发现优秀的 MCP 服务器

fairchem-mcp

An interactive MCP server for FAIRChem and ASE simulations that allows LLM agents to load a model once and steer relaxations, MD, NEB, phonons, and minima searches mid-flight, with live monitoring and code introspection.

Second Opinion MCP

Enables Claude to consult over 17 AI platforms and 800,000+ models to provide alternative perspectives, code reviews, and diverse feedback. It features a unique personality system and supports multi-AI group discussions and debates directly within the chat interface.

MapleStory MCP Server

Provides structured access to Nexon's MapleStory Open API, allowing users to query character stats, equipment, Union systems, and guild data. It also enables AI assistants to retrieve game rankings, enhancement probabilities, and official game announcements.

douyin-mcp-server

MCP server for parsing Douyin video links, downloading watermark-free videos, and extracting speech transcripts using AI speech recognition.

Tilt MCP Server

Enables AI assistants to interact with Tilt development workflows, including monitoring resource status, managing resources (enable/disable/trigger), accessing logs, and configuring Tiltfile arguments through natural language.

PCM MCP

An MCP server for ABB/Hitachi Energy PCM600 that provides offline IEC 61850 SCL file analysis, .apcmp project archive inspection, ACT logic recovery, and safe read-only drive of the PCM600 CLI for project exports and validation.

Logpoint MCP Server

Logpoint MCP Server provides MCP endpoints for Logpoint SIEM, enabling search, incident management, alert rules, and integrations with n8n and Claude for SIEM operations.

unreal-mcp-server

MCP server that connects Claude to Unreal Engine 5.8 via the official Remote Control API, enabling asset manipulation, actor control, level operations, and AI-powered 3D model generation (via Meshy) through natural language.

@ractermx/mcp-server

MCP server for managing RacterMX email forwarding via AI assistants.

Task-Guide-MCP

Improves AI agent task performance by providing task area segmentation, hierarchical RAG, and hybrid search capabilities.

rebuild-dossier

An MCP server that reverse-engineers a rebuild spec (CLAUDE.md, config, and mutation-tested tests) from an existing app, enabling coding agents to rebuild the app cleanly against that spec.

Enterprise Knowledge Mesh

Enables AI agents to query structured knowledge across enterprise domains (legal, HR, compliance) with metadata-driven filtering and TF-IDF ranking.

claude-whatsapp-mcp

Enables Claude to manage WhatsApp instances through the Evolution API, including listing instances and sending text messages.

Fetch MCP Server

Enables fetching and converting web content into various formats including HTML, JSON, plain text, and Markdown. It supports custom request headers and provides specialized tools for on-demand web data retrieval and transformation.

mcp-data-providence

Enables querying and searching the Providence Open Data catalog via Socrata SoQL, including dataset search, data querying, and metadata retrieval.

mcp-aider-executor

Enables running aider as a detached background process with git and file tools, allowing LLMs to start code editing processes and check progress asynchronously for agentic swarm behavior.

WinCC OA MCP Server

A Model Context Protocol server that exposes WinCC OA datapoint operations as LLM-callable tools, enabling read, write, create, delete, and query operations on datapoints.

Singapore Bus MCP Server

Provides real-time Singapore bus information, including arrival times, routes, and stop details via the LTA DataMall API.

resumejson-mcp

An MCP server for managing career experience data using the JSON Resume schema with custom extensions. It enables AI agents to store, update, and retrieve detailed work history, projects, and achievements to facilitate tailored resume generation.

pr-guard-mcp

Enables AI agents to perform security audits on pull request diffs by detecting secrets, dangerous code patterns, and new dependencies, outputting structured JSON for generating PR review comments.

Satori

Agent-safe code retrieval MCP server that indexes repositories and provides semantic search, file navigation, call graph analysis, and bounded file reading tools for coding agents.

Article Writer MCP

Enables automated content creation pipeline: topic research, article writing, image sourcing, and GitHub PR submission for blogs.

blockscout-mcp-server

A read-only MCP server that queries multichain EVM on-chain data through Blockscout REST API, providing tools for address info, transactions, logs, and more.

being-human

MCP server that analyzes your writing style to generate personal voice rules, scores drafts for AI slop, and verifies authorship, enabling LLMs to write in your specific voice.

ai-readiness

Generates a complete suite of AI readiness files (llms.txt, ai.txt, schema, RAG indexes) for any website to optimize representation in ChatGPT, Claude, Gemini, and Perplexity.

LeafBridge

Connects Claude/ChatGPT to Overleaf projects via the Git integration, enabling read, edit, write, and file management through natural language commands.

Todoist MCP Server

Provides 44 tools to interact with the Todoist API v1, enabling task, project, and label management, with read, write, and destructive operations.

wzrdbrain MCP Server

A physics-aware inline skating combo generator that models moves as state transitions to ensure sequences are executable and flow naturally. It allows users to generate custom skating routines and browse a catalog of wizard-style tricks.

Proofpane

A governance proxy for AI tools — every MCP/agent tool call is policy-gated, secret-redacted, and written to a hash-chained, offline-verifiable audit trail.

pangram-mcp

Exposes an analyze tool to classify text as human-written, AI-generated, or AI-assisted using Pangram Labs API.