发现优秀的 MCP 服务器

Cairn MCP Server

A self-hosted persistent memory platform for AI agents and humans offering tools for memory storage, search, beliefs, work management, and code intelligence via MCP.

FL Studio MCP Server

Real-time AI-assisted music production, advanced composition, mixing, and VST coordination for FL Studio via bidirectional MIDI & WebSockets, exposing over 100 tools for comprehensive DAW control.

MCP WaliChat WhatsApp API Connector

Enables AI assistants to manage WhatsApp communications by sending messages, managing groups, and analyzing conversation patterns via the WaliChat API. It supports tasks like message scheduling, contact management, and automated business workflows through natural language commands.

Google Indexing API MCP Server

An MCP server that enables interacting with Google's Indexing API, allowing agents to submit URLs to Google for indexing or removal from search results through natural language commands.

ScrapeCheck MCP

MCP server that verifies scraped web data by re-fetching source pages and returning ed25519-signed pass, fail, or unverifiable verdicts, with x402 in-band payment.

Antigravity PDF MCP Server

Enables intelligent ingestion and querying of PDF, Markdown, and text files using hybrid search that combines keyword matching and semantic embeddings with citations.

Universal AI Hub

A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gated access to AI providers and web search with structural sandboxing.

Weather MCP Server

Provides weather forecast and alert information for US locations using the National Weather Service API. Enables users to get detailed weather forecasts by coordinates and retrieve active weather alerts by state.

Google Workspace MCP Server

A production-ready MCP server that bridges AI agents with Google Workspace (Gmail & Docs) to securely compose emails and edit documents via standardized tools.

torch-datadog-mcp

A FastMCP server that provides DataDog log search and monitoring with service-aware filtering, preview-execute workflow, and response size safeguards.

SourceTap

Enables AI assistants to query and search library documentation from GitHub repositories or web pages using RAG and web scraping.

mcp-broker

mcp-broker is a local Model Context Protocol process broker for MCP clients. Think PgBouncer for MCP: one stable local endpoint in front of many upstream MCP servers. The broker owns upstream startup, reuse, cleanup, profile exposure, status, and safe tool routing. The core idea is simple: do not make every agent session load every upstream tool definition before the user asks a task.

javaperf

MCP server for profiling Java applications via JDK utilities (jcmd, jfr, jps). Enables AI assistants to diagnose performance, analyze threads, and inspect JFR recordings without manual CLI usage.

NIST NVD MCP Server

Enables AI agents to search, retrieve, and analyze vulnerability data from the NIST National Vulnerability Database through a comprehensive Model Context Protocol server.

MCP Google Drive Server

Enables AI assistants to interact with Google Drive, supporting file operations like list, search, read, create, update, delete, share, and manage permissions.

Skill Jack MCP

Integrates Agent Skills into LLMs by discovering skills in a configured directory and progressively loading their instructions and resources on demand through a structured disclosure pattern.

Tempo Filler MCP Server

A Model Context Protocol server enabling AI assistants to interact with Tempo's time tracking system in JIRA for worklog retrieval, creation, and management.

Invoker MCP Server

Enables AI agents to create, run, and manage HTTP requests using the Invoker API client's .ivk format. It provides tools for scanning collections, executing requests, managing environments, and building documentation sites.

windai-mcp

WindAI MCP Server — AI-powered wind resource assessment for any location on Earth.

Pinecone Economic Books

Enables semantic search through a Pinecone vector database containing economic books and academic papers using natural language queries. Provides 10 specialized search tools with metadata filtering for precise discovery of economic theories, concepts, and research by author, subject, or book.

SEFAZ CE: Cupom Fiscal Eletrônico (SAT)

Enables users to query official SEFAZ CE Cupom Fiscal Eletrônico (SAT) data through a hosted, read-only MCP server with prepaid per-query credits.

TradingView MCP Jackson

Integrates with TradingView Desktop to enable morning briefs, chart analysis, Pine Script development, and trading workflow automation through natural language.

KawaFi

A comprehensive MCP server providing unified access to the Hedera DeFi ecosystem, including SaucerSwap, Bonzo Finance, and Stader. It enables AI assistants to perform real-time data analytics and prepare or execute transactions across multiple decentralized finance platforms.

gemini-web-mcp

An MCP server for automated interaction with Gemini's web interface using Playwright and LangGraph, enabling task execution, deep research, file uploads, chat management, and dynamic selector verification via MCP tools.

Corben MCP Server

Provides AI agents with 220+ tools for building websites, sending email, managing contacts, invoicing, databases, automation, and more through a single secure connection. Features hardware-bound authentication and works with Claude Desktop, Claude Code, Cursor, and other MCP-compatible clients.

Receita Federal: NIRF

MCP server for consulting the Brazilian Federal Revenue NIRF (official source) via a single read-only tool, supporting natural language queries.

proc-repl-mcp

Enables stateful subprocess sessions (REPLs) and tmux-backed TUI program control for interactive tools like Python, r2, or shells.

n2-qln

QLN is a semantic tool router that enables AI agents to access thousands of tools through a single MCP interface, with sub-5ms search and automatic fallback.

japan-healthcare-mcp

A local-first MCP server and toolkit for Japanese healthcare reference data, enabling lookup and search without bundling official datasets.

clipspeed-mcp

Enables turning any video into scored, captioned, ready-to-post vertical clips directly from your MCP client, with capabilities to download finished MP4s, schedule posts, and discover trending content.