发现优秀的 MCP 服务器

Local History MCP Server

Enables AI assistants to access and interact with Cursor/VS Code Local History data for file recovery and enhanced context awareness. Provides tools to browse file history, search across snapshots, and restore previous versions of files.

SPARQL MCP Server

Enables users to write and execute SPARQL queries against open-access SPARQL endpoints by providing relevant query examples, schema information, and endpoint metadata. Supports querying biological databases like UniProt and Bgee through natural language interactions.

Expo Docs MCP Server

Provides access to Expo documentation with advanced search, full content retrieval, section browsing, API references, and quick start guides.

ownvoice

MCP server wrapping the ownvoice CLI as a single generic run tool for voice/identity checks.

agent-bridge

A Kanban board enabling AI agents and humans to collaborate on tasks through MCP tools for project and task management.

xai-toolkit

Provides deterministic, plain-English narratives explaining machine learning model predictions via the Model Context Protocol. It enables users to query classification factors directly through natural language, bypassing the need for complex plots or manual code execution.

Artsy Analytics MCP Server

A Model Context Protocol server that provides Artsy partner analytics tools for Claude Desktop, allowing users to query gallery metrics, sales data, audience insights, and content performance through natural language.

neo4j-server-remote

Enables interaction with Neo4j graph databases through Cypher queries, supporting both read and write operations, schema exploration, and remote database connections via SSE or STDIO transport protocols.

Aegis

Provides read-only MCP tools to search and retrieve evidence-grounded knowledge compiled from video content, including hybrid semantic and lexical search with citations.

FEP Agent Hub

Enables evidence-first CAE automation on Windows through local MCP servers for FreeCAD, Elmer FEM, and ParaView, supporting validated workflows from CAD to simulation and post-processing with a shared safety and evidence runtime.

doubao-mcp

MCP server providing zero-cost visual analysis and Q&A through Doubao web (web.doubao.com), using Playwright/CDP to control Chrome and extract AI responses.

MiniMax Search MCP Server

MCP server enabling parallel web search and batch browsing with intelligent content understanding via MiniMax LLM.

CC Web MCP

Provides web search and page fetching tools for third-party models (e.g., DeepSeek, Qwen, Kimi) in Claude Code, with configurable search backends, Markdown output, and safety boundaries.

mcp-server_word-translator

Enables translating DOCX documents with the Google Cloud Translation API while preserving original formatting, styles, tables, images, and lists through direct XML manipulation. Supports validation, batching, streaming for large files, and translation status tracking.

tdnet-disclosure-mcp

MCP server for Japan's TDnet (Timely Disclosure network). Search and retrieve timely disclosure documents from listed companies on Japanese stock exchanges.

EST Call Agent

FastMCP cloud server enabling AI assistants to manage outbound call campaigns, schedule calls, list agents, and access call data via HTTP.

mcp-pulsedive

Enables threat-intelligence IOC enrichment using Pulsedive data through natural language queries.

disk-space-monitor

Enables AI assistants to check disk usage on the host machine, providing real-time reports on partition health, warnings, and critical alerts across Windows, macOS, and Linux.

Bazi MCP

MCP server for accurate Bazi calculations, enabling personality analysis, destiny forecasting, and Chinese calendar queries via AI agents.

orca

Enables standard MCP clients to inspect and query GTK application accessibility trees through ARIA-normalized, policy-filtered MCP tools.

Mund

MCP security scanner for AI agents - detects prompt injection, secrets, PII, and vets MCP servers before installation

mcp-askdata-xk

Enables querying Kosovo Agency of Statistics (ASKdata) data through PxWeb. Supports navigating subjects, exploring table metadata, and fetching data via natural language or direct tool calls.

MCP Frigate Optimizer

Enables AI agents to audit, manage, and optimize Frigate NVR configurations, including LPR tuning and recording management.

Web Resurrect MCP Server

Enables AI assistants to resurrect expired domains by fetching archived URLs, scraping content from the Wayback Machine, and rewriting pages using AI. It provides comprehensive tools for SEO enrichment, AI image generation, and automated publishing to WordPress sites.

MedSci Agent

An open source biomedical research agent that provides LLMs with 28 tools for drug discovery, protein analysis, literature search, medical imaging, omics, and sandbox execution, all running locally via Ollama and MedGemma.

memory-service

Provides self-hosted, versioned project memory with full-text and vector search, enabling search, retrieval, upsertion, and history management of project entries via MCP tools.

Enterprise MCP Skill Hub

Enterprise MCP Skill Hub is a locally runnable reference implementation of a governed reusable skill layer for enterprise agents, exposing approved skills through FastAPI and an MCP-compatible adapter with tools, resources, and prompts.

MCP Worker Server

Enables deploying stateless MCP servers on Cloudflare Workers with minimal setup, using createMcpHandler to handle MCP protocol details and tool registration.

paybond-mcp-coding-agent

MCP coding agent with read-only tools and one paid tool for Paybond sandbox integration, enabling quick smoke testing and agent operations.

Dify Knowledge MCP Server

A Model Context Protocol server that enables AI assistants like Cursor to directly query and retrieve information from Dify knowledge bases through natural language.