Discover Awesome MCP Servers

MCP Demo Server

Provides calculator, text analysis, and file reading tools through two different implementations - a FastAPI version for learning MCP concepts and an official SDK version for production use with Claude Desktop integration.

Debug-MCP

Enables AI assistants to perform interactive Python debugging with breakpoints, step execution, and variable inspection using the Debug Adapter Protocol (DAP) through an MCP server interface.

GitLab MCP Server

Enables AI assistants to interact with GitLab repositories, manage branches, create merge requests, and perform file operations through natural language.

commerce-mcp-server

Enables e-commerce operations such as product search, price updates, and order notes via MCP tools, with secure credential handling.

Market Price Finder

Enables querying and comparing product prices across different marketplaces with real-time updates. Deployable on Cloudflare Workers with tools for searching products, comparing prices, and retrieving price history.

context7-mcp

Context7 MCP is a service that provides developers with the latest code documentation and examples. By integrating into the development environment, it ensures that the code generated by LLMS is based on the latest library documentation.

JJ Planner MCP Server

Enables AI agents to manage projects, tasks, and schedules in JJ Planner through CRUD operations.

openapi-to-mcp

Auto-generates MCP tools from your OpenAPI spec, allowing natural language interaction with any API via configurable headers and serverless deployment.

MCP JSONDiff Kel

An efficient MCP server for performing accurate, deep comparisons between JSON objects or strings using the deepdiff engine. It provides AI agents with standardized difference reports, supporting nested structures and various input formats to ensure precise data analysis.

MCP Finnhub Server

Provides comprehensive financial market data and news through the Finnhub API. Enables real-time stock quotes, company profiles, financial metrics, analyst recommendations, and market news access.

NearIQ MCP Server

Connects NearIQ competitive intelligence to AI tools like Claude Desktop, Claude Code, Cursor, and Windsurf, enabling queries about competitors, reviews, rank tracking, and more.

eesti.ai events MCP server

A read-only MCP server that exposes Estonian eesti.ai events (workshops and meetups) via search, upcoming, and single event tools, wrapping the vportal.ee search API.

HubSpot Extended MCP Server

A standalone MCP server that extends HubSpot functionality for post-call processing and pre-call preparation workflows.

Slack MCP Server

An MCP server that enables AI agents to search and retrieve messages within a Slack workspace using the Slack Web API. It supports specific channel filtering and includes built-in rate limit handling for efficient message discovery.

gsd-mcp-server

MCP server for the GSD (Get Shit Done) lifecycle framework. Exposes GSD project state, phases, milestones, and commands as MCP tools and resources.

Markdown RAG Documentation

Enables semantic search over local Markdown documentation using hybrid retrieval combining embeddings, keyword search, and graph traversal with automatic file watching and zero-configuration setup.

depwire

Code dependency graph and AI context engine. 10 MCP tools that give Claude, Cursor, and any MCP client full codebase context — impact analysis, dependency tracing, architecture summaries, and interactive arc diagram visualization. Supports TypeScript, JavaScript, Python, and Go.

intake_triage_mcp

A deterministic MCP server for legal intake triage that provides practice-area lookup, conflict screening, matter validation, follow-up drafting, and triage logging with a hard conflicts gate.

PocketFlow MCP Server

Brings the PocketFlow tutorial generation methodology to AI assistants, automatically creating comprehensive, beginner-friendly tutorials from any GitHub repository through advanced codebase analysis.

Orchestration MCP

A TypeScript MCP server for launching, tracking, and managing external coding-agent runs across local and remote backends like Codex and Claude Code. It allows top-level agents to orchestrate subagents through tools for spawning tasks, polling events, and handling interactive sessions.

recall-mcp

Persistent memory MCP server for AI coding agents. Stores, searches, and retrieves context across sessions using SQLite and FTS5.

Weather Forecast MCP Server

Provides weather forecast data for any location using the Open-Meteo API, returning temperature, precipitation, cloud cover, humidity, and wind speed for specified date ranges.

Crypto Exchange SDK Documentation MCP

Offline documentation and API method queries for multiple cryptocurrency exchanges including Gate.io, Bybit, Binance, Bitget, OKX, and OKX DEX.

blockbeats-mcp

A crypto data gateway for AI assistants, providing real-time newsflashes, articles, on-chain metrics, ETF flows, stablecoin data, macro indicators, and derivatives market data via the BlockBeats Pro API.

presonus-studiolive-mcp

Connects AI coding agents to PreSonus StudioLive III mixers over the local network, exposing live mixer context such as channel names, mute/solo/fader state, Fat Channel compressor/EQ models, and meter activity as MCP resources and tools for reading and reasoning about live sound engineering.

Doktor MCP Server

Enables AI assistants to search the doktor.mx directory for over 56,000 verified doctors and medical specialists across Mexico. It provides tools for verifying professional licenses, finding specialists by symptoms or conditions, and checking medical insurance compatibility.

MCP Debat

Orchestrates sequential debates between multiple AI models across four phases (constructive, challenge, closing, synthesis) with host intervention and anti-sycophancy enforcement.

postiz-mcp

Enables interaction with Postiz for social media scheduling, content management, and analytics through MCP-compatible clients, with write and delete operations gated by environment variables.

KnowledgeSmith MCP

Enables efficient editing of RBT documents with structured operations that read and modify specific sections or blocks. Reduces LLM token consumption by 80-95% compared to full file operations through smart caching and partial document access.