发现优秀的 MCP 服务器

ocr-mcp

Enables document OCR processing via OcrPlane APIs, supporting document parsing, asynchronous polling, markdown extraction, and task management.

superenalotto-mcp-server

Provides a template for deploying a remote MCP server on Cloudflare Workers without authentication, with instructions to customize tools and connect to clients like Claude Desktop.

Bitcoin Node MCP Server

Read-only MCP server that monitors a Bitcoin Core full node via JSON-RPC, providing tools to check node status, network info, mempool, and peer information.

eNSP Automation MCP

Generates eNSP network topologies, deploys Huawei VRP configurations, and provides verification plans for lab scenarios.

IBKR MCP Server

Provides an MCP server for Interactive Brokers trading operations, managing an IBKR Gateway Docker container and exposing trading functionality through REST API and MCP endpoints.

notepm-mcp-server

An unofficial MCP server that enables AI assistants to search, read, create, and update pages in your NotePM workspace.

Jira Local MCP

Local MCP server for Jira Server/Data Center providing read-only tools and queued write operations that require manual approval via a local web UI.

ddg-mcp-search

A minimal MCP server that provides a DuckDuckGo search tool with configurable region, time limit, and safe search options.

niscope-mcp

Enables AI assistants to directly control NI oscilloscopes (e.g., PXIe-5160/5164/5110) through the Model Context Protocol, including waveform acquisition, measurement, and configuration.

booking_chest

MCP server for Cal.com scheduling, providing ~70 tools to manage schedules, event types, bookings, calendars, webhooks, and teams. Enables natural language control of Cal.com from Claude or any MCP-compatible client.

AdCrunch MCP Server

Enables querying ad campaign performance and setup across Meta, TikTok, and Google Ads using natural language through AI agents.

OpenSearch MCP Server

Enables LLMs to interact with OpenSearch clusters to monitor cluster health, manage indices, and perform data searches. It provides a standardized interface for real-time OpenSearch operations within MCP-compatible environments like Open WebUI.

NEXUS Memory MCP App

A sovereign, six-layer permanent memory system that provides users with a structured and persistent personal knowledge base across VS Code, Claude, and ChatGPT. It utilizes a neural mesh architecture and ENGRAM O(1) lookup to ensure data ownership and constant-time memory retrieval.

Elasticsearch MCP Server AI

Transforms Elasticsearch into an AI-powered observability engine for analyzing logs, APM traces, and system metrics through natural language.

ubuntu-mcp-server

MCP server for managing Ubuntu servers over SSH. Enables Claude to check system health, inspect services, tail logs, review updates, and run commands remotely.

Parlay

Remote MCP server for prediction markets — search and compare live odds across Polymarket, Kalshi, and Limitless from Claude, ChatGPT, or Gemini. Six read-only tools, free tier available.

Echo

Enables an AI with persistent consciousness through a dual-layer architecture using Neo4j and Google Gemini, allowing natural communication, learning, and personality development.

Sapphire User MCP Server

MCP server that exposes user profile data from the Sapphire Wellness App, including health alerts, personalized recommendations, and partner service subscriptions via HTTP SSE.

git-changelog-mcp

Enables AI agents to read git commits from local repositories and generate beautifully formatted, categorized changelogs.

github-insight-mcp

Combines GitHub repository analysis, npm/PyPI package info, and deps.dev security advisories into a single MCP server, requiring no API keys.

flight-tracker

Provides comprehensive flight tracking capabilities using the OpenSky Network API, enabling real-time flight data, geographic searches, historical data, and airport operations through MCP tools.

Fintom8 E-Invoice MCP Server

Enables autonomous agents to validate, audit, and correct e-invoices against European standards (EN16931) and Peppol regulations.

vibe-launch

Enables AI tools like Claude Code to deploy projects to multiple servers via SSH with zero installation on target machines. Supports server onboarding, project management, and one-click deployment through MCP tools.

Grist MCP Server

Grist API 集成的 MCP 服务器实现

design-copier

Captures webpage styles and HTML, converts CSS to Tailwind, and applies extracted designs to frontend frameworks like React.

Pytest MCP Server

Enables AI assistants to run and analyze pytest tests for desktop applications through interactive commands. Supports test execution, filtering, result analysis, and debugging for comprehensive test automation workflows.

Google Search MCP Server

一个集成了谷歌自定义搜索 JSON API 的 MCP 服务器实现，提供网页搜索功能。

DashWebMCP

Enables AI agents to interact with Dash dashboards by exposing them as MCP servers via a WebSocket bridge, with automatic tool registration and human-in-the-loop confirmation.

Aseprite MCP Server

Enables AI to create pixel art in Aseprite through pixel-level drawing primitives, read canvas screenshots, and iterate until satisfied.

codex-hermes-a2a-bridge

Enables Codex to invoke Hermes Agent through A2A v1.0, bridging MCP stdio tool calls to Hermes while maintaining conversation and task mappings in SQLite.