Discover Awesome MCP Servers

mcp-fts5-starter

Drop-in MCP server template with SQLite FTS5 search backend. ~300 lines, no vector DB, no embedding API, runs on a Pi.

ai-research-assistant-mcp

An MCP server that provides tools, resources, and prompts for reading, writing, and summarizing research notes stored in a local flat-file database.

Hello Widget Example

A minimal ChatGPT app demonstrating interactive greeting widgets with confetti animations and theme support, built as a template for creating MCP servers with custom UI components.

Guardrails MCP Server

Enables AI agents to integrate with Guardrails to check user values, make aligned decisions, and respect faith-based preferences. It provides tools for profile management, rule-based compatibility checks, and faith-aware scheduling.

Forecast Storage MCP Server

Enables storing and retrieving weather forecasts with text and audio in Google Cloud SQL PostgreSQL, supporting full internationalization, TTL-based caching, and automatic expiration management.

auseklis

Astrology MCP server that computes natal charts, transits, synastry, progressions, returns, eclipses, retrogrades, and moon phases from a real ephemeris, enabling AI agents to provide accurate astrological calculations without hallucination.

LNbits MCP Server

Enables AI assistants to manage Lightning wallets through LNbits, including balance checks, invoice creation, payments, and extension operations, all via natural language.

SSH MCP Server

Provides LLM clients with safe, persistent SSH access to remote machines through the Model Context Protocol. Maintains shell sessions that preserve environment state between commands, enabling multi-step workflows and interactive diagnostics on remote systems.

scifinder-route-mcp

MCP server for indexing and searching reaction-step-level synthesis routes from local SciFinder exports, designed for Docker/NAS deployment.

CrowdStrike Falcon MCP Server

Connects AI agents with the CrowdStrike Falcon platform to enable intelligent security analysis, providing programmatic access to detections, incidents, threat intelligence, vulnerabilities, and other security capabilities for advanced security operations and automation.

vmware-avi

VMware AVI Load Balancer (NSX Advanced Load Balancer) management plus AKO Kubernetes integration. 29 MCP tools across virtual services, pools, analytics, and AKO lifecycle, with double-confirmation gates and audit logging for destructive operations.

Yuque MCP Server

MCP server for Yuque (语雀) that exposes your knowledge base to AI assistants through the Model Context Protocol.

cutterMCP

针对 Cutter 的 MCP 服务器

mcp-auto-browser

使用 `--remote-debugging-port` 连接到您浏览器的 MCP 服务器

scribe-me

MCP server to scrape web pages to clean Markdown via headless Chromium, with support for single or batch URLs.

psychopy-mcp

An MCP server that enables Claude Code/Codex to directly control PsychoPy for designing, running, and analyzing psychology experiments with literature-calibrated paradigms.

social-intel-mcp

Provides AI agents with real-time social trends, cross-platform sentiment, viral content velocity, and brand mentions from Reddit, Hacker News, and Google Trends.

polymarket-mcp

Enables AI assistants to query Polymarket prediction markets and analyze market data through the MCP interface.

neil-mcp-server

mcp mysql

GameDevBench MCP

Enables LLM agents to capture screenshots and visualize runtime behavior within the Godot game engine for game development benchmarking. It utilizes AppleScript to provide display capture functionality for agents running on macOS.

MCP Todo List

MCP server that exposes a TODO list API to AI assistants, enabling natural language management of tasks with create, read, update, and delete operations.

GIMP MCP

Generates images from text descriptions using Stable Diffusion AI, integrated with VS Code through Model Context Protocol. Supports both AI-powered realistic images and quick PIL-based sketches, with batch processing and animated GIF creation capabilities.

beanie-mcp

An MCP server for querying Beancount ledgers using natural language, enabling financial analysis through Claude with tools for BQL queries and ledger validation.

Expo MCP Server

A Model Context Protocol server that provides development and debugging tools for Expo-based React Native applications, enabling developers to manage Expo servers, capture logs, and manipulate project files.

MCP Latin Tools Server

Provides Latin NLP tools for tokenization, lemmatization, POS tagging, reported speech detection, and LiLa Knowledge Base querying via MCP.

Nunchi Translator MCP

Analyzes ambiguous Korean chat messages by interpreting nuance, emotional tone, and context, and suggests appropriate replies for social situations like apology, refusal, or setting boundaries.

Supabase MCP

MCP server for Supabase, enabling database CRUD, storage management, auth administration, project management, edge functions, and secrets via 31 tools.

Ombre Brain

A long-term emotional memory system for Claude, enabling persistent, cross-conversation memory with emotional tagging using Russell's valence/arousal model and natural forgetting curves.

mcp-policy-guardian

A deterministic, network-free MCP server for validating repository release hygiene and version alignment in local projects. It enables automated repository health checks and generates standardized release checklists based on project state.

Zipcode Search MCP Server

Provides Japanese postal code to address lookup functionality that can be integrated with AI assistants and other MCP clients.