发现优秀的 MCP 服务器

jaso-mcp

A simple notes system that allows creating, storing, and accessing text notes through MCP resources and tools, with prompt support for generating summaries of all stored notes.

Stage AI MCP

This MCP server replicates how a creative strategist gathers context by expanding queries and performing hybrid search against a Google Drive knowledge base, delivering structured, role-categorized context for ad copy and creative briefs.

DevSpace

A self-hosted MCP server that lets ChatGPT securely read, edit, search, and run code in your local projects via an owner-approved connection.

Granola MCP Server

Provides access to Granola notes, meeting transcripts, calendar events, and document panels through the Granola API, enabling search and retrieval of meeting-related content.

BioCite-MCP

BioCite-MCP enables LLMs to retrieve verified academic literature metadata, citations, and BibTeX from Europe PMC and Crossref, and audit manuscripts for citation accuracy.

Jenkins MCP Server

Enables AI assistants to interact with Jenkins CI/CD systems for build management, job monitoring, console log analysis, and debugging through natural language commands.

mcp-runtime

A high-performance MCP execution engine that runs tool code in isolated, resource-constrained sandboxes with context state persistence.

Zenith Bridge

An Obsidian plugin that provides embedded AI agent terminals and an MCP server for connecting Claude Code and other clients to your vault.

slack-desktop-mcp

Runs slack-mcp-server against your Slack desktop app session, eliminating the need for API tokens.

mcp-telegram

An MCP server that lets an LLM send messages, photos, and documents to Telegram through a bot. Provides four tools: get_me, send_message, send_photo, and send_document.

unifi-mcp-server

An MCP server that enables Claude to manage Ubiquiti UniFi networks via the official API, including device/client oversight, network and WiFi configuration, firewall and ACL management, and guest access controls.

Seedance 2 MCP Server

A focused MCP server for generating Seedance 2 videos via MuAPI. It provides tools for text-to-video, image-to-video, first-last-frame, and omni-reference generation, plus prediction polling and account balance.

Game Discovery MCP Server

Discovers and manages installed games on Windows PC from platforms like Steam, Epic Games, GOG, and more. Provides tools to list, get details, and launch games via MCP.

MCP Immobilier France (DVF)

Provides AI agents with real-time access to French real estate transaction data, price per square meter, and property estimates using official open DVF data, with no API key required.

romanian-financial-regulation-mcp

Enables querying Romanian financial regulation data, including regulations, enforcement actions, and currency checks, directly from AI assistants.

deepseek-vision-mcp

MCP server that exposes an analyze_image tool using Gemini vision models to describe or analyze images from local paths, URLs, or base64 data URIs.

App Store Connect MCP

A Model Context Protocol (MCP) server that connects Cursor, Claude Desktop, and other MCP clients to the official App Store Connect API—so you can manage iOS/macOS apps, TestFlight, in-app subscriptions, and store metadata via chat or automated tool calls.

mcp-perforce-server

MCP server for Perforce version control with safe defaults, structured JSON responses, and 59 tools for repository inspection, file operations, changelists, reviews, and more.

banana-prompts-mcp

Enables searching for high-quality AI art prompts from Banana Prompts by tags or keyword queries, with direct links to full prompts and images.

MCP Secure Installer

Automatically installs and containerizes MCP servers from GitHub repositories using MCP sampling to analyze repositories and create appropriate Docker images.

mcp-fmi

Provides Finnish Meteorological Institute weather data including forecasts, observations, and warnings through the MCP protocol.

sync-hub

Centralizes verbatim local AI conversation history into a SQLite database and exposes it via an MCP server, enabling tools like Claude Code and Codex to retrieve exact context from other tools.

Credit Risk Copilot

A natural-language interface to a credit risk database, with SQL guardrails that enforce read-only, allowlisted access to tables and columns.

Creo MCP

MCP server enabling CAD interaction with Creo Parametric and knowledge base retrieval from Volcengine.

Casebook MCP

Enables agents to query a registry of documented AI-agent failures for debugging incidents, deployable on Cloudflare Workers.

qod-ppm-odoo-mcp

An MCP server that exposes workflow actions, wizards, and specialized operations from the QOD PPM Odoo plugin as tools, complementing generic Odoo CRUD servers by handling non-trivial UI button functionality like state transitions, report generation, and risk management.

RoastPilot

RoastPilot is a spec-driven MCP server for autonomous coffee roasting.

example-mcp-server-streamable-http

example-mcp-server-streamable-http

Email MCP Server

Enables Claude Desktop to send emails through Mailjet's API using the Model Context Protocol over Server-Sent Events. Provides secure email sending capabilities with API token authentication and user-provided credentials.

webfetch

Local web search MCP server that fuses multiple search engines, fetches and compresses pages to reduce tokens and cost, with caching for repeated and paraphrased queries.