发现优秀的 MCP 服务器

creo-mcp-server

MCP server for interacting with Creo Parametric CAD software. Enables tool calls like file_open, feature_set, and J-Link execution through a Python-based server and optional Java gateway.

MCP Tool Starter Kit

A feature-complete TypeScript project template for rapidly developing Model Context Protocol tools with integrated best practices for code quality, testing, and automated deployment.

Gitea MCP Server

Enables seamless integration with self-hosted Gitea platforms for creating repositories, uploading files with directory structure preservation, syncing entire projects, and managing file updates with conflict resolution across multiple Gitea instances.

Snowflake MCP Server

Enables Claude to interact with Snowflake data warehouses through natural language for executing SQL queries, exploring schemas, and monitoring data freshness. It streamlines data analysis workflows by bringing Snowflake capabilities directly into the AI conversation.

Cart MCP Server

MCP server for the Cart e-commerce intelligence API, enabling AI agents to search stores, products, ads, and suppliers, and analyze market trends.

BookStack MCP Server

Enables AI assistants to manage BookStack documentation through natural language, supporting content browsing, search, and CRUD operations for books, chapters, and pages.

numertel-mcp

Polish phone number lookup: who called, spam and scam checks, UKE DNO registry, CERT phishing stats

Jokes MCP Server

An MCP server that enables Microsoft Copilot Studio to fetch and deliver various types of jokes (Chuck Norris, Dad jokes, and Yo Mama jokes) from multiple online joke APIs.

local-document-rag-agent

MCP server enabling Claude Desktop to answer questions from local Word and PDF documents by searching a vector index built from their contents.

YouTube Search MCP Server

Enables AI assistants to search YouTube videos with rich metadata including titles, channels, view counts, and duration. Supports multi-language search and is designed for remote deployment on the Dedalus platform.

fpl-strategy-mcp

Enables Fantasy Premier League squad management with custom tools for player search, fixture outlook, tier classification, hit math, and chip timing, all using public FPL data without requiring login credentials.

mdi-mcp-server

MCP server for searching Material Design Icons, enabling AI agents to find icons by name, alias, category, or concept.

Banco do Brasil MCP

Connects your Banco do Brasil account to AI assistants via Open Finance Brasil, allowing natural language queries about balances, statements, credit card bills, and investments. Read-only, regulated by the Central Bank.

Multi-agent MCP Network

MCP server exposing specialized AI agents (CEO, CTO, Designer, Sales, Marketing, QA) that collaborate through an intelligent orchestrator for business strategy, technology, design, sales, marketing, and quality tasks.

topgg-mcp

Enables AI assistants to manage Top.gg bot or server listings, including updating project info, checking votes, posting metrics, and registering commands.

MCP Virtual User

Enables end-to-end testing of voice-enabled web applications by simulating a synthetic user with a virtual microphone, virtual speakers, a real browser, and a viewable display, allowing audio injection, speech capture/transcription, and browser automation.

Columbia MCP Servers

镜子 (jìng zi)

Synthetic Audience MCP

An MCP server for testing whether a draft asset is likely to resonate with a target audience.

ClickHouse MCP Server

ClickHouse 的 MCP 服务器。

@tinify-ai/mcp-server

MCP server for tinify.ai image optimization. AI-powered upscaling, resizing/cropping, compression, and SEO filename & alt text generation — all in one tool.

Token-Efficient MCP Server

Provides sandboxed code execution and data processing for CSVs and logs to achieve over 95% token savings. It enables secure multi-language execution and progressive tool disclosure to optimize LLM context usage.

clickhouse

Enables AI assistants to query and manage ClickHouse databases, supporting SELECT queries, DDL/DML statements, and metadata listing.

obsidian_mcp

Enables reading, writing, searching, and managing Obsidian vault notes through MCP tools and prompts, allowing AI agents to interact with local knowledge bases.

agent-store

Minimal agent telemetry store with OTLP/HTTP ingestion to Postgres and MCP streamable-http tools for querying logs, traces, and metrics.

mcp-instagram

MCP server for interacting with Instagram Business accounts via the Instagram Graph API, enabling profile retrieval, media publishing, insights, and direct messaging.

HydraΜCP

A lightweight, extensible cybersecurity toolkit that connects AI assistants to security tools through the Model Context Protocol (MCP), enabling AI-assisted security research, scanning, and analysis.

llm-prompt-optimizer

A deterministic prompt optimization middleware for AI coding agents that preserves intent, compresses context, and detects drift, available as an MCP server with tools for optimize_prompt, classify_prompt, and more.

homestack

MCP server that exposes personal device data from sources like Oura into a unified SQLite store, allowing Claude to answer questions across metrics (sleep, activity, etc.) with a set of read-only tools.

CSS Tutor MCP Server

Provides personalized CSS learning updates by tracking known concepts in memory, fetching latest CSS news via Perplexity, and guiding users through new CSS features they haven't learned yet.

fintable-mcp

An unofficial MCP server for fintable.io that enables AI assistants to manage financial categories, rules, and transactions directly through your browser session.