Discover Awesome MCP Servers

polish

Self-hosted design audit MCP server that reviews UI code against Nielsen's heuristics and an accessibility rubric, returning scores and fixable findings. It also enables verifying previously flagged issues against updated code.

Notion Multi Workspace

Connects any number of Notion workspaces through a single MCP server, exposing four tools for connecting, listing, searching, and fetching Notion content. Ensures constant tool surface regardless of workspace count, with OAuth-based security.

AgentMart MCP Server

Enables AI agents to browse, search, and purchase 74+ AI products and services across 7 categories, with free demos and Alipay payment integration.

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dataHill

Enables interactive data analysis using a real IPython kernel with session management, supporting CSV/Excel/JSON loading, code execution, and variable monitoring.

Review MCP Server

Enables Claude to perform thorough code reviews by integrating with Codex and Gemini CLIs to provide senior-level feedback on code quality, security, performance, and best practices. Supports reviewing code snippets, individual files, or entire directories with automatic detection of available review tools.

bitbucket-mcp

Enables LLMs to review Bitbucket pull requests with custom checklists and API token authentication.

Homebox MCP Server

MCP server for managing Homebox inventory via AI assistants, enabling item management, location organization, and label categorization.

Claude Code MCP - Agent Orchestration Platform

Orchestrates multiple Claude Code agents across iTerm2 sessions with process-level isolation, enabling collaborative AI development workflows on multiple codebases with task-based inter-agent communication and persistent state management.

opzyai

Local-first security check for AI coding agents — finds hardcoded secrets, exposed .env files, git-history leaks and vulnerable dependencies (OSV), entirely on your machine. Ask your agent "is this safe to ship?" and get a Launch Readiness score with a fix for every finding.

Procuradoria Geral do Estado SP: Certidão Negativa de Débitos Tributários

Enables querying the São Paulo State Attorney General's Office for tax clearance certificates (Certidão Negativa de Débitos Tributários) directly from official sources. Read-only tool that works with any MCP-compatible client.

konbu

MCP server for a self-hostable personal planner — exposes memo, todo, calendar event, and cross-resource full-text search tools so Claude, Cursor, or any MCP client can manage your schedule and notes in natural language.

python-mcp-server

Enables deterministic static analysis of Python code, providing tools to inspect classes, functions, imports, dependencies, and more, without executing the code.

OpenAPI Schema

一个 MCP 服务器，它向像 Claude 这样的 LLM 暴露 OpenAPI 模式信息。 该服务器允许 LLM 通过一组专门的工具来探索和理解大型 OpenAPI 模式，而无需将整个模式加载到上下文中。

Fannie Mae MCP

Enables querying Fannie Mae's public APIs, currently supporting loan limits retrieval for US counties and territories via OAuth2.

Tabular Document Retriever MCP

Transforms CSV and Excel data into Markdown-formatted vector embeddings stored in a local ChromaDB instance for semantic search. It enables MCP clients to retrieve relevant tabular data through single-row, batch, or free-text queries.

LATS MCP Server

Enables systematic code investigation using Monte Carlo Tree Search to explore codebases, analyze files, and provide intelligent insights. It features persistent memory and pattern learning for improved investigations.

cronometer-api-mcp

MCP server for Cronometer nutrition tracking using the mobile API. Enables food logging, nutrition data retrieval, diary management, and fasting tracking.

data-quality-loop

Enables autonomous data quality inspection and repair workflows. It scans DuckDB warehouses for anomalies, generates and verifies fixes in a dry-run copy, then applies them after validation, with full audit logging.

MCP MySQL Server

Enables full control database operations on MySQL through natural language commands. Supports querying, data manipulation, table management, backups, and system administration with comprehensive SQL execution capabilities.

spotify-direct-mcp

A FastMCP server that exposes Spotify's catalog and user context as tools for Claude, enabling track search, audio features, artist discography, recommendations, currently playing, and playlist creation.

universal-mcp-sdk

A cross-agent MCP server development kit that lets you build once and connect with multiple AI agents including Claude Code, Cursor, Mavis, and OpenAI via stdio or HTTP.

SongSage

SongSage is a Model Context Protocol (MCP) server that connects BirdNET-Analyzer-Sierra with Claude Desktop, enabling natural language interaction with bioacoustic data for wildlife monitoring and conservation research.

Bitso MCP Server

Enables access to Bitso cryptocurrency exchange data through comprehensive withdrawal and funding transaction tools. Features production-ready authentication, caching, and complete API integration for monitoring exchange activities.

Jenkins MCP Server

A production-ready MCP server for Jenkins that enables managing jobs, pipelines, builds, and nodes through natural language, with configurable security and guardrails.

sdap

MCP server for the Super Duper Admin Portal that enables AI agents to chat with LLMs, trigger admin actions, and make Okta API requests.

Coda MCP Server

Integrates Coda.io with Claude, enabling direct access to docs, pages, tables, and data via natural language commands.

MedEval MCP Server

Provides authenticated Streamable HTTP MCP access to a MedEval medical-device regulatory workspace, enabling project selection, evidence retrieval, section context, document revision management, and generation/evaluation task control.

Figma MCP Server by Bao To

Enables AI agents to extract design systems, analyze components, and maintain design-code consistency from Figma files, providing intelligent component analysis and accessibility compliance.

cults3d-mcp

Enables AI agents to upload 3D designs, track stats, manage listings, and monitor community engagement on Cults3D.