发现优秀的 MCP 服务器

@1claw/mcp

MCP server for secure, just-in-time secret retrieval from 1claw vault and malicious content inspection, enabling AI agents to access secrets and security analysis.

SRC (Structured Repo Context)

An MCP server and CLI tool that transforms codebases into AI-ready context through semantic search, call graph analysis, and incremental indexing. It enables AI assistants to perform hybrid vector and keyword searches to understand complex repository structures and cross-file relationships.

mcp-json

Provides tools to validate, format, and query JSON strings via MCP. Enables AI agents to work with JSON data without needing keys or internet.

logic-lab

A read-only reference server for 303 curated generative art algorithms implemented in Python (py5), spanning physics, fractals, cellular automata, shaders, and more. Agents can search by keyword, visual mood (ethereal, chaotic, crystalline…), or multi-layer artistic intent to discover algorithms, read structured summaries, and fetch bounded source snippets.

CaddyUI MCP

Enables inspection and management of Caddy reverse proxy configuration via CaddyUI's REST API, including proxy hosts, redirection hosts, raw routes, and TLS certificates.

RAGSHIELD

RAG corpus poisoning detector that scans for embedding anomalies and backdoor triggers, with an MCP server for AI agent integration.

code-graph-mcp

MCP server for comprehensive code analysis, navigation, and quality assessment across 25+ programming languages.

DuckDB-RAG-MCP-Sample

An MCP server that enables RAG (Retrieval-Augmented Generation) on markdown documents by converting them to embedding vectors and performing vector search using DuckDB.

FullMt5McpByLeo

Universal MCP server that enables AI assistants to control MetaTrader 5 directly, executing trades, managing data, and automating MT5 operations through natural language.

CDK

Buy video game keys, gift cards, and digital subscriptions via x402 USDC payments on Base. 8 tools covering catalog search, price quotes, on-chain purchase confirmation, delivery status, and refunds.

remote-mcp-server

Enables remote MCP server deployment on Cloudflare Workers with OAuth login and SSE transport for connecting MCP clients like Claude Desktop.

Gemini Audio Upload

Enables audio file analysis using Google's Gemini multimodal models with support for additional context and system instructions to guide the model's behavior.

cmux-agent-mcp

A programmable terminal control plane that enables AI agents to orchestrate, monitor, and interact with multiple parallel AI CLI sessions and browser instances within CMUX. It provides over 80 tools for workspace management, pane manipulation, and cross-agent communication to facilitate complex multi-project workflows.

mcp-voice-hooks

Voice Mode for Claude Code

bucket-helper-mcp

Provides MCP tools for AWS S3 and S3-compatible storage, enabling file upload, download, listing, deletion, and temporary remote file staging via natural language.

MCPBridge

Connects Claude Code and Ollama to Roblox Studio and Blender via the Model Context Protocol, enabling AI-driven scripting and 3D scene manipulation.

Vision-OCR-MCP

Enables OCR on images and PDFs, including full-page OCR, region OCR by description or bounding box, and caching with summary capabilities.

earthquake-mcp-server

Search USGS and EMSC seismic data for real-time feeds, event queries, and earthquake counts via MCP.

glade-mcp

Connect any MCP-compatible AI client (Claude Code, Cursor, Windsurf) to Unity or Godot. 300+ granular tools, an editor aware system prompt, game design document project context, script semantic search, and skill calibration.

enfusion-mcp

An MCP server for Arma Reforger and Enfusion engine modding that enables users to create mods, search API classes, and generate scripts through natural language. It provides a comprehensive suite of tools for scaffolding addons, generating prefabs, and building projects using the Workbench CLI.

Overleaf MCP Server

Enables MCP clients to manage Overleaf projects via Git sync, including listing, reading, writing, and syncing files.

video-reader-mcp

Enables Claude to read and watch online videos (YouTube, TikTok, Douyin, Facebook, Instagram) by pasting a link, providing summaries, transcripts, frame analysis, and metadata.

GBIF Biodiversity MCP Server

Search GBIF species taxonomy, occurrence records, datasets, and publishers via MCP.

notebook-editor

A local MCP server for reading, writing, and executing Jupyter notebooks using jupyter_client for direct kernel communication.

thunderbird-mcp

A read-only MCP server that lets Claude read and search emails from Thunderbird accounts and access contacts, working directly with profile files.

Playwright Plus Python MCP

Enables browser automation and web scraping through Playwright, supporting navigation, screenshots, element interaction, form filling, JavaScript execution, and content extraction.

Quantum Research Hub MCP Server

An MCP server for autonomous quantum computing research that searches arXiv, ingests papers, generates ideas, runs and validates experiments, and produces reports.

deptrust

deptrust is a CLI that checks package versions for known vulnerabilities across npm, PyPI, crates.io, Go modules, RubyGems, NuGet, Maven, Packagist, pub.dev, CocoaPods, Hex.pm, Hackage, GitHub Actions, and more. It runs locally as a CLI and as an MCP server. It calls public package registry and OSV APIs directly; there is no hosted deptrust service to trust or configure.

github-stars-mcp

Analyzes and compares GitHub repositories, tracks star growth, and offers AI-powered README optimization to help grow open-source projects.

BigQuery MCP Server

Enables LLMs to interact with Google BigQuery by inspecting database schemas, listing tables, and executing SQL queries. This server facilitates seamless data analysis and management through natural language via the Model Context Protocol.