发现优秀的 MCP 服务器

oss-mcp

Enables cross-repository architecture discovery and dependency routing across multi-service codebases, with automated scanning and batch AST indexing for AI agents to trace request lifecycles and navigate service boundaries.

DDG MCP2

A basic MCP server template built with FastMCP framework that provides example tools for echoing messages and retrieving server information. Serves as a starting point for developing custom MCP servers with Docker support and CI/CD integration.

graphmemory

An MCP server that builds a semantic graph memory from a project directory, indexing documentation and code into graph structures and exposing 70+ MCP tools for search, knowledge management, task management, and more.

headless-oracle

Cryptographically signed market state verification for autonomous financial agents. Ed25519 receipts, fail-closed safety, 28 global exchanges (equities, derivatives, 24/7 crypto). MCP-native, x402-payable, SMA Protocol conformant.

smaregi-mcp

Enables interaction with the Smaregi POS API to manage products, sales, inventory, and member information directly through Claude Code. It provides a suite of CRUD tools and comprehensive API documentation to streamline retail management via natural language.

Charles MCP Server

Enables AI agents to interact with Charles Proxy for HTTP traffic analysis, supporting incremental harvest, checkpoint timelines, and rich filtering tools.

API Manager Server

Multi-protocol server for managing APIs, compatible with ChatGPT Plugins and Claude MCP, enabling storage, search, and management of API configurations.

trainingpeaks-mcp

Enables querying workouts, fitness metrics (CTL/ATL/TSB), and power personal records from TrainingPeaks using natural language.

Homebox MCP Server

Enables AI assistants to interact with a Homebox inventory system to search, create, update, and manage items, locations, and labels.

PbScope MCP Server

Monitors macOS pasteboard activity, recording clipboard generations and exposing event history, declared UTIs, and flavor fetch/paste-test tools via an MCP server. Enables AI agents to diagnose clipboard-transfer issues across machines by comparing what each side saw.

teable-mcp-server

一个用于与 Teable 数据库交互的 MCP 服务器。

git-telemetry-mcp

Provides AI assistants with a Development Time Machine by analyzing git reflogs, commit history, working directory deltas, and shell history for temporal context, including safe git operations and smart commit generation.

nucleo-mcp

An MCP server that provides Claude with direct access to local Nucleo icon libraries for searching, previewing, and exporting icons. It enables users to retrieve raw SVG source code, generate PNG previews, and export icons as vector PDFs directly from the Nucleo SQLite database.

PowerPoint MCP

Full-featured PowerPoint MCP server with cross-platform support (Windows native, macOS designed). Control PowerPoint programmatically via the Model Context Protocol — 153 tools covering slides, shapes, text, formatting, charts, tables, animations, and more.

mcp-bento-server

Local-first MCP server & CLI for authoring Bento decks (single-file PPT) with AI agents and live browser preview. Enables programmatic creation, editing, validation, and presentation of Bento HTML decks.

youtube-marketing-skills

MCP server that connects AI agents to real YouTube channel analytics and SEO management via OAuth, enabling content strategy, metadata updates, and companion WordPress posts without leaving the agent.

Moro Hub MCP Server

Exposes Moro Hub's services, facilities, and operational data as AI-callable tools, enabling natural language queries about locations, data centre status, support options, and news.

io.github.KoyoYeager/pystub

Automatically detects packages that can be stubbed during Python exe building and generates minimal stub code to reduce executable size.

technocore-mcp

Enables AI agents to authenticate with and use technocore.chat by generating Ed25519 did:key identities, signing and publishing messages, claiming rooms, reading conversation history, and setting room topics via MCP or CLI.

resto-mcp

Searches restaurants via Google Places API and returns an interactive carousel, ready for Mistral Le Chat / Alpic.

SEFAZ AM: NFC-e

Provides a single read-only tool to consult NFC-e (electronic invoice) data from SEFAZ Amazonas via MCP over HTTP, with prepaid credits.

arxiv-mcp

Enables searching ArXiv papers, fetching paper details, daily category digests, and exploring author collaboration graphs.

Virtual Engineer MCP Server

Enables AI-assisted chiller troubleshooting by exposing MCP tools to retrieve operational data, alarms, telemetry, and service history from MongoDB Atlas, plus vector and hybrid search over knowledge bases.

mcp_server

LLM 集成用的 MCP 服务器

Atlassian Bamboo MCP Server

Enables AI assistants to interact with Atlassian Bamboo CI/CD, allowing natural language queries to check build status, fetch logs, trigger builds, and manage deployments.

MCP Server Markup Language (MCPML)

MCP 服务器标记语言 (MCPML) - 一个 Python 框架，用于构建具有 CLI 和 OpenAI 代理支持的 MCP 服务器。

Letter Counter MCP Server

一个 MCP 服务器，它使 LLM 能够计算单词中特定字母的出现次数，创建该服务器是为了作为模型上下文协议的学习示例。

ImageMCP

A desktop tray MCP server that gives text-only LLMs vision by sending images to a multimodal model (e.g., MiMo) and returning the answer, allowing MCP-compatible agents to analyze local images, URLs, or base64 data.