Discover Awesome MCP Servers

ai-backend-performance-mcp

Enables AI agents to perform read-only static analysis of Node.js backend projects, detecting database query anti-patterns, async bottlenecks, connection pooling mistakes, and dependency hygiene issues while returning structured evidence-backed findings.

rhizome-mcp

rhizome-mcp is a local-first MCP server for task tracking and coordination of autonomous AI coding agents, providing crash-safe issue claiming, durable project memory, and dependency graphs using SQLite. It enables agents from different MCP-compatible clients to share a consistent view of project work with no accounts, Docker, or network dependency.

lobex-mcp

MCP server that connects AI agents to the Lobex agent-to-agent marketplace, enabling registration, discovery, and transactions via a hosted remote endpoint or a local stdio server.

Protein Design MCP Server

Enables LLM agents to design proteins, predict structures, score interfaces, and run molecular dynamics simulations through a unified interface.

DataFrame Analyst MCP

Enables analysis of datasets from CSV/Excel files, Google Sheets, and Google Drive with comprehensive data profiling tools including schema inference, missing value reports, correlation analysis, and outlier detection. Supports exporting analytical reports in multiple formats to local storage or Google Drive.

Mimir

A self-evolving engineering playbook system that provides AI assistants with structured access to development methodologies, workflows, and best practices. Enables generation of work plans, progress tracking, and continuous process improvement through AI-proposed playbook updates.

mise-en-space

An MCP server that enables LLMs to search, fetch, and act on Google Workspace (Drive, Gmail, Docs, Sheets, etc.) with rich, one-call results and file deposits to disk, reducing context usage.

fldigi-mcp

Enables MCP clients like Claude Desktop to control the fldigi amateur radio digital modem application, including modem, rig, log, and transmit functions, with a callsign-based transmit safety gate.

LLMarr

An MCP server that replicates Sonarr/Radarr/Lidarr functionality driven by an LLM, enabling automated torrent management for TV shows and movies.

Bluesky MCP Server

A Model Context Protocol server that connects to Bluesky and provides natural language tools to interact with the ATProtocol, enabling feed fetching, post management, search, and profile analysis.

Anki MCP Data Bridge

Provides comprehensive CRUD access to Anki flashcard data via MCP, enabling Claude to analyze decks, manage cards, create and update flashcards, organize tags, and perform advanced spaced repetition analysis through 18 data management tools.

mcp-postgres-analytics

Read-only PostgreSQL analytics MCP server — query plans, slow queries, index usage, table bloat, vacuum status. No DDL/DML/writes. Curated by Archimedes Market with a verified Trust Report.

carechronicle-mcp

Enables LLMs to interact with clinical patient records using tools for document ingestion, structured conversion, patient profiling, record listing, search, and secure Q&A over patient documentation.

mcp-rpcs1

prevents llm from overload, freeze and oscillation

Atlas MCP Server

Provides an enterprise-grade AI-powered pipeline with 33 professional tools for code analysis, migration, testing, and more, integrated with modern IDEs like Cursor and VS Code.

Agentic Developer MCP

An MCP server that wraps OpenAI's Codex CLI to automate repository cloning and code analysis tasks. It enables users to execute complex coding requests on specific Git branches and subfolders using standardized MCP tools.

SupaMCPBuilder

A runtime-configurable MCP server for Supabase databases that enables dynamic tool creation through JSON configuration. Build custom database operations (select, insert, update, delete) without writing code, with built-in authentication and template support.

Notion MCP Server

Notion 用の MCP サーバー

superclean-mcp

MCP server that wraps Daniel M Karlsson's SuperClean SC pattern engine, enabling control of Pdefs, tempo, and hushing via Claude Code through an OSC bridge.

Revolut Business MCP

Read-only Model Context Protocol (MCP) server exposing Revolut Business transaction data to MCP clients over stdio.

memo

MCP server for local, offline-capable library documentation. It resolves library IDs and retrieves up-to-date docs via hybrid search from a persistent SQLite cache.

MolMIM MCP Server

Enables molecular generation, optimization, and analysis through NVIDIA MolMIM API. Supports generating drug-like molecules with desired properties, extracting molecular embeddings, and exploring chemical space around seed molecules.

Apple Reminders MCP Server

Enables native integration with Apple Reminders on macOS, allowing you to create, list, complete, and manage reminders through natural language.

Remote MCP Server Authless

A deployable MCP server on Cloudflare Workers that allows you to create and expose custom AI tools without requiring authentication.

Realtime Exchange Rate MCP Server

Provides real-time foreign-exchange rates, historical data, and multi-currency lookups to MCP-compatible AI coding assistants like Claude Code and Cursor.

mcp-daktela

Read-only MCP server for the Daktela contact center REST API, providing 40 tools to access tickets, calls, emails, chats, contacts, CRM records, campaigns, and real-time agent status.

AMiner MCP Server

Enables academic paper search and analysis through the AMiner API. Supports keyword, author, and venue-based searches with advanced filtering and citation data for research assistance.

TuringMind MCP Server

Enables Claude to authenticate with TuringMind cloud, upload code review results, fetch repository context and memory, and submit feedback on identified issues through type-safe tools.

whm-mcp-server

Enables AI assistants to manage WHM hosting accounts and server administration tasks including account management, server stats, updates, SSL, backups, and email through a secure API.