Discover Awesome MCP Servers

mcp-rpcs1

prevents llm from overload, freeze and oscillation

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.

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.

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.

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.

Notion MCP Server

Un servidor MCP para Notion.

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.

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.

Pocket Connector

🔗 Servidor del Protocolo de Contexto del Modelo (MCP) para recuperar artículos guardados de la API de Pocket y cargarlos en Claude.

JustFill PDF Forms

Fill any PDF form with AI agents — ML field detection on scans, visual review loop, reusable templates, and native AcroForm fill via justfill.app.

tsheets-mcp

Exposes the full public TSheets REST API v1 as MCP tools, enabling time tracking, scheduling, and PTO management operations via natural language.

absec-mcp

Enables security review of code diffs and files in Cursor/VS Code using local rule-based analysis with the same rule IDs as CI, no cloud required.

Qwen3 MCP Server

A complete MCP server that gives LM Studio's Qwen3 (or any local LLM) full coding agent capabilities including 80+ tools for file operations, command execution, git, web search, memory, planning, and a full skills system.

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.

Motion MCP Server

Connects Claude.ai to your Motion workspace, enabling task and project management via natural language.

@alexandrebouchez/batch-mcp

MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enabling agents to manage profiles, send push notifications, orchestrate campaigns, and handle data exports through typed tools.

GateCheck

A remote MCP server that verifies paid x402 and MCP tools for discoverability, inspectability, and claim-bound correctness, enabling pre-submission readiness checks for agent-tool sellers.

Agent-MQ

agent-mq is a message queue that enables AI coding agents to communicate with each other across sessions and machines. Agents can send messages, delegate tasks, and coordinate work — all through MCP tools. Supports Claude Code, Cursor, Codex, OpenClaw, and any MCP-compatible tool. UUID-based authentication with per-user data isolation. Self-hostable with Docker.

AppCan Helper MCP Server

Enables users to search and access AppCan mobile development platform documentation with intelligent fuzzy search, caching, and content retrieval. Provides comprehensive access to AppCan's API documentation, development guides, and tutorials through natural language queries.

Protein Design MCP Server

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

mongo-mcp

Enables CRUD operations on MongoDB databases and collections, including listing databases and collections, via MCP tools.

Aurey Wallet MCP

Self-hosted MCP server enabling AI agents to manage EVM wallets, check balances, swap tokens, and securely execute transactions via 1Claw Intents without exposing private keys.

codeprint

An MCP server that indexes your git history and serves your personal coding style back to Claude as style rules, exemplars, and refinement patterns for style-conditioned code generation.

Metasploit MCP Server

Provides a bridge between large language models and the Metasploit Framework, enabling AI assistants to access and control penetration testing functionality through natural language.