发现优秀的 MCP 服务器

tokentoll

Scan codebases for LLM API calls and estimate monthly costs. Compare costs between git refs to catch cost regressions during code review.

garmin-mcp

Enables Claude to access and query your Garmin Connect data, including sleep, activities, training load, and health metrics, through a set of read-only MCP tools.

bitbucket-mcp

Enables pull-request review workflows on Bitbucket Cloud via Claude Code, offering tools to view PR metadata, comments, diffs, and to post comments or approve.

terminal-love-mcp

MCP server that scrapes Terminal Trove to search CLI/TUI tools and retrieve design references like screenshots and install commands for agentic UI research.

Golden Egg TW Holdings MCP

Enables AI agents to query Taiwan stock holdings across multiple brokerages including Fubon, SinoPac, MasterLink, and E.SUN. It provides a standardized interface for accessing portfolio data and brokerage accounts through the Model Context Protocol.

mcp-rag-local

Enables storing and retrieving text passages based on semantic meaning using local embeddings (Ollama) and vector storage (ChromaDB), allowing conversational memorization and retrieval of information.

OBS MCP

Enables AI assistants to control and automate OBS Studio via natural language, covering scenes, sources, audio, recording, streaming, transitions, filters, media playback, diagnostics, and multi-step workflows over the OBS WebSocket protocol.

Vantage Code Mode MCP Server

Enables LLM clients to work with Vantage to inspect and modify scene state, open/save files, probe object properties, and run VScript payloads.

MCP Server Zotero Dev

An MCP server that enables AI assistants to build, test, and debug Zotero 7/8 plugins through tools for UI inspection, JavaScript execution, and real-time log monitoring. It integrates with Zotero's Remote Debugging Protocol to provide rich context including screenshots, DOM access, and database querying.

Ontology MCP

A Model Context Protocol (MCP) server that connects GraphDB's SPARQL endpoints and Ollama models to Claude, enabling Claude to query and manipulate ontology data while leveraging various AI models.

A-MEM: Agentic Memory System

Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

phpIPAM MCP Server

Enables LLMs to manage IP addresses, subnets, and network sections through natural language, with security features like read-only by default.

MCP example Netlify Express

Demonstrates how to develop and run a serverless MCP server using Netlify Functions with Express, enabling remote MCP access via a customized URL.

Puch AI MCP Starter

A starter template with ready-to-use tools for job searching (analyze descriptions, fetch posts, search jobs) and image processing (convert to black & white), featuring bearer token authentication for use with Puch AI.

Console MCP Server

Captures and stores console output from any process in SQLite with full-text search, enabling AI assistants to search logs, monitor errors, and analyze multi-process activity through natural language queries.

OfferUpBot

Acts as a local execution layer for external agents, enabling them to research OfferUp markets, manage and verify listings, send messages, run watches, handle seller-operator cases, and record handoffs through idempotent, verified tool calls.

Telegram MCP Server

An MCP server for interacting with Telegram bots and channels using the Telegraf library. It allows AI agents to send messages, manage channels, forward content, and intelligently respond to Telegram conversations.

pyBittle MCP Server

A Python server that enables remote control of Bittle robots via Bluetooth using the Model Context Protocol (MCP), allowing users to programmatically send movement and pose commands.

Omnicord

Gives your AI assistant full control of a Discord server: 148 tools for chat, moderation, automod, events, and administration, up to building a complete community server from one paragraph. Every destructive action previews first and waits for your confirmation.

DataForSEO MCP Server

Model Context Protocol (MCP) server implementation for DataForSEO, enabling AI assistants to interact with selected DataForSEO APIs and obtain SEO data through a standardized interface.

mcp-vnc

An MCP server that allows AI agents to remotely control Windows, Linux, and macOS systems via VNC. It provides tools for mouse and keyboard interaction, text input, and screen capturing.

byteplus-seedance-mcp

An MCP server that lets Claude Code generate videos using BytePlus ModelArk Dreamina Seedance 2.5, handling task submission, polling, and file downloads through plain language prompts.

samsung-checkout-mcp

MCP server for Samsung Smart TV in-app payment (Samsung Checkout/DPI) development, enabling AI coding tools to provide real-time API references, code generation, troubleshooting, and implementation guides.

iso20022-mcp

Unified gateway for ISO 20022 message families, providing meta-tools to search, describe, validate, generate, and parse financial messages.

myhotlunchbox-mcp

Enables reading the school lunch calendar, managing students, placing and changing orders, and tracking deliveries and payments on a My Hot Lunchbox parent account. It signs in server-side with account credentials and exposes 38 MCP tools with confirm-gated write operations.

IP Find

允许智能代理根据用户的 IP 地址获取其当前位置，或者获取任何 IP 地址的位置。

NotebookLM MCP Structured

An enhanced MCP server that enables users to interact with NotebookLM while ensuring strict source fidelity and citation accuracy through client-side prompt structuring. It guides Claude to transform user queries into structured prompts that prevent the addition of external knowledge during document analysis.

LightRAG MCP Server

Enables AI assistants to manage documents, query knowledge graphs, and perform retrieval-augmented generation using LightRAG with 30 tools and multiple query modes.