发现优秀的 MCP 服务器

hatchet-mcp

An MCP server for Hatchet, the durable orchestration engine, enabling LLMs to inspect workflow definitions, runs, logs, and more, with optional mutating tools for triggering, canceling, and managing workflows.

Frappe MCP

Allows Frappe Framework apps to function as MCP servers, exposing Python-defined tools for LLM interaction.

Arr Suite MCP Server

Enables AI assistants to manage media automation services like Sonarr, Radarr, Prowlarr, Bazarr, Overseerr, and Plex through natural language commands.

Cisco Secure Access MCP Server

Enables AI agents to investigate threats, pull reports, manage security policies, and administer deployment infrastructure through the Cisco Secure Access REST API.

Idea-To-Prod

An MCP server that turns a one-sentence idea into working, tested code using a pipeline of six AI agents, with optional deployment.

SidClaw GovernanceMCPServer

Governance proxy for MCP servers. Wraps any MCP server with policy evaluation, human approval workflows, and hash-chain audit trails. Supports stdio and Streamable HTTP transports.

Graph-Mem MCP

A universal MCP server providing persistent, structured memory through a knowledge graph with graph storage, semantic vector search, and multi-hop traversal for AI agents and IDEs.

Shopify Update MCP Server

Shopify Update MCP Server

Prufa

Point your coding agent at a URL and get a real-browser QA audit: broken signup/login/checkout flows, JS console errors, missing analytics, consent + security headers, mobile tap targets, and accessibility — returned as machine-verified findings graded A-F.

counterparty-credit

An MCP server that scores the credit health of public energy companies using public data, providing a 0-100 score and factor breakdown. Enables agents to assess financial soundness of utilities, generators, and energy marketers.

Google Veo 3.1 MCP Server

MCP server for Google Veo 3.1 video generation. Supports text/video/image-based generation, extension, and interpolation with cost estimation and batch processing.

maven-indexer-mcp

Indexes local Maven and Gradle caches to enable AI agents to search for Java classes, method signatures, and source code, including from internal or obscure libraries.

Frame.io Agent

Enables coding agents to read and write to Frame.io (projects, assets, reviews, comments, and more) with confirmation-gated mutations.

Freepik MCP

Enables AI assistants to search, download, and generate visual content using Freepik APIs, including icon search, image generation, and resource management.

trello-mcp-server

Enables Claude to manage Trello boards, lists, and cards through natural language, using tools like list_boards, add_card, and move_card.

mcp-system-info

A simple Model Context Protocol server that provides system information and public IP lookup tools for Claude Code.

Bucket Feature Flags MCP Server

在你的代码编辑器中，直接从聊天中标记功能，包括 VS Code、Cursor、Windsurf、Claude Code——任何支持 MCP 的 IDE。

MealOS

Enables users to plan meals and place orders across Swiggy Food, Instamart, and Dineout directly from Claude Desktop conversations.

Remote Math MCP Server

A Cloudflare Workers-hosted MCP server that provides basic mathematical operations with OAuth authentication. Demonstrates how to deploy and connect remote MCP servers to Claude Desktop and other MCP clients.

Vicon DataStream MCP Server

Enables AI agents and LLMs to interact with Vicon motion capture systems for real-time streaming of kinematic data, markers, force plates, eye trackers, and camera calibration.

ServiceTitan MCP Server

Provides AI assistants with direct access to ServiceTitan's field service management platform for home services contractors. It enables users to manage customers, jobs, appointments, technician dispatching, and invoices through natural language.

Twilio MCP Server

Enables AI assistants to interact with all Twilio APIs through the Model Context Protocol. Supports SMS, voice, messaging, and other Twilio services with secure authentication and configurable API filtering.

MCP Data Analyst Server

Transforms AI assistants into data analysts by enabling CSV and Google Sheets import, SQL querying, and instant insights through natural language.

weclapp-api-knowledge-mcp

A standalone MCP server for exploring the weclapp REST API v2, providing offline knowledge about entities, endpoints, and relationships, plus optional live GET probes against a tenant.

Podcast Commerce Intelligence MCP

Extract product mentions, sponsors, and trends from podcast transcripts to generate affiliate revenue, with F1=100% on eval suite and a free tier of 200 calls/day.

Archivist AI MCP Server

Connects AI assistants to TTRPG campaign data for managing characters, sessions, locations, factions, items, quests, and more.

vision-mcp

An MCP server that analyzes images using OpenRouter's Gemini Flash model, supporting local file paths and URLs.

Intel NPU Tools MCP Server

Enables MCP clients to leverage the Intel Arrow Lake NPU for local speech transcription, screenshot OCR, private semantic search, and hardware diagnostics, all processed locally.

Informa Events Directory MCP Server

Enables querying and retrieving structured event data from the Informa Connect event directory, with support for various filters, pagination, and speaker extraction.

vault-mcp

Turn any folder into a searchable knowledge base for AI, exposed via MCP.