发现优秀的 MCP 服务器

AirNow MCP Server

A Model Context Protocol implementation that enables LLMs to access real-time, forecasted, and historical U.S. air quality data through the AirNow API.

simple-storybook-preview-mcp

Enables live preview of Storybook components inside the IDE as the AI edits them, using MCP Apps integration.

Exa MCP Server 🔍

镜子 (jìng zi)

PolyAI Agent Studio MCP Server

Enables access to PolyAI Agent Studio Cursor rules via MCP tools for listing, retrieving, and searching rules, making them usable by any MCP-compatible client.

mrt-fe-review-washer

A Korean-centric MCP server for storing code review results and managing tasks, integrating with LLMs like Claude for review generation.

reach-dispute-mcp

Provides read-only MCP tools to diagnose customer billing disputes by analyzing billing records, identifying contradictions, citing evidence, and scoring confidence to auto-resolve or escalate.

hcom-mcp

A control-plane MCP server for launching and supervising hcom-managed agents, running as a single persistent HTTP server to coordinate multiple sessions.

awaken-claude-governance

Enforces Awaken Church's governance policies by scanning content, correcting language, blocking unauthorized integrations, routing projects, and flagging content for review.

IL Bank MCP

Finance assistant that brings your Israeli bank data to any AI assistant, enabling transaction analysis, spending patterns, and financial insights.

polymarket-gateway-core

MCP server enabling AI agents to place bets on Polymarket using CLOB v2 with x402 payment and auto-setup.

Workast MCP

MCP host for Workast that exposes tools like task creation and health check over Streamable HTTP, authenticated via a workspace API key.

Data Workers

Open-source autonomous agent swarm of 15 MCP-native AI agents for data engineering — catalog, quality, incidents, schema evolution, governance, migration, observability, ML. 212+ tools, Apache 2.0. Works with Claude Code, Cursor, ChatGPT, and any MCP client.

SUMO-MCP-Server

Enables AI agents to interact with Eclipse SUMO traffic simulations, automating tasks from data acquisition to signal optimization.

Caramelo MCP Server

MCP server that exposes tools to query DulceGestion business data (orders, stock, customers) and retrieve documentation via RAG, enabling Claude to assist with pastry shop management.

Easysearch MCP Server

Enables AI agents to interact with INFINI Easysearch (compatible with Elasticsearch/OpenSearch APIs) through 121 tools covering cluster management, index operations, document manipulation, search queries, snapshots, and monitoring.

MCP Agent Coordinator

A Model Context Protocol server for coordinating multiple parallel agents working on the same project within an IDE, managing projects, tasks, todo items, and file locking to enable safe concurrent development.

Jokes MCP Server

Fetches jokes from multiple APIs including Chuck Norris, Dad jokes, and Yo Mama jokes, providing humor-focused content through standardized MCP tools.

Government Contracts MCP

Enables AI agents to search and analyze federal government contract opportunities and awards from SAM.gov and USASpending.gov, with tools for contract search, detail, agency spending, and trending sectors.

Gemini MCP Server

MCP server that connects Claude Desktop to Google Gemini, enabling multimodal analysis with file attachments (video, image, audio, PDF).

opencode-cc-tool

Enables Claude Code to dispatch opencode CLI tasks as background processes with immediate task handle return, status polling, and result retrieval, avoiding tmux and log parsing issues.

letsgal-ai MCP Server

Enables AI agents to programmatically create and manage LetsGal Studio visual novel projects via a story DSL, supporting project initialization, story compilation, dialogue/narration addition, validation, and asset registration through MCP tools.

Tribunal TSE: Certidão de Quitação Eleitoral

MCP server for querying official Brazilian electoral clearance certificates (Certidão de Quitação Eleitoral) from the TSE, with a single read-only tool and prepaid per-use pricing.

EVM MCP Auditor

Enables AI assistants to audit Solidity smart contracts for security vulnerabilities, fetch verified source code from block explorers, decode calldata, and estimate gas costs across major EVM networks.

fileai-mcp

The fileAI MCP Server offers a robust set of tools to work with the fileAI file processing pipeline. It allows for uploading files, performing Optical Character Recognition (OCR), classifying documents, and extracting structured data. The server leverages the Model Context Protocol (MCP) to provide

Customer Support MCP Server

Enables AI assistants like Cursor to manage customer support tickets in SQLite through MCP tools, supporting creation, retrieval, search, and updates via natural language.

Disruption Intelligence MCP

Disruption Intelligence MCP gives AI agents access to commercial disruption signals through a public MCP server backed by the hosted Forgemesh API. It supports WARN/layoff intelligence, company context, geospatial territory disruption, x402 payment challenge inspection, and economic signal workflows without exposing private scoring logic, ingestion systems, schemas, or infrastructure.

studio-mcp

Enables LLM agents to orchestrate a film production pipeline from brief to final cut, including shot planning, rendering, quality control, and assembly, using block-method planning and style-drift QC.

smart-webfetch-mcp

Context-aware web fetching for LLMs, providing 7 tools to check page size, fetch with truncation, extract code/sections/links/tables, and paginate large documents.

mcp-insee-entreprises

MCP server to query the INSEE SIRENE API and search for French companies, supporting searches by SIREN, SIRET, and advanced filters like name, location, and activity.

zoom-summaries

Enables users to fetch Zoom meeting summaries and write them into matching Obsidian 1:1 notes, with browser-based authentication and automatic session cookie management.