Discover Awesome MCP Servers

gedcom-mcp

Enables AI assistants to load and query local GEDCOM genealogy files, supporting search, browsing, and family tree traversal.

Frontispice

MCP server for local-first agent handoff: enables AI sessions to publish curated context, list/read updates, route handoffs to specialists, and advance per-consumer cursors, with SQLite persistence and no shell or network access.

Falling Tree Risk MCP Server

Provides falling tree risk intelligence for any US property address.

MCPfinder

AI-first MCP server discovery tool that enables agents to search, inspect, and install MCP servers from multiple registries.

sec-edgar-lmstudio

Enables AI assistants in LM Studio to access SEC EDGAR company filings, financial statements, and insider trading data via a plugin that wraps the sec-edgar-mcp server.

gdocs-comments-mcp

Enables AI agents to add precise, range-anchored comments to Google Docs by bridging the Model Context Protocol with browser automation.

Whisper CLI MCP Server

An MCP server that provides shell command execution and OpenAI Whisper transcription capabilities for audio files.

MCP Documentation Server

Generates technical documentation and diagrams (C4, UML, flowcharts, Gantt, etc.) using MCP protocol, with Docker-based tooling and optional AI image generation via DALL-E 3.

k8s-readonly-mcp

A read-only MCP server for inspecting Kubernetes clusters, allowing LLMs to list resources, describe pods, and read logs without mutation.

Stoxly

Free stock & ETF fundamental analysis: 10-criteria scoring with a clear verdict and key metrics for any ticker. Two tools (analyze_stock, analyze_etf), no auth, no API keys.

M365 Calendar MCP Server

Enables AI assistants to manage Microsoft 365 and Outlook calendars through the Microsoft Graph API. It supports comprehensive event operations including listing, creating, and updating meetings, as well as finding available slots across multiple attendees.

AI-Powered SIM Card Recommendation MCP Tool

Enables users to find and get recommendations for Chinese SIM card plans through natural language queries. Uses AI to understand user needs and automatically queries the 172 SIM card platform API to recommend the most suitable plans based on requirements like data allowance and monthly cost.

AgentRank

Google PageRank for AI agents — live search across 25,000+ scored MCP servers and tools. AgentRank gives your AI a live, ranked index of 25,000+ MCP servers and agent tools, scored daily from real GitHub signals (stars, freshness, issue health, contributors, dependents). Your AI's training data is months old — it can't tell you if a tool was abandoned last week or that something better shipped y

Reddit MCP Server

Enables interaction with Reddit through a comprehensive API interface supporting both read-only operations (browsing posts, comments, user profiles) and authenticated actions (posting, commenting, voting) via OAuth2 authentication.

Local Browser MCP

A headless, agent-controllable real browser as an MCP server that enables AI agents to navigate, click, fill, eval JavaScript, and take screenshots on localhost and allowed hosts, with no GUI required.

rag_mcp

Enables retrieval-augmented generation by allowing LLMs to search documents in a local folder using vector similarity, supporting multiple file formats.

Hedera MCP Server

Provides tools for AI assistants to interact with the Hedera blockchain, enabling account management, consensus messaging, and HBAR transfers. Supports testnet, mainnet, and previewnet.

leanvox-mcp

Enables text-to-speech generation, voice cloning, dialogue creation, and other TTS operations through natural language in MCP-compatible AI assistants.

Game Services MCP Server

An MCP server that enables interaction with Google Cloud Game Services API, allowing users to manage game server deployments, realms, and configurations through natural language.

M5 Petit Notes

A note-taking MCP server for Claude-based agents that provides persistent markdown files for easily referable notes, supporting create, read, update, append, and delete operations.

Qdrant MCP Server

Enables semantic search and document management using a local Qdrant vector database with OpenAI embeddings. Supports natural language queries, metadata filtering, and collection management for AI-powered document retrieval.

AutoHotkey v2 MCP Server

Enables AI assistants to write, validate, debug, and execute AutoHotkey v2 scripts on Windows, with tools for syntax checking, script execution, active window inspection, library search, and live debugging via DBGp protocol.

Error Collector MCP

An open-source MCP server that collects errors from browser console and terminal, then uses OpenRouter's free AI models to generate summaries for AI agents.

mcp-bitbucket

Enables AI systems to securely interact with self-hosted Bitbucket repositories, pull requests, projects, and code through the Model Context Protocol.

xk6-mcp

Okay, here's the translation of "Test MCP servers with k6" into Indonesian: **Uji server MCP dengan k6** This is a direct and accurate translation.

hiberden-mcp

Read-only access to a local Hiberden backup catalog: list projects, archives, tapes, and jobs, check 3-2-1 coverage, and verify a stored copy by reading it back and re-hashing it. Runs against the catalog on your own machine, so nothing leaves it.

stock-analyst-mcp

MCP server for Indian stock market analysis that provides fundamentals, technicals, DCF valuation, peer comparison, revenue forecasts, and news. It enables natural language interaction with stock data, including full analysis, comparisons, and raw financial data.

MCP-Pay

Enables AI agents to discover and pay for MCP tools on a sub-cent, pay-per-call basis using x402 and Algorand USDC settlements.

Unity MCP Server

A Unity Editor plugin that exposes Unity Editor capabilities to external AI agents via the Model Context Protocol. It enables AI agents to interact with Unity through tools for debugging, scene inspection, project management, and build operations.

Jokes MCP Server

An MCP server that enables Microsoft Copilot Studio to retrieve random jokes from various online sources including Chuck Norris jokes, Dad jokes, and Yo Mama jokes.