发现优秀的 MCP 服务器

ExpensifyAI

Enables managing Splitwise expenses and generating premium spending analytics with category breakdowns, trends, and settlement optimization through natural language.

Simple-MCP-Server

Provides MCP servers (stdio and HTTP) with tools for calculation, text statistics, and unit conversion, plus an agent host that uses Gemini to orchestrate tool calls across them.

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.

seo-auditor-mcp

Enables natural language technical and JavaScript SEO audits, including headless rendering, hydration gap analysis, schema validation, AEO checks, and semantic cannibalization detection.

OpenTabs

Open-source MCP server that gives AI agents access to 100+ web applications through the user's authenticated browser session. No API keys, no screenshots, no DOM scraping — talks directly to web app internal APIs via a Chrome extension. Supports Slack, Discord, GitHub, Jira, Notion, Reddit, X, and 100+ more services with ~2,000 tools. Works with Claude Code, Cursor, Windsurf, and any MCP client.

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.

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.

Study Assistant

Converts syllabus documents into a searchable study knowledge base. Provides MCP tools to list available syllabi and retrieve structured summaries and extracted text.

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.

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.

PubMed Enhanced Search MCP Server

A Model Content Protocol server that provides enhanced tools to search and retrieve academic papers from PubMed, with features including MeSH term lookup, publication count statistics, and PICO-based evidence search.

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.

XcodeBazelMCP

A comprehensive MCP server and CLI for Bazel-based Apple platform development, providing 112 tools across 19 workflow categories for building, testing, debugging, and managing iOS, macOS, tvOS, watchOS, visionOS, and Swift Package Manager projects.

Nexus Memory

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

Geocode MCP Server

Provides global geocoding capabilities to convert city names and addresses into latitude/longitude coordinates using the free OpenStreetMap Nominatim API.

Global Fishing Watch MCP Server

Enables LLMs to query Global Fishing Watch data for vessel tracking, fishing activity, dark-vessel detections, and IUU-risk indicators through structured, summarized API responses. It handles API quirks and returns context-sized summaries with data caveats.

VibeGit MCP Server

Logs and analyzes AI assistant conversations, including file operations and tool usage, storing them in the .vibe/ directory.

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.

MCP Weather Notes Server

Provides real-time weather data from Open-Meteo API and enables creating and retrieving notes stored locally in JSON format.

MCPAGENT

Enables AI agents to discover and interact with onchain agent infrastructure on Base, including identity, micropayments, and tool capabilities via MCP.

mcp-canada-tenders

Access Canada government procurement opportunities from CanadaBuys open data, enabling tender searches and procurement monitoring without an API key.

mcp-server-odoo

Enables interaction with Odoo ERP through MCP, including an additional sql_query tool for custom queries.

cohesivity

Cohesivity lets AI agents provision and manage infrastructure like postgres, hosting, storage, redis, realtime, etc. and other useful APIs.

NAV 2015 FastMCP Server

Provides read-only analytics and metadata exploration for Dynamics NAV 2015 databases, enabling user details, permissions, table schemas, and autonomous SQL queries.

agent-3md

Exposes an agent's skills as MCP tools, allowing any MCP client to route requests and load skills on demand from a single .3md file.

kops

A read-only kubectl MCP server for AI assistants. The kubectl verb is hardcoded in each tool (get/describe/logs/events) and user input only fills argument values — no mutation path even with malicious input, and Secret/ConfigMap values are never returned (metadata only). Returns structured JSON, plus one-shot k8s_triage (health scan) and k8s_inventory (cluster snapshot).

aimarket-mcp-packager

Model Context Protocol (MCP) stdio server built with the official MCP Python SDK (FastMCP). Exposes 3 MCP tools: package_capability, generate_dockerfile, generate_claude_desktop_config — package AIMarket capabilities as Docker images + MCP manifest + Claude Desktop config. Entrypoint: mcp_stdio_server.py; root Dockerfile + glama.json in repo.

Northveil-MCP

A production-grade MCP server for Web3, enabling real-time multi-chain wallet execution, smart contract auto-compilation and deployment, token swaps, and asset hosting via Supabase.