发现优秀的 MCP 服务器

codebase-mcp

Zero-config MCP server that connects local codebases to AI assistants, providing secure project tree, regex search, file reading, and tech stack tools locally.

Dev Tool Config Sync MCP Server

Syncs and manages configurations for dev tools like Claude Code and Gemini CLI across workspaces with snapshot history and rollback capabilities.

Zoom MCP Server

Zoom 的 MCP 服务器

localhostmcp

Enables LLMs to send HTTP requests to a local development server, allowing interaction with APIs running on localhost.

invariant

A unified API provisioning layer that provides AI agents with access to multiple services like weather, stocks, health data, maps, and LLMs through a single MCP endpoint. It handles account creation, key management, quota enforcement, and failover so developers never need to interact with individual provider portals.

No-as-a-Service (NoaaS)

Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

SigmaUI DS MCP Server

Exposes SigmaUI Design System components to AI assistants, providing tools for component documentation, search, usage examples, and design tokens to accelerate Vue 3 and Nuxt 3 UI development.

Twenty CRM MCP Server

Connects Twenty CRM with AI assistants to manage CRM data via natural language, supporting full CRUD, dynamic schema, search, and workflow triggering.

laravel-ascend

Laravel upgrade automation via MCP. Analyzers, tools & docs for Laravel 6-11 migrations. Breaking change detection. Works with any MCP client (Cursor, Claude Desktop).

BoondManager MCP Server

An MCP server integrating with the BoondManager API to enable AI assistants to search, retrieve, create, and update records across 94 tools in 8 business domains.

VMware-Monitor

Read-only VMware vCenter/ESXi monitoring. 8 MCP tools for VM inventory, host status, datastore capacity, cluster info, alarms, events, and VM details. Code-level enforced safety — no destructive operations exist in the codebase. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.

NetzSchule Miro MCP Server

Enables interaction with Miro whiteboards via MCP and REST API, including board manipulation, sticky notes, shapes, and bulk operations.

MCP Python Interpreter

A Model Context Protocol server that allows LLMs to interact with Python environments, enabling code execution, file operations, package management, and development workflows.

Roadmap

Enables AI orchestrators to manage hierarchical implementation roadmaps with phases, tasks, and plan-change tracking.

biascope

MCP server for scanning AI systems and code for demographic, occupational, and geographic biases. Enables CI integration and AI agent-driven bias detection.

Prismfy MCP Server

Enables web search with configurable filters (engine, language, time-range, domain, page) and provides current tier and quota information via the Prismfy Search API.

Indian Stock Exchange MCP Server

Provides comprehensive financial data and insights for companies listed on BSE and NSE, including real-time stock prices, historical data, market news, top gainers/losers, and stock recommendations for the Indian stock market.

Naver Search MCP Server

Provides tools to search Naver services (web, news, blog, etc.) and analyze search trends using Naver DataLab, with all required MCP protocol methods implemented for compatibility with Cursor and Claude Desktop.

Remote MCP Server

Enables running a remote MCP server on Cloudflare Workers with OAuth authentication, supporting SSE transport and easy integration with Claude Desktop.

N8N MCP Server

Enables management of multiple N8N workflow automation instances through MCP. Supports listing, creating, updating, deleting, executing workflows and monitoring their executions across different N8N environments.

Antigravity MCP Bridge

Bridges cloud-based AI orchestrators with local systems, enabling file management, terminal execution, and autonomous background tasks through the Model Context Protocol.

RepoCrunch

Analyze GitHub repositories into structured JSON with tech stack detection, dependency analysis, health signals, and security checks. No AI, fully deterministic. Available as CLI and MCP server.

corpus-mcp

An MCP server that enables keyword search over a local directory of documents, providing tools to search, fetch passages, and list sources without requiring external APIs or models.

SimDoc MCP Server

Enables access to scientific simulation documentation and code snippets for simulators like PyBaMM and Cantera. Provides AI-powered search and retrieval of simulation examples and documentation through natural language queries.

Google Forms MCP Server

谷歌表格 MCP 服务器 (Gǔgē biǎogé MCP fúwùqì)

McuBuddy

MCP server for AI-assisted MCU and embedded firmware debugging. It connects to real hardware via debug probes, inspects CPU/memory/peripherals, manages Keil builds, and provides structured evidence for fault diagnosis.

Rebrandly MCP

This project implements a simple MCP server in Go that exposes a single tool (create_short_link) to generate short URLs using the Rebrandly API.

Telegram MCP Server

Enables LLM clients to send messages, read recent messages, and retrieve chat information through the Telegram Bot API.

redmine-mcp-workflows

A schema-aware MCP server for Redmine that validates issue writes against workflow graphs and custom field schemas to prevent errors, with tools for issue lifecycle, time tracking, wiki pages, and more.

Custom MCP Server on Databricks Apps

Enables deployment and hosting of custom MCP servers on Databricks Apps platform. Provides a template and deployment methods for creating scalable MCP servers with Databricks authentication.