发现优秀的 MCP 服务器

Cleya

An MCP server for creative generation and video production, letting AI agents author declarative animations, render deterministic frames, and measure output quality with perception instruments for brand and accessibility conformance.

globestudio

MCP server for GlobeStudio.

Python MCP Server Template

A foundational template for building MCP servers in Python using Streamable HTTP transport. Provides example implementations of tools, resources, and prompts to help developers create custom MCP integrations for AI assistants.

foolfuuka-mcp-server

MCP server for querying 4chan archives (Desuarchive, 4plebs, b4k, archived.moe) via the FoolFuuka API, enabling AI agents to search and retrieve historical archived posts.

llm-vision

MCP server that provides a 'borrowed eye' for text-only LLMs, enabling them to identify and describe local images via the Qwen VL vision model, including face recognition, scene description, OCR, and targeted visual questioning.

MCP Browser

NeoForge 浏览器 MCP 服务器 - 用于测试前端

FastApply MCP Server

Enterprise-grade code intelligence platform providing AI-powered code analysis, semantic search, security scanning, and automated refactoring capabilities. Integrates with local AI models for zero-cost operations while delivering comprehensive development workflow automation.

OpenFinClaw CLI

Enables quant research, strategy generation, backtesting, and paper trading from natural language prompts, integrating with AI agents via an MCP server.

ice-puzzle-mcp

An MCP server for building, validating, and publishing Ice Puzzle levels with AI assistants, featuring integrated solver feedback and quality checks. It provides over 60 tools for level design, difficulty analysis, and benchmarking AI performance on design tasks.

MCP Website Fetcher

A lightweight MCP server implementation that provides a simple tool for fetching website content, demonstrating how tools can be exposed and interacted with using the MCP protocol.

correo-despacho-mcp

Enables Claude to read, search, organize, and optionally send email via IMAP/SMTP for a law firm, with multi-account support and safety locks.

react-runtime

MCP server implementing ReAct reasoning-acting loops with tools like search, lookup, and finish, supporting both fixture and OpenAI LLMs for offline-first, traceable agent execution.

Sora2 MCP

Enables programmatic creation, management, and remixing of AI-generated videos using OpenAI's Sora API. Supports video generation with customizable parameters, status monitoring, downloading, and video remixing capabilities.

Flutter MCP Service

Provides advanced Flutter development tools via Model Context Protocol with features including widget analysis, documentation search, performance optimization, and code generation.

FastAPI MCP Server

A sample FastAPI project that implements the Model Context Protocol (MCP), allowing AI assistants to connect to a PostgreSQL database and manage notes through natural language interactions.

Redshift MCP Server

Enables LLMs and AI agents to securely query and interact with Amazon Redshift databases with configurable access modes (readonly, readwrite, admin) for safe data exploration and management.

Ignition-JavaDoc-MCP

MCP server for fast searching and documentation retrieval of the Ignition Inductive Automation Java API, with multi-version support.

io.github.singleflo/odoo-assistant

An MCP server that acts as a virtual Odoo employee, enabling LLMs to query, create, update, and execute workflows on Odoo records with configurable safety levels.

codex-choice-mcp

A small, unofficial, local MCP stdio service that provides a request_choice tool to standardize user choices with stable IDs and clearly distinguish accept, decline, and cancel.

n8n-ops-mcp

Provides ops-focused n8n tools for MCP-compatible agents, enabling listing, inspecting, triggering, validating, managing tags, running security audits, and safely editing n8n workflows with auto-backup and confirm gates.

Authlete MCP Server

A unified MCP server that enables management of Authlete services and clients, and provides natural language search over Authlete API specifications.

foundry-mcp

An MCP server providing 80+ tools for Foundry Ethereum development, enabling AI assistants to compile, test, deploy smart contracts, interact with EVM chains, and manage local nodes via Forge, Cast, Anvil, and Chisel.

lsp-tools-mcp

Exposes Language Server Protocol (LSP) tools such as diagnostics, goto definition, find references, symbols, and rename as a stdio MCP server.

Sentimatix

Real-time Indian stock market sentiment intelligence. Provides NSE/BSE news sentiment, aggregated stock & sector signals, and technical analysis.

Memory MCP

Provides AI agents with persistent, searchable memory using semantic search, auto-linking, and categorization, with zero-config local setup or production-ready external providers.

YouTube MCP Server

MCP server that provides YouTube video data to AI agents, supporting search, metadata, comments, and transcripts without an API key.

MPC-PoC-2-ResourceProvider-GoogleSheets

MCP server that exposes Google Sheets as read-only resources, providing static and templated URI access to sheet data as CSV.

mcp-discord-bridge

MCP server that lets AI assistants control Discord servers 46 tools for channels, messages, forums, webhooks, roles, threads, and moderation. Install via npx -y mcp-discord-bridge with no clone required.

Java JAR Decompiler & Reverse Engineering MCP Server

Enables decompilation and reverse engineering of Java JAR files through multi-engine decompilation, candidate evaluation, Maven project structuring, AST-based deobfuscation, and bytecode comparison.

Frappe MCP Server

Enables AI models to securely interact with Frappe Framework/ERPNext instances, supporting document CRUD, RPC methods, file management, workflows, reporting, and more via the Model Context Protocol.