发现优秀的 MCP 服务器

mureo

Open-source framework for AI agents (Claude Code, Cursor, Codex, Gemini) to autonomously operate Google Ads, Meta Ads, and Search Console. Grounded in a local STRATEGY.md — not metric-chasing. Defense-in-depth security, local-first. Apache 2.0.

polybugger-mcp

Multi-language MCP debugger for AI agents that supports Python, JavaScript/TypeScript, Go, Rust, and C/C++ with features like container debugging, session recovery, and watch expressions.

jmeter-mcp-server

MCP server for generating, validating, running, and reporting Apache JMeter API performance tests from structured API sources.

echonetlite-mcp

Enables control of ECHONETLite home automation devices like air conditioners and sensors via MCP, supporting HVAC management and real-time monitoring.

mcp-devdb

A safe, read-only MCP server for local development databases (PostgreSQL and SQLite) that provides guarded introspection tools like schema listing, sample rows, and explain plans with column masking and query budgets.

MWE审批MCP

This MCP server enables managing DingTalk OA approval processes via the official OpenAPI, supporting approval detail queries, attachment downloads, and approval workflow actions such as starting, approving, rejecting, and revoking instances, with security features like fixed caller and allowlist.

mnemory

Self-hosted MCP server giving AI agents persistent memory for personalization and context across conversations.

Gmail MCP Server

Enables sending emails through Gmail using Google's Gmail API. Requires OAuth authentication setup through Google Cloud Console.

chain-signer

Non-custodial agent wallet with a transaction preflight that decodes an unsigned EVM tx and flags drain patterns (unlimited/large approval, approve-all, token & NFT transferFrom, proxy upgrade, on-chain permit, approvals hidden in multicall) before signing.

Open Image Debugger

Gives AI agents eyes on in-memory image buffers in live gdb/lldb C/C++ debug sessions: list observable symbols at a breakpoint, view renderings, read exact pixel values, and dump lossless .npy copies. Agents can also drive the human's viewer window (pan, zoom, channels, auto-contrast).

yfnhanced-mcp

Production-grade financial data infrastructure for AI assistants, providing reliable market data from Yahoo Finance with enterprise resilience patterns.

polyorderbooks

Historical Polymarket order book depth — full L2 bid/ask ladders at 1-second resolution on resolved markets, plus prices, spread and liquidity. Polymarket archives no order book history, so this serves depth captured live.

webgpt MCP

Local MCP server for Codex to send prompts to ChatGPT Web Pro extension and manage repository tasks safely.

Hacker News Companion MCP

抓取并处理 Hacker News 讨论，以便为 Claude 生成高质量的摘要做准备，处理评论结构和元数据，以帮助 Claude 理解不同评论的相对重要性。

Ebay MCP Server

Enables searching eBay for auctions by providing a query and number of results, returning auction listings from eBay's Browse REST API.

model-council-mcp-codex

Routes questions to a council of AI models (local and cloud) and synthesizes their answers in five configurable modes: individual, categorized, deconflicted, pooled, and dialectic.

ReefAPI MCP

One MCP server providing access to 160+ live web data APIs (search, social media, e-commerce, real estate, jobs, travel, news, finance, and more) using dynamic discovery via 4 generic tools to avoid the agent's tool limit.

autoria-mcp

An MCP server that exposes the AUTO.RIA used-cars REST API to AI agents, providing programmatic access to the Ukrainian used-car market without scraping.

Rozkoduj MCP

Provides AI assistants with market screening, analysis, and scoring across stocks, crypto, and forex, enabling natural language queries for trading insights.

mcp-weather

An MCP server that aggregates data from six weather sources to provide current conditions, forecasts, air quality, and aviation METAR information, specifically optimized for European and Nordic locations. It supports multi-source data merging and functions without API keys for several integrated providers.

MCP Test Server

A TypeScript-based test implementation for the Model Context Protocol (MCP) with example configurations and Jest test cases. Provides a development foundation for building and testing MCP server functionality.

Wallet BudgetBakers MCP

Read-only MCP server for accessing Wallet by BudgetBakers financial data, allowing users to query accounts, transactions, categories, budgets, and more via natural language.

Healthcare Analytics MCP Server

Enables comprehensive healthcare data analysis using Tuva Health demo data with tools for value-based care analytics, quality measures, utilization analysis, and financial metrics. Supports patient demographics, PMPM analysis, chronic conditions tracking, readmissions analysis, and HCC risk scoring through BigQuery integration.

Next.js DevTools MCP

Provides specialized development tools and utilities for Next.js, allowing AI agents to perform runtime diagnostics and access official documentation. It enables automated context initialization and real-time interaction with Next.js development servers to query application state.

provetrade-mcp

An MCP server for the ProveTrade trade-audit stack that lets models validate CSVs, run paid audit runs, and check service health/deploy status via typed tools.

mitre-atlas-mcp

Enables querying MITRE ATLAS adversarial AI threat intelligence, including techniques, tactics, and case studies, through natural language.

QQ Channel Data Collector

Enables automated collection and AI-powered filtering of public QQ channel posts, comments, and images. Supports natural language criteria for content filtering and provides structured data storage in JSON/CSV formats.

fund402-mcp

MCP server that exposes Fund402 protocol tools to Casper testnet, allowing LLMs to execute real on-chain actions like wallet creation, token management, and borrowing via natural language.

Kael MCP Server

AI Swiss Army Knife — web fetch, search, screenshots, PDF extraction, code execution, and async task runner. One MCP server, 8 tools, 10x cheaper than alternatives.