发现优秀的 MCP 服务器

AWS S3 Connector MCP Server

Enables comprehensive management of AWS S3 Tables including table bucket, namespace, table CRUD, metadata, maintenance, and data import operations through natural language.

refinery-mcp

Cleans HTML from URLs or raw HTML into LLM-ready text, reducing token burn for AI agents.

py-ue5-mcp-server

一个UE5 MCP服务器，允许用户访问蓝图Actor中的函数。 (Yī gè UE5 MCP fúwùqì, yǔnxǔ yònghù fǎngwèn lán tú Actor zhōng de hánshù.)

Forge Cascade MCP

Exposes tools for enterprise AI memory buyer routes, including checkout links and paid route recommendations based on buyer context.

MCP LLM Integration Server

Enables integration of local LLM capabilities with MCP-compatible clients like Claude Desktop, Continue.dev, and Cline. Provides tools for processing text prompts through local language models using a customizable inference function.

AI Test Pilot

An MCP server that generates, runs, and triages tests by introspecting Python modules or web pages, using structured LLM outputs for scenario generation and failure analysis.

CavalRe MCP Server

Enables AI agents to execute complex DeFi strategies safely and atomically with double-entry ledger accounting and atomic basket swaps.

MCP Apple Notes

Enables AI agents to search, read, create, and append Apple Notes using MCP tools, supporting bulk folder reads and tag search.

jira-mcp

MCP server for Jira Cloud tailored for ALM projects with Zephyr Scale integration, enabling issue management, sprint tracking, and test step operations.

agh-skos-mcp

MCP server for AGH University staff directory (SkOs). Enables searching and retrieving staff profiles without authentication.

su2-mcp

Enables interaction with SU2 CFD solver for session lifecycle management, config editing, solver execution, and results inspection, with optional CPACS integration for aircraft analysis.

lidarr-mcp

MCP server exposing Lidarr's full v1 REST API as tools for reading and managing artists, albums, tracks, queue, history, and more. It enables LLMs to interact with a Lidarr instance via natural language.

@repomend/mcp

Security scanning MCP server that connects Claude to RepoMend findings, enabling vulnerability management and automated fix drafting.

yunwen-doc-ai-platform

提供文档智能问答的MCP服务器，支持查询知识库、获取会话历史和清理会话历史。

mcp-geo-server

Enables natural language interaction with a GeoServer instance for managing workspaces, datastores, feature types, layers, styles, and OGC services (WMS/WFS) via an LLM-powered agent.

Databricks MCP

Enables management of Unity Catalog resources (catalogs, schemas, tables) and execution of SQL queries on Databricks SQL Warehouses.

io.github.CE-RISE-software/dpawb

A tool for SHACL-based assessment, comparison, and coverage analysis of digital passport data models, designed for AI-agent orchestration.

Blender-MCP

Connects Blender 3D to AI assistants via the Model Context Protocol, enabling natural language driven 3D scene creation, manipulation, and rendering.

Carbon Voice

Access your Carbon Voice conversations and voice memos—retrieving messages, conversations, voice memos, and more as well as send messages to Carbon Voice users.

tmux-mcp

A persistent, stateful MCP server that exposes a detached tmux session to clients, enabling shell command execution, terminal buffer reading, and control signal sending via JSON-RPC over stdio.

instagram-mcp

Enables posting and managing Instagram content (photos, reels, stories, carousels) and interacting with media and comments via Instagram Graph API.

agent_mcp_thoughtflow

Unifies structured reasoning (Tree of Thoughts) with reliable task execution, enabling LLM agents to think, commit, execute, and trace cognitive provenance through a single MCP server.

Obsidian Palace MCP

Turns your Obsidian vault into an AI memory palace, enabling AI assistants to store knowledge with intent-based organization, retrieve information through full-text search, auto-link related notes, and query using Dataview syntax while maintaining provenance tracking.

mcp-qemu-lab

A Model Context Protocol server for conducting Linux binary analysis and guest system forensics within QEMU virtual machines. It enables automated VM lifecycle management, memory dumping, and interactive debugging workflows for analyzing processes and artifacts.

rdkit-tools-mcp

Provides in-process RDKit cheminformatics operations — descriptors, fingerprints, similarity and substructure search, reaction enumeration, standardization, and 3D conformer generation — for AI agents.

WorkForge

WorkForge is a secure Windows MCP gateway that lets ChatGPT inspect local projects, resume Git work, read text and images, apply SHA-guarded edits, and run supervised PowerShell jobs on the user's workstation through OpenAI Secure MCP Tunnel. It exposes twelve bounded tools while keeping profile identity, runtime evidence, credentials, process ownership, and recovery behavior explicit and locally verifiable.

pg-context

MCP server providing deep PostgreSQL context to AI assistants, including schema DDL, index health, foreign key associations, query execution plans, and performance statistics via read-only tools.

hive-mcp-dispute

Observational dispute/chargeback signal surface for agent-to-agent commerce, pulling arbitration and reversal signals from Kleros, UMA, Reality.eth, and on-chain reversal patterns.

Outlet das Cores CRM

Integrates CRM data with AI agents to manage leads, track pipeline statistics, and search price catalogs via Supabase. It enables automated lead creation, stage updates, and history tracking through natural language commands.

CoinMarketCap MCP Server

从 CoinMarketCap API 实时访问加密货币数据。