发现优秀的 MCP 服务器

robinscan-mcp

MCP server for querying Robinhood Chain blockchain data, including network stats, transactions, token transfers, and stock prices.

Awels PDF Processing Server

Enables conversion of PDF files to Markdown format with optional image extraction using docling. Supports batch processing of multiple PDFs with structured output including metadata and processing statistics.

Flux Cloudflare MCP

An MCP server that enables AI assistants to generate images using Black Forest Labs' Flux model via Cloudflare Workers.

Dappier MCP Server

Enables fast real-time web search and access to premium data from trusted sources including news, financial markets, sports, and more. Supports AI agents with live data and curated content from various domains.

LSPSteer

Compiler-in-the-loop steering for coding agents - Cursor and Claude Code. It runs your workspace's real language server on each edit, extracts diagnostics scoped to the changed lines and type signatures, and feeds that back to the coding agent.

Mockups MPC

A self-hosted MCP server and gallery for AI-generated mockups, enabling AI tools to send mockups via MCP tool calls for storage and browsing in a clean web gallery.

XRAY MCP

Enables AI assistants to understand and navigate codebases through structural analysis. Provides code mapping, symbol search, and impact analysis using ast-grep for accurate parsing of Python, JavaScript, TypeScript, and Go projects.

VNDB MCP Server

一个模型上下文协议（MCP）服务器，用于访问视觉小说数据库（VNDB）API。这使得Claude AI能够搜索和检索视觉小说信息。

MCPAgentAI 🚀

Python SDK，旨在简化与 MCP（模型上下文协议）服务器的交互。 它提供了一个易于使用的界面，用于连接到 MCP 服务器、读取资源和调用工具。

bloom-weighted-sididy-mcp

MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools + resources in any MCP client.

mcp-server-github

An MCP server that enables GitHub API operations such as managing repositories, issues, and pull requests through natural language.

MCP Google Calendar Server

Enables creating and managing Google Calendar events through OAuth 2.0 authentication, supporting event details like title, time, location, description, and attendees.

Web Scraper MCP Server

Enables AI agents to fetch, clean, and extract readable content from web pages, optionally including links and images, via the scrape_url tool.

Dash MCP Server

Provides tools to interact with the Dash documentation browser API, allowing users to list installed docsets, search across documentation, and enable full-text search.

IWE

iwec gives AI agents structured access to your Markdown notes as a knowledge graph instead of a pile of files. Agents search, retrieve, traverse, and refactor your notes by structure and links — not blind text similarity — working from the same plain .md files you edit by hand. No database, no cloud, no lock-in.

EWS Meeting MCP

Safely schedule Outlook meetings on on-prem Exchange EWS with room-aware slot suggestions, local credentials, preview-confirmed writes, and audit-friendly lifecycle records.

Keel

Keel is a network diagnostics MCP server that provides 14 tools for tasks like ping, DNS lookup, port scanning, SSL certificate inspection, and more, with built-in security features.

Paper Memory MCP Lite

Local-first MCP server for indexing and searching research materials (papers, notes, logs, READMEs) using SQLite FTS, with tools for memory management and evidence retrieval.

lilbee

Find, run, and manage your local AI models, then talk to your files, your code, and the sites you crawl. Every answer cites the source, it all runs on your own machine, and it's one program with nothing else to set up.

Senior Life Care MCP

Provides 20 tools across 6 categories (pension/welfare, health/medical, care, leisure/culture, living support, and safety/emergency) to help seniors aged 60+ easily understand and access Korean welfare services and benefits.

forensics-mcp

A local MCP server that wraps common forensic command-line tools for CTF/forensics competitions into MCP tools, enabling automated analysis of disk images, memory dumps, network captures, SQLite databases, archives, and steganography.

PortOne Global MCP Server

Enables searching and reading of PortOne documentation, including OpenAPI schemas and product guides, through the Model Context Protocol. It allows AI agents to easily access and integrate payment-related technical specifications into their workflows.

medium-ops

Medium CLI + 23-tool MCP server. Hybrid official API + dashboard GraphQL. Your IDE drafts the responses — no AI API keys.

NetForensicMCP

An MCP server for offline network forensic analysis and threat intelligence, enabling LLMs to analyze PCAP files, extract streams, detect threats, and identify credentials using tshark.

VMware-AIops

AI-powered VMware vCenter/ESXi monitoring and operations. 20 MCP tools for inventory queries, health monitoring, VM lifecycle management, fast provisioning (Linked Clone, OVA, template deploy), snapshot management, and datastore browsing. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.

MixCraft

Give Claude access to your music library. MixCraft is a hosted MCP server that connects Claude to Apple Music, letting Claude search your library, build playlists, and learn your taste over time.

Nexus Memory

Nexus Memory gives every MCP-compatible agent one persistent, self-hosted shared memory with hybrid retrieval, drift detection, and anti-poisoning features.

MCP Server

A Python implementation of the Model Context Protocol (MCP) that connects client applications with AI models, primarily Anthropic's models, with setup instructions for local development and deployment.

mcp-network-analyzer

Captures browser network traffic, analyzes API patterns, and exposes analysis tools through an MCP server for AI-assisted workflows.

chromium-arm64

MCP server that enables browser automation and web testing on ARM64 devices like Raspberry Pi, allowing users to navigate websites, take screenshots, execute JavaScript, and perform UI testing via Claude.