Discover Awesome MCP Servers

micro-app-mcp

Provides semantic search and knowledge base management for the micro-app micro-frontend framework by ingesting its source code and documentation.

unit-converter

Enables AI agents to convert between measurement units across length, weight, temperature, volume, speed, and data storage, with formulas included. Supports pay-per-call access via x402 micropayments without API keys or signup.

Qlik MCP Server

Connects AI assistants like Claude to Qlik Cloud and Qlik Sense Enterprise environments, enabling natural language interactions for analytics, app management, reloads, user administration, and data governance across 34 tools.

ai-cad-workbench

MCP server for AI-driven CAD operations, enabling parametric modeling, build, inspection, measurement, rendering, and diff comparison with STEP, DXF, and GLB export.

design-doc-generator-mcp

Turns Claude Code session work into professional design docs with a slash command, no copy-pasting or signup needed.

ExecuFunction MCP Server

Enables AI assistants to interact with ExecuFunction's project management, knowledge base, code indexing, and calendar tools via MCP, allowing natural language management of tasks, notes, and code.

MCP-CMake

A Gradio-based MCP server for comprehensive CMake project management that enables configuring, building, and testing CMake projects with preset support, error analysis, and LLM-friendly output formatting. Provides both web UI and MCP protocol access for streamlined C++ development workflows.

Agent Community MCP

Enables stdio-only MCP clients to connect to Agent Community's hosted Streamable HTTP MCP server for accessing hosted agents and tools.

resp-mcp

SERP-free scholarly search MCP server that queries academic sources like arXiv, Semantic Scholar, and conference proceedings using official APIs and reverse-engineered endpoints, with no API keys required. It supports unified conference search and returns normalized paper metadata.

Atelier B MCP Server

Connects Claude AI to Atelier B formal methods IDE, enabling typechecking, proof generation, automatic proving, and C code generation for B projects.

mcp_ocr

Modular OCR MCP server supporting Apple Vision, PaddleOCR, and PaddleOCR-VL backends. Enables text, layout, table, formula, and chart extraction from images via natural language.

@yawlabs/npmjs-mcp

Enables npm registry operations from MCP clients like Claude Code and Cursor, with 64 tools for package intelligence, security audits, dependency analysis, org/team management, and write operations like deprecate and unpublish.

shopify-admin-mcp

Production-grade MCP server for the Shopify Admin GraphQL API, exposing typed tools for AI agents to manage products, orders, customers, and more.

gnt MCP Server

Enables AI agents to query live, human-approved rules before taking actions, ensuring compliance and reducing errors.

model-gateway

MCP server for discovering and cataloging generative AI models, enabling agents to search by modality, view pricing/terms, and manage contracts with providers via Beckn-aligned APIs.

mcp_example

A minimal MCP server over Streamable HTTP demonstrating the MCP protocol with tools for health checks, echo, and text reversal.

claude-codex-bridge

Bridges Claude Code and Codex TUI in real time, allowing them to share the same thread and send messages back and forth.

IX-API MCP Server

An auto-generated Multi-Agent Conversation Protocol Server that enables interaction with the IX-API (Internet Exchange API) through natural language, allowing for management of interconnection services in data centers.

beatport-scraper

Enables extracting metadata from Beatport track URLs, including preview audio, cover art, and track info, via an MCP server integrated with Claude Desktop.

wps-skills

MCP server enabling AI assistants to control WPS Office (Excel, Word, PPT) through natural language.

Glossary MCP Server

Enables semantic search and exploration of a business glossary knowledge graph, allowing users to query terms, expand related concepts, trace dependencies, and resolve physical table mappings.

github-mcp-lite

A lightweight MCP server for GitHub with nine essential tools for reading files, managing pull requests, and creating issues, using personal access token authentication.

comparebasket

MCP server that compares grocery basket prices across Blinkit, Zepto, BigBasket, and Amazon Now in real time, identifying the cheapest platform for the entire basket.

Aluvia

The Aluvia MCP server exposes browser session management, geo-targeting, and account operations as Model Context Protocol tools for AI agents.

Bellows

Manages a local fleet of llama.cpp GGUF models, enabling AI agents to discover, start, stop, test, and query evaluation results for llama-server processes.

apitype

Enables AI assistants to generate TypeScript types, Zod schemas, TypeBox, and JSON Schema from any API endpoint or JSON.

Vizier Yu-Gi-Oh! MCP

MCP server for Yu-Gi-Oh! card data, providing cards, prices, banlists, rules, rulings, relations, and deck tools via a local SQLite database with semantic search.

ChatGPT GitHub MCP App

This MCP server bridges ChatGPT to GitHub, letting you use natural language to read repositories, modify code, create branches, and open pull requests while enforcing security policies like repository whitelists and branch protection.

reddit-mcp

Enables fetching and reading Reddit content such as posts, comments, and subreddit listings via the MCP protocol.

SkillFlow MCP Server

Connects AI coding agents to the SkillFlow marketplace to search, discover, and retrieve detailed information about agent skills. It enables users to browse trending skills, categories, and publisher data directly through MCP-compatible environments.