Discover Awesome MCP Servers

pytest-mcp-server

MCP server for debugging pytest failures, allowing users to register test failures, apply systematic debugging principles, and analyze failure patterns.

zhihu-mcp

Enables AI assistants to directly operate Zhihu, including login, publishing articles and videos, searching content, getting recommendations, and commenting.

human-delegation

An MCP server that enables agents to delegate asynchronous tasks to registered humans, with support for threaded conversation, result review, and delivery via web, email, or Telegram.

Nutrition By Api Ninjas MCP Server

Provides access to the Nutrition By Api Ninjas API to extract detailed nutritional information from natural language food queries. It enables users to retrieve data such as calories, vitamins, and macros from text descriptions of meals.

PocketBase MCP Server

Enables MCP-compatible applications to directly interact with PocketBase databases for collection management, record operations, schema generation, and data analysis.

Anaconda MCP

Exposes conda environment management tools to MCP-enabled AI coding assistants, enabling them to create, modify, and delete environments and packages on your machine.

legal-mcp

Enables US case law search, citation parsing, practice management via Clio, and federal court filings through PACER.

FLUX MCP Server

Exposes Replicate's FLUX image generation models to Claude, enabling text-to-image generation, image variations, inpainting, and edge-guided creation with 6 different FLUX models.

secretsminter

A self-hosted MCP server that mints, places, and rotates cloud secrets (e.g., Cloudflare, GitHub, Supabase) without exposing secret values to the agent, using a signed destination allow-list and self-maintaining rotation.

Gemini RAG MCP Server

Enables creation and querying of knowledge bases using Google's Gemini API File Search feature, allowing AI applications to upload documents and retrieve information through RAG (Retrieval-Augmented Generation).

dotdog

Enables AI agents to query and traverse spec genomes via MCP tools, providing structured access to entities, relationships, and graph data.

IndiaQuant MCP Server

Provides real-time Indian stock market analysis, including live price tracking, technical indicators, and options Greeks calculations for NSE/BSE securities. It also enables news-based sentiment analysis, market scanning for NIFTY 50 stocks, and virtual portfolio management.

Apple Health Shortcuts MCP

Enables AI to read-only access Apple Health data (current status, sleep, trends) via a Cloudflare-deployed MCP server, using iPhone shortcuts to sync data.

cron-mcp

Enables scheduling prompts with cron expressions and receiving webhook POSTs to callback URLs.

MCSManager MCP Server

Enables management of Minecraft servers through the MCSManager API. Supports executing server commands, checking player status, retrieving server information, and controlling game settings like weather.

MCP X++ Server

A Model Context Protocol server for Microsoft Dynamics 365 Finance & Operations development, enabling object creation, modification, deletion, and inspection through MCP clients. It integrates with VS2022 and provides specialized form creation and safe object deletion features.

Publer Gateway MCP

One safe MCP doorway into every Publer workspace you manage. It provides workspace-aware social scheduling tools with preview and explicit approval workflows for teams managing multiple brands or clients.

Claimify

Extracts verifiable, decontextualized factual claims from text using a research-based four-stage pipeline (sentence splitting, selection, disambiguation, and decomposition). Integrates with MCP clients to enable claim extraction and verification workflows.

AutoCAD Electrical MCP

MCP server and web dashboard for controlling AutoCAD Electrical 2027 via natural language, supporting MCC configurator and multiple AI backends like Claude, Ollama, or OpenAI-compatible models.

Memos MCP Server

A Model Context Protocol (MCP) server for Memos API with search, create, retrieve, and tag listing capabilities.

remote-mcp-server-authless

Deploy a stateless remote MCP server on Cloudflare Workers without authentication, enabling tool calls via MCP protocol.

mcp-http-proxy

An HTTP/SSE proxy server for Model Context Protocol (MCP) applications using stdio. Supports raw JSON-RPC commands via HTTP and implements direct stdio communication without an MCP SDK.

TokenSaver

MCP server that reduces token usage for AI coding agents by providing structural code outlines and minification for .NET projects.

canopy-mcp

MCP server for the Get Canopy WordPress site, giving AI agents context over ACF blocks, content, Yoast SEO, menus, HubSpot tooling, and the running change journal.

gpkg-mcp

A knowledge graph MCP server for Moleculer and Go microservice projects that scans codebases, extracts service metadata, seeds Neo4j, and exposes tools for LLM clients to query and understand service architecture.

cg-agent-kit

Enables AI agents to design hardware by writing C-like HDL and compiling it to Verilog, with real toolchain verification including synthesis checks.

Ultimate-MCP-Server

Provides a suite of tools like agent orchestration and token optimization for Claude

weather-mcp-server

A minimal MCP server that provides weather data using Open-Meteo API, designed as a teaching tool for improving AI agent tool interfaces.

mcp-security-compliance

Integrates authoritative security compliance frameworks (ISO 27001, NIST 800-53, OWASP ASVS, NIST SSDF) into AI-assisted development, offering control lookups, cross-framework mappings, build-time guardrails, and automated audit evidence generation.

Gold Standard Apology MCP

Provides guidelines for writing proper apologies based on the situation, relationship, and severity. Returns structured prompts that help LLMs generate sincere and appropriate apology letters in Korean.