Discover Awesome MCP Servers

HubSpot Extended MCP Server

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

readhn

MCP server for Hacker News that lets AI agents discover ranked stories, find domain experts, and get explainable quality signals for every result.

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.

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.

RepoLens MCP

Transforms local Git repositories into queryable, context-rich knowledge bases via AST-aware chunking and Git metadata, enabling AI assistants to search and understand codebases with semantic precision.

JJ Planner MCP Server

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

Nanonets MCP Server

Converts images, PDFs, Word documents, and Excel spreadsheets to structured markdown using Nanonets OCR, with support for tables, LaTeX equations, and complex layouts.

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.

mcp-chart-forge

A professional chart generation MCP server for Claude Code. Drop a charts-theme.json into any project and Claude can generate beautiful, on-brand charts output as slide-ready PNG and SVG files — fully local, no API keys required.

Garmin Workouts MCP

Enables creation of Garmin Connect workouts using natural language descriptions. Supports multi-sport workouts with heart rate zones and automatic sync to Garmin devices.

A1 Yandex KIT MCP

MCP server for the Yandex KIT e-commerce API, built with the official Model Context Protocol SDK. It exposes 61 tools over stdio to manage catalog, orders, discounts, and webhooks.

AgentPay x402 — Crypto Data Tools for AI Agents

AgentPay — x402 crypto data gateway on Stellar. 10 live pay-per-call tools: token prices, whale activity, gas tracker, DeFi TVL, Fear & Greed, Dune queries, token security. Agents pay USDC on Stellar. No API keys. Budget-aware sessions.

Recursive Thinking MCP Server

Enables AI agents to achieve production-ready solutions through iterative refinement and recursive thinking processes. It features token optimization via context compression and session-based tracking to improve problem-solving depth while minimizing cost.

mcp-mssql-secure

A Model Context Protocol server for Microsoft SQL Server and Azure SQL Database with permission-based access modes (read-only, DML, full) and security features like SQL classification and connection locking.

MCP Technopark Job Search

Enables AI assistants to search and retrieve real-time job listings from the Technopark job portal using Puppeteer web scraping. Users can search by role or keyword to obtain job details including company name, closing date, and posted date.

code-quality-mcp

Hybrid code quality analysis server combining fast logic-based checks with AI-powered deep analysis, offering tools for summaries, quick wins, and trend tracking.

reporelay

Self-hosted MCP server for indexing and searching code repositories via hybrid search and deep code understanding.

Doctah-MCP

Enables AI assistants to search and access Arknights game data including operator information, enemy intelligence, skills, talents, and attributes through PRTS.wiki integration. Provides fuzzy search functionality for operators and enemies with clean Markdown output.

mystreet

MCP oracle of reputation for ia agent

proxy-mcp

Universal MCP proxy server that discovers, searches, and executes tools across all configured MCP servers from a single entry point.

MedData MCP Server

Enables conversational drug and supplement lookup, detailed profiles, and interaction checking via the MedData API.

Quiz Generator AI MCP

Quiz Generator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

tex-browse-use

TEX is an MCP server that enables Claude Code to perform browser tasks using plain language, driving a real browser to interact with web applications that lack APIs.

Swift Test MCP Server

Enables running Swift package tests through the swift test command in specified directories. Provides a secure way for MCP clients to execute Swift tests without requiring full shell access.

mcp-bitbucket

Access all major Bitbucket Cloud features—repositories, pull requests, issues, branches, pipelines, deployments, and more—using a modern Rust codebase. Expose Bitbucket as Model Context Protocol (MCP) tools, ideal for bots, CI/CD, and workflow automation.

Medusa Slack Gate

Human-in-the-loop approval gate for MCP agents, classifying tool calls by risk and requiring Slack-based human approval for medium/high risk actions.

BlenderMCP

Connects Claude AI to Blender through the Model Context Protocol, enabling AI-assisted 3D modeling, scene creation, material control, and object manipulation. Supports integration with Poly Haven assets and Hyper3D for AI-generated models.

Quack MCP Server

An intelligent continuous integration server that provides automated Python code analysis, linting, and static type checking through the Model Context Protocol. It enables AI assistants to perform quality assessments and run tests using tools like pylint, mypy, and pytest.

uk-he-data-mcp

MCP server to query UK higher-education open data including National Student Survey results, student outcomes, and graduate earnings. Data is downloaded locally from official sources and compared against benchmarks.

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.