发现优秀的 MCP 服务器

sharedoc-mcp

sharedoc-mcp is an MCP stdio server that lets AI agents publish, update, search, and revoke shareable Markdown documents as secret GitHub gists or self-hosted password-protected links with expiry, through eight MCP tools and a single interface.

ontology-mcp-self-healing

Self-healing MCP server that monitors database schema changes, detects differences, and automatically updates ontology mappings using AI to ensure agents continue working without manual intervention.

MCP Boilerplate

A boilerplate for deploying a remote MCP server on Google Cloud with authentication, enabling experimentation with MCP tools.

local-mcp-chatgpt-tunnel

Enables ChatGPT Developer Mode to securely invoke multiple Windows-local stdio MCP servers through a single gateway, with tool namespacing, path restrictions, and serial execution control. It includes safe-file, image, and download tools for local workspace interaction.

MCP Server plugin

Enables recording Codex tool failures as redacted .tape evidence, inspecting captured runs, injecting failure conditions, and saving offline regression tests.

TickTick MD MCP

Enables AI integration with TickTick to manage tasks, projects, and tags through the Model Context Protocol. It allows users to import from Markdown, export project data to multiple formats, and perform task operations using natural language.

GNS3 Network Simulator MCP Server

Enables AI-powered network engineering by providing natural language control over GNS3 network simulations. Supports creating projects, building network topologies, managing devices, controlling simulations, and analyzing network traffic through conversational AI interactions.

Hexis

A git-backed MCP server that centrally manages AI agent skills, tools, and knowledge with role-based access, change requests, and a remote OAuth 2.1 endpoint.

Cal MCP Server

Enables AI assistants to answer mortgage-related queries by providing tools for lender search, loan limit lookup, down-payment assistance programs, and more, with data sourced from real wholesale lenders and broker-curated intel.

MCP Ping Server

Provides a ping tool to check connectivity and measure latency to any hostname or IP address across platforms.

chrome-pilot-mcp

Connects to a running Chrome instance via CDP to expose browser control as MCP tools, preserving login state, cookies, and extensions for automation.

Hubble Ai Mcp

用于 Solana 数据分析的 MCP 服务器。

ToolDock

Exposes a typed Python function as a CLI command, REST endpoint, and MCP tool without adding transport code.

TheAlmanac

Enables programmers to search, download, and access up-to-date API and software documentation through MCP tools, integrating with LLMs like Claude for Desktop.

Claude-Code MCP Runner

This MCP server enables remote control and management of Claude Code agents, allowing you to execute missions, configure agent personalities, and integrate with other MCP tools.

ChemMCP

A chemistry computation platform providing 19 professional tools for molecular structure processing, including SMILES conversions, molecular calculations, functional group identification, visualization, and AI-powered molecule generation and description.

Jarvis

MCP server for designing drones and related physical systems through natural language in Spanish, with deterministic calculation and simulation.

marimo-mcp

Auto-discovers running marimo notebooks and exposes tools for reading, editing, and running cells via MCP, supporting both HTTP and VS Code backends.

Android Skills MCP

Provides AI coding assistants with access to Google's Android development skills library through an MCP server. Enables developers to discover, search, and apply Android best practices directly within their coding environment without manual copying.

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honest-vies-mcp

Local MCP server for validating EU VAT numbers using the official VIES API. Enables AI to check VAT validity and optionally retrieve consultation numbers for legal proof.

WordPress MCP

A comprehensive WordPress plugin that implements the Model Context Protocol (MCP) to expose WordPress functionality through standardized interfaces, enabling AI models to interact with WordPress sites securely.

Figma MCP

MCP server for the Figma API. Lets AI agents fetch designs, nodes, and rendered images from Figma.

Featureflow MCP Server

Enables AI assistants to manage Featureflow feature flags, including creating and updating features, controlling feature states across environments, and managing projects, environments, and targeting rules through natural language.

fiinquant-mcp

A resilient MCP server wrapping FiinQuant/FiinQuantX Python SDK for Claude Desktop and Cursor, providing market data, fundamental analysis, screening, and technical indicators via stdio with timeouts, error envelopes, and free-tier guards.

screenshot-feedback-hook-mcp

A cross-platform screenshot tool that lets coding agents capture and view their output, enabling self-correction through visual feedback.

MCP Server for Axiom

镜子 (jìng zi)

Arra Oracle

MCP server for semantic search over Oracle philosophy using hybrid search (FTS5 + LanceDB). Integrates with Claude Code for querying wisdom and managing a knowledge vault.

Cancellation Analyzer MCP Server

A Model Context Protocol server that analyzes customer cancellation survey data, enabling Claude AI integration through HTTP/SSE transport.

NSE-MCP

Exposes live Indian stock market data from the National Stock Exchange (NSE) via 17 tools covering bulk/block deals, institutional flows, market data, corporate events, and short selling.