发现优秀的 MCP 服务器

a2a-travel-mcp-servers

Provides two MCP servers: one for searching real-time flight prices via FlightAPI.io and another for hotel prices via Booking.com through RapidAPI, both accessible over Streamable HTTP.

Campaign Intelligence Toolkit MCP

An MCP server that orchestrates deterministic analytics, benchmarks, recommendations, and forecasting to provide AI-driven campaign analysis and executive reports.

Jira MCP Server

A Model Context Protocol server that enables AI applications to interact with Jira issues, projects, and workflows through a standardized interface.

Jira & Confluence MCP Server

A Model Context Protocol (MCP) server that connects AI assistants to Jira and Confluence, enabling search, create, update, and comment operations with rich Markdown-to-ADF conversion.

Qdrant RAG MCP Server

Enables context-aware semantic search across codebases using Qdrant vector database with intelligent GitHub issue resolution, Projects V2 management, and progressive context retrieval for 95%+ token reduction in AI-assisted development.

@cyanheads/openstreetmap-mcp-server

Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap data via MCP.

Asr_mcp_server

一个模型上下文协议 (MCP) 服务器，它使用 Whisper 引擎提供 ASR（自动语音识别）功能。该服务器通过 MCP 工具公开 TTS 功能，从而可以轻松地将语音合成集成到您的应用程序中。

atera-mcp

MCP server for the Atera RMM API. Implements a decision tree architecture for efficient tool discovery, enabling Claude to manage devices, alerts, tickets, and customers in Atera.

Healthcare Data Quality MCP Server

Enables MCP-compatible AI clients to validate healthcare claims data quality by running completeness, integrity, and temporal checks on CSV files via five callable tools, including profiling and full scans.

UK Parliament MCP Server

An MCP server that gives AI assistants access to UK Parliament data. Query MPs, Lords, bills, votes, committees, debates, and more through AI assistants like Claude Desktop and VS Code Copilot.

DDG MCP Server

A basic MCP server built with FastMCP framework that provides example tools including message echoing and server information retrieval. Supports both stdio and HTTP transports with Docker deployment capabilities.

Cairn

Enables agents to assert and recall typed facts with idempotent writes, freshness, and assurance verdicts. Provides MCP tools for persistent memory across sessions via SQLite-backed storage.

community-sonarcloud-mcp-server

A lightweight TypeScript MCP server that provides AI assistants with seamless access to SonarCloud data, enabling code quality metrics, issues, and project queries.

Ontraport MCP Server

Stateless Node.js service that exposes Ontraport CRM functionality as structured tools for AI agents via the Model Context Protocol.

Access Network Config Audit Agent

A read-only MCP server exposing GPON access-network tools for inventory, status, configuration diff, and alarms, enabling a LangGraph agent to audit ONT provisioning against a golden baseline. It runs against a simulated network and enforces read-only constraints at multiple levels.

NuMetric MCP Server

A read-only MCP server for the NuMetric.work accounting/POS/ERP platform, exposing 38 tools to query live business data such as financial statements, invoices, taxes, projects, inventory, and documents. It enables AI assistants to answer from real accounting data without any create, edit, or delete capabilities.

Simple MCP Server

Provides basic tools for testing MCP functionality: echo, greet, and calculate.

TradingView MCP Bridge

Connects AI assistants to your local TradingView Desktop app via Chrome DevTools Protocol for chart analysis, Pine Script development, and workflow automation.

TaskHub MCP Server

Provides 25 tools to manage tasks, projects, organizations, comments, notifications, and activity on the TaskHub platform via Claude Code.

API Request MCP Server

Enables automatic HTTP requests (GET, POST, PUT, DELETE, etc.) with JSON validation and proxy support. Supports custom headers, request bodies, and environment variable configuration for seamless API integration.

DBX Admin MCP

A Model Context Protocol server generated via the Postman MCP Generator that provides administrative API tools for LLMs. It exposes Postman-defined API requests as standardized tools, enabling secure interaction with web services through environment-based authentication.

IndustrialOps Industry 4.0 PLC Monitor MCP Server

Enables LLMs to connect to factory PLC sensors, read register data, analyze predictive maintenance, and monitor energy consumption in industrial environments.

agentsync

Enables multiple AI agents to collaborate on the same git repository by coordinating work via a shared claims branch, detecting file conflicts before they happen.

BioBTree

A unified biomedical graph database that integrates 50+ primary data sources — genes, proteins, compounds, diseases, pathways, and clinical data — into a single queryable graph with billions of cross-reference edges. Its native MCP server gives LLMs direct access to structured, authoritative biomedical data, complementing their reasoning with reliable identifiers and up-to-date database content.

TELNYX MCP Server

A comprehensive MCP server for TELNYX integration, enabling AI assistants to send SMS messages, make voice calls, and handle incoming communications via webhooks.

OmniWeave

A high-performance, polyglot code-analysis graph for coding agents that enables cross-language and cross-process code relationship queries in sub-millisecond time.

powerBI-mcp

Automates Power BI dashboard creation by selecting templates, mapping dataset schemas, and injecting data into PBIP files via AI.

Cursor Admin MCP Server

An MCP server that provides AI assistants with team analytics capabilities for Cursor editor, allowing them to retrieve team member information, usage metrics, and spending data through natural language queries.

grad-agent

An autonomous MCP agent that helps you apply to fully funded MS and PhD programs by discovering professors, verifying faculty status, matching projects, and drafting cold emails.