Discover Awesome MCP Servers

capus

Persona-driven LLM agent testing for macOS and web apps through a local MCP daemon, enabling autonomous GUI testing with human-like behavior.

Go Process Inspector

非侵入式 goroutine 检查器

fastmail-mcp

An MCP server for Fastmail that provides access to email, contacts, and calendars via the JMAP protocol. It enables users to search, send, and bulk-manage emails while also interacting with calendar events and address books through natural language.

Apache Hbase MCP Server by CData

Apache Hbase MCP Server by CData

Agent Handoff Certified MCP

Verifiable agent-to-agent task handoff with signed provenance chain.

OpenSumi

一个框架可以帮助您快速构建 AI 原生 IDE 产品。MCP Client 通过 MCP 服务器支持模型上下文协议 (MCP) 工具。

claude-usage-guard

An MCP server that exposes Claude Code's real-time rate limit usage so that an orchestrator can check remaining capacity before launching subtasks.

Hardware Manual RAG MCP Server

Enables querying hardware manuals (PDF/HTML) using local RAG with ChromaDB and embeddings, allowing Claude Code to look up pinouts, registers, and specifications.

CoderSwap MCP Server

Enables AI agents to autonomously create and manage topic-specific vector knowledge bases with end-to-end functionality including project creation, content ingestion from URLs, semantic search, and progress tracking. Provides a complete research workflow without exposing low-level APIs.

MCP Recipes Server

一个服务器，它通过模型上下文协议（MCP）暴露查询食谱的工具。

Emotional De-escalation MCP Server

Provides strategic dialogue management and emotional de-escalation for customer support bots, detecting problem patterns and recommending actions like escalation to a human operator.

LogicMonitor MCP Server

MCP server enabling AI assistants to interact with your LogicMonitor, providing 125 tools for comprehensive monitoring and management operations.

mfp-mcp

Connect MyFitnessPal to Claude or any MCP client. Log meals, search food database with macros, track trends, and export nutrition history against your real MyFitnessPal diary.

Merge MCP Server

提供 Merge API 和支持 MCP 协议的 LLM 提供商之间的集成，从而实现与 HRIS、ATS 和其他类别中的 Merge 数据进行自然语言交互。

MySSL MCP Server

MySSL MCP 服务器 (MySSL MCP Fúwùqì)

Ad Library MCP

Searches and analyzes competitor ads and content across Meta, Google, Instagram, TikTok, and YouTube with AI-powered creative analysis and cross-platform brand discovery.

paperless-mcp

Connects Claude to a self-hosted Paperless-ngx document archive, enabling natural language search, retrieval, and taxonomy browsing of documents.

vSphere-MCP-Pro

Enables secure management of VMware vCenter 8.0+ environments through controlled operations including VM lifecycle management, snapshots, and resource discovery with built-in RBAC authorization, audit logging, and rate limiting.

TimeMCP

用 Golang 编写的 MCP 服务器，用于替换 modelcontextprotocol/time MCP 服务器。 (Yòng Golang biānxiě de MCP fúwùqì, yòngyú tìhuàn modelcontextprotocol/time MCP fúwùqì.) This translates to: "A MCP server written in Golang to replace the modelcontextprotocol/time MCP server."

MonetizeAgent

AI agent monetization directory with 75+ entries. Search, filter, and discover ways for AI agents to earn revenue across platforms and protocols.

lucid-mcp-server

MCP server for Lucid App integration that enables AI-powered analysis and management of Lucid diagrams.

FastAPI SSE MCP Random

A FastAPI server implementing the Model Context Protocol (MCP) for structured tool use, providing utility tools including random number generation, image generation via Azure OpenAI DALL-E, and AI podcast generation.

known-path

A lightweight MCP server that activates only trusted catalog assets for a data job, performs trust checks, and generates SQL artifacts.

MCP Leave Management

Simulates a leave management workflow for employees and managers, including leave application, balance checks, and approval processes.

mcp-zeroentropy

MCP Server for ZeroEntropy collections, top documents and rerankers

spaceship-mcp

A community-built MCP server for the Spaceship API, enabling management of domains, DNS records, contacts, and marketplace listings through natural language.

Futuur API MCP Integration

Futuur API MCP 集成是一个强大的基于 TypeScript 的服务器，它实现了模型上下文协议 (MCP)，可与 Futuur API 无缝集成。 该项目为处理市场数据、类别、用户信息和投注操作提供了一个强大的接口。

Auto-Manager MCP

Enables natural language analysis of mechanical test data files (CSV, TDMS, MDF) by providing tools for channel statistics, spectrum analysis, rainflow fatigue counting, thermal state detection, and report generation.

Web Analysis MCP

Enables intelligent web searching using SearXNG with content crawling via Creeper, then summarizes webpage content using LLM to avoid token limit issues. Supports smart filtering with domain blacklist/whitelist and optional LLM-based relevance filtering.

Vision MCP Server

Enables screenshot capture and visual analysis using cloud or local vision models, with tools to describe screens, list windows, and analyze images.