发现优秀的 MCP 服务器

Cloudflare Remote PostgreSQL MCP Server

A production-ready MCP server that enables users to interact with PostgreSQL databases via natural language on Cloudflare Workers. It features GitHub OAuth for role-based access control, allowing for secure schema discovery, data querying, and write operations.

mcp-local-rag

A fully local RAG MCP server for semantic code search and code intelligence, using AST-level chunking and hybrid search to pinpoint functions, classes, and APIs. No cloud, no API keys, zero setup.

Market Data MCP Server

Enables fetching market and options data including OHLCV prices, option chains, Greeks, and corporate events through a pluggable FastAPI service. Supports creating aligned training datasets for financial analysis and uses yfinance by default with support for custom data providers.

Ghidra MCP Server

Exposes Ghidra headless binary analysis capabilities via the Model Context Protocol, enabling AI assistants to decompile, analyze, and emulate binaries with 32 tools and multi-binary support.

directus-safe-mcp

A schema-aware, dry-run/verify-guarded MCP sidecar that wraps the Directus REST API with safety features like collection allowlists, batch limits, and mutation verification, enabling secure and LLM-friendly data operations.

comfyops-mcp

Wraps ComfyUI to generate images, video, and upscales from text prompts via MCP tools, providing a curated workflow interface without the node editor.

Gitee

Gitee API 集成、仓库、议题和拉取请求管理等。

Cloudera Iceberg MCP Server (via Impala)

通过 Impala 使用 Cloudera Iceberg MCP 服务器

PropellerAds MCP Server

Integrates PropellerAds' programmatic advertising platform with AI to automate campaign management, real-time optimization, and performance analysis. It enables users to create, scale, and manage ad campaigns through natural language commands for tasks like bid adjustment and zone blacklisting.

freelo-mcp-server

MCP server for Freelo project management API, enabling task, project, and time tracking management. Features 33 curated tools, readonly mode, and audit logging.

Desktop MCP

Enables AI assistants to capture and analyze screen content across multi-monitor setups with smart image optimization. Provides screenshot capabilities and detailed monitor information for visual debugging, UI analysis, and desktop assistance.

PD2 Lua MCP

Provides LLMs with access to Payday 2 Lua documentation and source code via 7 MCP tools, enabling precise mod development queries.

simplybook-mcp

Enables natural language interaction with SimplyBook.me API to manage bookings, services, and performers through MCP.

snipeit-mcp

Read-only MCP server for Snipe-IT v7 REST API, providing search and retrieval of assets, users, models, categories, and locations without modification.

godot-mcp

MCP server for Godot editor automation.

Mathematics MCP Server

A FastMCP server providing 22 mathematical operations for AI assistants like Claude, enabling precise arithmetic calculations through a standardized interface.

claudeclip

A local MCP server that enables Claude to edit videos on your machine using ffmpeg, with tools for trimming, converting, compressing, creating GIFs, and more.

File Search MCP

Enables blazingly fast file and content searching in large codebases using ripgrep, with intelligent filtering, fuzzy finding, and directory tree visualization while respecting .gitignore and avoiding common bloat directories.

tldraw MCP Server

A full-featured MCP server that lets AI assistants create and edit tldraw diagrams programmatically with 30 tools across all 14 shape types.

AIConductor

Orchestrates multi-stakeholder feature refinement and development execution workflows for AI-assisted software teams.

pangram-editorial

Enables AI attribution audits and quick transparency checks on written content, providing authorship analysis and segment breakdowns for editorial review.

fleetsync-mcp

Enables AI agents to query orders, manage routes, track drivers, and analyze delivery performance on the FleetSync last-mile delivery platform through natural language.

hashlock-mcp

Hashlock Markets — sealed-bid intent-based crypto trading via MCP for AI agents. Atomic cross-chain settlement (Ethereum, Bitcoin, Sui) using HTLC. Six MCP tools for RFQ price discovery without information leakage and HTLC settlement without escrow or bridges. Canonical npm: @hashlock-tech/mcp.

PostgreSQL MCP Server

Enables LLMs to interact with PostgreSQL databases by providing tools to inspect table schemas and execute read-only SQL queries. It ensures data safety by running all operations within read-only transactions.

LinkedIn Browser MCP Server

一个基于 FastMCP 的服务器，通过浏览器自动化实现程序化的 LinkedIn 自动化和数据提取，提供安全的身份验证和用于个人资料操作及帖子互动的工具，同时遵守 LinkedIn 的速率限制。

Kubernetes MCP Server

Enables managing Kubernetes clusters through natural language by providing tools to list resources, view logs, port-forward services, scale deployments, and execute kubectl operations via AI assistants.

Error Analyzer MCP Server

Analyzes log files to identify root causes of project errors and generates detailed fix plans with risk assessments. It implements a multi-phase workflow that ensures no code modifications are applied without explicit user approval.

mcp-entreprises-fr

Enables querying French companies and establishments via SIREN or geographic proximity using the official French business register API.

google-search-trends-mcp

Provides Google Search trend data as an MCP tool, with historical series, growth percentages, and live trending searches, no scraping or rate limits.