发现优秀的 MCP 服务器

RAGex

Gives Claude semantic search superpowers to find and reuse existing patterns in your codebase.

litmos-mcp

Read-only MCP server for Litmos LMS that exposes user profiles, course results, and training completion data to AI clients.

Fantasy-Football-Draft-MCP

MCP server that acts as a live fantasy football draft assistant, syncing ESPN or Sleeper boards and providing pick recommendations with reasoning and survival odds.

Yuque MCP Server

Enables access to Yuque (语雀) documentation through cookie-based authentication, supporting document retrieval, search, TOC navigation, and content management from knowledge bases via URL or namespace.

sundial

MCP server for Sundial, enabling AI assistants to control Corsair iCUE lighting, manage presets, and configure automation based on sunrise/sunset.

ca-scene-mcp

Enables prompt-driven scene generation for computer animation using a JSON-serializable scene model and physics simulation backend.

Alice Flights

Add real-time flight search. Alice Flights is a hosted, remote MCP server that lets an AI assistant search flights — best, cheapest, and fastest options with live seat availability — directly in a conversation. Powered by Alice, Israel's flight-booking travel app.

mcp-server-mcsa

Enables predictive maintenance for electric motors by analyzing stator current signals to detect faults like broken rotor bars, bearing defects, and eccentricity, using spectral and envelope analysis techniques.

mcp-mssql

Enables natural language to SQL queries on MSSQL databases via Claude, with safe SELECT-only execution and schema discovery.

APISIX Admin MCP Server

Read-only MCP tools for querying APISIX routes, upstreams, services, and plugins across environments, without giving direct access to the admin API.

MCP Indexer

Enables semantic code search across multiple repositories using natural language queries. Provides intelligent code discovery, symbol lookups, and cross-repo dependency analysis for AI coding agents.

canvas-mcp

A teacher-facing MCP server that wraps the Canvas LMS REST API, enabling AI assistants to create and manage course content across multiple Canvas courses.

ralph-loop-mcp

Automates a three-phase development workflow: planning, spec generation, and iterative task execution with verification.

sfskills-mcp

Provides live-org context for AI assistants with tools to search skills, agents, templates, decision trees, and query Salesforce metadata (Apex, LWC, objects, fields, etc.) via MCP.

Apple Reminders MCP Server

Programmatic access to Apple Reminders via SSE, enabling creation, reading, updating, and deletion of reminders and reminder lists.

jumuia-mcp

MCP server for Kenya community finance — SACCO finder, chama formation, cooperative benefits, loan guides, member rights.

mcp-server-moegirl-wiki

MCP server for 萌娘百科 (Moegirl Wiki) that allows searching entries and fetching page introductions.

HubSpot MCP Extended

An independent MCP server built from HubSpot's OpenAPI specs, offering 106 tools for CRM automation including contacts, companies, deals, invoices, and line items.

@cubiczan/chp-mcp

Enables MCP clients to evaluate spend gates and manage human-in-the-loop approvals for CHP Profile B.

PowerPlatform MCP Server

Provides intelligent access to PowerPlatform/Dataverse entities and records, enabling entity metadata exploration, OData querying, relationship mapping, and AI-assisted query building through MCP.

Volume Wall Detector MCP

An MCP server that analyzes stock trading volume to identify significant price levels (volume walls), supporting features like order book data fetching, trade analysis, and volume distribution tracking.

io.github.abl030/pfsense-mcp

An MCP server that gives AI agents full control over pfSense firewalls via the REST API v2, with 677 tools covering firewall rules, NAT, VPN, services, routing, certificates, users, diagnostics, and more.

ibkr-mcp

Enables LLM agents to interact with Interactive Brokers accounts for market data, account info, and order entry with built-in risk controls and a two-step confirmation flow.

getdigitalcraft-render

Deterministic social image rendering for AI agents that converts specs into PNGs with exact typography, paid per call in USDC on Base via x402.

ArcBox

Enables ChatGPT users to create and manage Circle developer-controlled wallets on Arc Testnet, check USDC balances, estimate and send USDC using Circle App Kit, and view transaction history.

Unity Prefab Parser MCP Server

Parses Unity text-serialized .prefab, .unity, and .asset files to output only Inspector-visible data in hierarchical YAML, reducing token usage by up to 96%.

proton-calendar-mcp

Enables reading Proton Calendar events via a secret ICS share link, with tools to list, search, and get event details.

Thailand NSO MCP Server

Enables natural language discovery, querying, and analysis of Thailand's official statistics from the National Statistical Office via SDMX REST API. It provides tools for searching dataflows, exploring structures, and fetching data with caching and bilingual support.

rqbit Torrent Client MCP

Python wrapper & MCP server for the rqbit API

COPT-MCP

Enables AI assistants to access COPT solver documentation, example code, and citation formats via MCP protocol, reducing hallucinations when using COPT interfaces.