发现优秀的 MCP 服务器

NLSQL MCP Server

An MCP (Model Context Protocol) server that exposes natural language to SQL functionality, allowing any MCP-compatible client to convert plain English questions into SQL queries for database interaction using AI.

Job Finder MCP Server

Enables users to search for remote job listings using Playwright browser automation, fully containerized with Docker and compatible with Claude Desktop.

mcp-trellis

ost-agnostic MCP + OAuth ports — you bring the runtime and IdP; the library owns the connector protocol. Web-standard Request → Response. Same handler on Cloudflare Workers, Next.js App Router, Deno, Bun, and Node HTTP via mcp-trellis/node. Zero runtime dependencies.

MCP File Management Framework

A lightweight and modular framework for building MCP-based file management systems with standardized module structure, flexible configuration, and extensible functionality registration mechanisms.

Chemspace MCP Server

Enables AI agents to search the Chemspace API for synthesizable building blocks and screening compounds using exact matches, substructure searches, and similarity searches by SMILES strings.

YST KPI Daily Report Collector

Automatically collects daily report data from KPI systems using browser automation and Google OAuth login. Generates structured Markdown reports for specified date ranges with persistent session management.

CourtListener MCP Server

Enables LLM-friendly access to the CourtListener legal database and eCFR for searching legal opinions, court cases, judges, documents, and federal regulations.

AI Ops Hub

An MCP server with RAG capabilities that provides AI clients secure access to local notes, documents, web pages, and task management tools for developer operational tasks. Features file operations, web scraping with content cleaning, and personal knowledge corpus search functionality.

3d-ai-studio-secure-mcp

Secure MCP server for Windows to control 3D AI Studio REST API from Codex/Claude Code, with API key injected via 1Password Environments.

clangd-mcp

MCP server for C/C++ code analysis using clangd and clang tools, providing diagnostics, symbol search, include analysis, function listing, and code formatting.

MobAI MCP Server

Enables AI assistants to automate mobile devices (Android and iOS) through a single DSL interface, supporting actions like tap, type, swipe, and assertions.

infrawise

MCP server for AWS infrastructure analysis. Connects to DynamoDB, Lambda, SQS, SNS, Secrets Manager, EventBridge, RDS, PostgreSQL, MongoDB, and CloudWatch — surfaces missing indexes, queue DLQs, Lambda config issues, IaC drift, and security findings for Claude Code and Cursor.

blob-svg-mcp

MCP server for generating organic, customizable blob shapes as SVG using sinusoidal harmonics, with tools for single blobs, gradient blobs, blob sets, and raw paths.

gitlumen-mcp

Enables AI agents to screen GitHub repositories and pull requests for risk analysis, generating risk scores, findings, and merge-readiness signals.

NegativeEV

Grades sports bets against thousands of play-by-play simulations, reporting simulated probability, implied probability, and edge.

myssl-mcp-server

MySSL MCP 服务器 (MySSL MCP Fúwùqì)

mcp-internet-archive

Enables searching and retrieving metadata from Internet Archive (archive.org) items.

@theyahia/yookassa-mcp

MCP server for YooKassa API enabling payments, refunds, receipts, payouts, webhooks, and more via 20 tools.

crawl-mcp-server

An MCP server for web content extraction that converts HTML pages into clean, LLM-optimized Markdown using Mozilla's Readability. It supports batch processing, intelligent multi-page crawling, and configurable caching while respecting robots.txt standards.

mcp-climatiq

Climatiq MCP server that calculates carbon footprints using emission factors, enabling users to list unit types and compute environmental impact.

Codemesh

Intelligent code knowledge graph MCP server for AI coding agents that reduces cost, time, and tool calls by providing queryable code relationships, call chains, and enrichment.

finsec-mcp

Connects AI agents to over 4 million certified SEC EDGAR financial facts with cryptographic provenance and zero hallucination.

MaxCompute MCP Server

MCP server for MaxCompute, enabling table listing, schema inspection, partition lookups, and SELECT queries via natural language.

visual-regression-mcp

Enables AI-assisted visual regression testing by capturing baselines, comparing screenshots, and using AI to judge whether visual differences are bugs or acceptable changes.

mayan-mcp

Enables cross-chain swap queries and unsigned transaction building for Mayan Finance, supporting Solana and seven EVM chains via MCP tools, without holding private keys or signing transactions.

FetchV2 MCP Server

Model Context Protocol (MCP) server for web content fetching and extraction. Enables fetching webpages, extracting clean content using Trafilatura, discovering links, and batch fetching up to 10 URLs.

Evernote MCP Server

Enables Claude to interact with Evernote notes and notebooks, supporting full-text search, note operations (create, read, update, delete), and multiple output formats for both International Evernote and Yinxiang Biji.

MCPRuby

一个易于使用且极简的 Ruby 模型上下文协议 (MCP) 服务器实现。

AEM DEV MCP Server

Enables AI agents to manage Adobe Experience Manager instances, including OSGi bundle and component operations, configuration CRUD, health monitoring, log analysis, and Groovy script execution.

nmos-mcp

An MCP server for AMWA NMOS that connects to a registry to query network resources (IS-04) and enables routing media by connecting senders to receivers (IS-05).