating Midjourney images through conversation, with tools for prompt composition, self-curation, and image processing.

OpenSearch MCP Server

Enables retrieval of error stack traces by transaction ID from OpenSearch logs, supporting configurable connection settings and Docker deployment.

mcp-gopls

一个模型上下文协议 (MCP) 服务器，它允许像 Claude 这样的 AI 助手与 Go 语言服务器协议 (LSP) 交互，并从高级 Go 代码分析功能中受益。

jitapi

Point Claude at any API. JitAPI figures out which endpoints to call and in what order — automatically. Register any OpenAPI spec, search endpoints in plain English, and orchestrate multi-step workflows across multiple APIs. No API keys required — works out of the box with local embeddings.

Ros_mcp_server

ROS MCP 服务器旨在通过提供一组允许精确控制线性和角速度的函数，来促进机器人运动的控制。

FrankenClaw

Modular MCP toolbox that gives AI agents controlled access to shell, files, Git, Ollama, Shopify, vision, browser automation, and more — 12 FrankenTools.

versionator-mcp

An MCP server that queries 19 package registries (npm, PyPI, crates.io, etc.) to retrieve the latest version of packages and their metadata.

Gospel Library MCP Server

Provides AI agents structured access to the Gospel Library — scriptures, General Conference talks, handbooks, manuals, and magazines — with local semantic search.

mcp-ashigaru

An MCP server that enables autonomous code development by pulling GitHub issues, fixing them in a sandboxed environment, running tests, opening PRs, and promoting to production upon human approval.

SkillAudit

AI agent skill security scanner. Scans URLs and GitHub repos to verify AI agent capabilities, check security gates, and assess reputation. 4 tools: scan_url, scan_github, gate_check, reputation_check.

Horizun PBI MCP

MCP server for interacting with local Power BI Desktop and .pbip projects, enabling DAX queries, model documentation, measure editing, and PBIR visual management via natural language.

Cover Letter MCP Server

Generates professional PDF cover letters using LaTeX with advanced folder management capabilities. Integrates with Claude Desktop to create beautifully formatted cover letters with customizable organization by company, role, or industry.

TUT Context Hub

An MCP server that provides shared memory and state projection for multi-agent collaboration, enabling agents to read/write an append-only task log and derive workflow state automatically.

Argorant

Argorant MCP Server — give your AI agent direct access to 614M verified B2B contacts. Query by industry, role, geography, and 100+ filters, then export emails verified by a live SMTP probe at request time (catch-alls flagged, invalids free). OAuth-secured. Works with Claude, ChatGPT, Cursor, and any MCP client. Endpoint: https://mcp.argorant.com/mcp

pons

Bridge WhatsApp Business Cloud API to MCP-compatible clients, enabling AI assistants to read, search, and send WhatsApp messages.

elevenlabs-sound-effect-server

Generates sound effects from text descriptions using ElevenLabs API and saves them as MP3 files.

workbench-mcp

A Python-based MCP server for interactive PostgreSQL data exploration, schema discovery, and safe SQL execution with support for stored procedures. It also enables automation through external HTTP API requests and local bash script execution on Fedora and Linux systems.

Smart Pacts MCP Servers

Provides secure, audited MCP servers for Kadena blockchain interactions, including Pact smart contract operations, Chainweb API, module deployment, and security scanning.

FastMCP Tools Server

FastMCP server providing health check, greeting, and UUID generation tools.

DVMCP — Damn Vulnerable MCP

An intentionally vulnerable MCP server for security training, simulating a fictional company with 28 vulnerable tools and 38 challenges to learn AI agent attack and defense.

WhatsApp MCP

Enables sending WhatsApp messages to a fixed recipient via a single tool, using a persistent Baileys WebSocket session.

mcp-server-macos-use

能够使用操作系统级别工具控制计算机的人工智能代理，兼容 MCP，并且可以与任何模型一起使用。

video.future/future-video-studio

Enables agents to create, monitor, cancel, and download cinematic AI video renders through the Future Video Studio Agent API.

wsl-bridge-mcp

A Model Context Protocol server that lets Windows-side AI agents operate on WSL distributions like a local environment, providing file read/write/edit, command execution, process management, log streaming, and content search via UNC paths and persistent shells.

IndexFoundry MCP

Creates deterministic, auditable vector databases from any content source with deployable RAG applications. Supports multiple embedding providers and vector databases with fine-grained pipeline control or project-based workflows.