Discover Awesome MCP Servers

Watson Discovery MCP Server

Enables AI assistants to interact with Watson Discovery, listing projects and collections, and executing natural language queries.

craftsman-map

Compiles codebases into a layered knowledge graph, providing an MCP server with 16 tools for AI to navigate, understand, and analyze code before making changes.

JSON Logs MCP Server

JSON Logs MCP Server

Hindsight

Env-conditioned stack-trace retrieval for agent debugging over MCP, enabling search for known fixes, contribution of new solutions, and feedback-driven ranking.

Python MCP Server Template

A template repository for creating custom Model Context Protocol (MCP) servers in Python that can be integrated with applications like Claude Desktop or Cursor.

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.

cdp-tools-mcp

Enables AI agents to debug code and automate browsers using Chrome DevTools Protocol, supporting breakpoints, variable inspection, and replayable interaction recording.

Critic-MCP

A ruthless, read-only code review MCP server that analyzes code produced by AI coding assistants, catching missing requirements, security vulnerabilities, edge cases, and performance issues without ever modifying files.

MergeLoop

A host-agnostic model council that routes tasks across multiple AI workers (MCP, CLI, API) and returns one unified answer.

disease-detection-mcp-server

Enables plant disease detection through an MCP server powered by AI models, supporting deployment on Railway or local Claude Desktop.

mcp-bcb-br

Banco Central do Brasil MCP server that enables querying Brazilian central bank economic indicators via SGS codes.

Lunar Calendar MCP Server

Provides traditional Chinese lunar calendar information including auspicious date checking, BaZi (八字) Four Pillars analysis, festival data, moon phases, zodiac compatibility, and calendar conversions based on Chinese cultural traditions.

Bitburner MCP Server

A bridge for the Bitburner Remote API that enables AI models to interact with the game through file management and remote method tools. It supports stdio and HTTP transports, featuring a local dashboard for monitoring connection status and events.

cloudradial-mcp

Exposes the CloudRadial REST API (client portal / PSA-adjacent MSP platform) as MCP tools, enabling operations on companies, articles, feedback, archives, flexible assets, and more via 34 tools with HTTP Basic Auth.

@yocoolab/mcp-server

Exposes Yocoolab design feedback threads, selections, and activity events as tools for AI coding assistants like Claude Code.

Weather MCP Server

Enables users to get weather forecasts and alerts for any US city and state through natural language queries using the National Weather Service API.

Hermes

Hermes is a boilerplate for building agent-ready tools with a shared TypeScript core, enabling a single operation to be used as a CLI command, local MCP tool, remote MCP server, and Skill instructions. It currently demonstrates sending Telegram messages.

HyperSpace

混合推理 MCP 服务器，在本地 AI Agent 和大模型之间智能路由，优先使用 DeepSeek Web 和智谱 GLM 实现零成本调用。

remote-mcp

A minimal MCP server exposed over HTTP with bearer token authentication, providing echo and get_server_time tools to demonstrate transport and auth mechanics.

Qontinui Web MCP Server

Enables AI assistants to create and manage visual automation configurations, workflows, and UI states through the Qontinui API. It supports project management, workflow execution, and configuration handling for automated web interactions.

Trademarks MCP Server

MCP server for Оценка сходства носит справочный характер и не является гарантией регистрации или отказа. Инструмент не заменяет патентного поверенного.

GitLab MCP Server

Connects AI assistants to GitLab projects, enabling users to query merge requests, review discussions, view test results and pipelines, search by branch, and respond to comments through natural language commands.

Agent Cost MCP

Local Cost Guard and runtime guardrails for AI agents in Claude Code.

comet-mcp

An MCP server that connects Claude to Perplexity Comet for agentic web browsing and deep research via an isolated browser instance. It enables Claude to delegate complex navigation, login flows, and real-time task monitoring to Perplexity's specialized research intelligence.

ScottOS MCP Calendar Server

Enables ChatGPT to interact with Google Calendar through a remote MCP server. Provides tools to list, create, update, and delete calendar events with OAuth authentication.

Vertex AI MCP Server

Implementation of Model Context Protocol (MCP) server that provides tools for accessing Google Cloud's Vertex AI Gemini models, supporting features like web search grounding and direct knowledge answering for coding assistance and general queries.

Job Agent

An AI-powered job search and application assistant that enables multi-source job hunting, OpenAI matching, cover letter generation, and hybrid application automation via Playwright, Chrome CDP, screen OCR, and manual assist.

@theyahia/1c-rest-mcp

MCP-сервер для REST API 1С:Предприятие через OData 3.0 -- справочники, документы, регистры, отчёты.

Nuxt MCP Server on Vercel

A simple Nuxt application that serves as a Model Context Protocol server deployable on Vercel, allowing developers to implement AI tools, prompts, and resources through the MCP TypeScript SDK.

OurFamilyWizard MCP

A Model Context Protocol server that connects Claude to OurFamilyWizard, giving you natural-language access to your co-parenting messages, calendar, expenses, and journal.