Discover Awesome MCP Servers

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.

Schema Sentinel

A read-only MCP server for PostgreSQL schemas and their git history, enabling AI agents to inspect schema details, migrations, ERDs, missing indexes, circular foreign keys, and churn without write access.

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.

DebtStack.ai MCP Server

Provides AI agents with real-time access to corporate credit data, including debt structures, bond pricing, and guarantor chains extracted from SEC filings. It enables complex financial analysis such as screening companies by leverage, tracing corporate hierarchies, and searching covenant language.

Figma to React MCP

Automates the conversion of Figma designs into TypeScript React components and integrates with GitHub to create pull requests for the generated code. It includes visual regression testing with Playwright and accessibility validation to ensure implementations match the original designs.

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.

FilingsMCP

MCP server that fetches Bombay Stock Exchange filings, converts PDFs into clean Markdown, and exposes search/read tools for AI agents to analyze financial documents.

AI Work Market (AWM)

Settlement rails for AI labor — USDC escrow on Base Mainnet, 1% protocol fee, designed for autonomous agents. 10 MCP tools covering the full escrow lifecycle: * Quoting calldata for create-intent, submit-proof, release-funds (broadcast gated) * Single-call x402 payment binding (replaces the 5-step x402 dance with one HMAC-signed POST) * Server-side reputation from on-chain event scan * Li

MCP Documentation Crawler

This server crawls documentation sites and provides search and page-retrieval tools through MCP, enabling users to query indexed documentation content.

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.

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.

MuJoCo MCP Server

Exposes MuJoCo physics simulation to AI assistants via 65 MCP tools, enabling natural language control of robotics simulation, trajectory optimization, contact analysis, and video export.

Discord MCP Server

Provides comprehensive administrative control over Discord communities through 128 operations covering moderation, messaging, and channel management. It enables AI assistants to manage server roles, events, and automations via the Model Context Protocol.

gedcom-mcp

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

mapsi-mcp

Geospatial API tools for AI agents — geocoding, reverse geocoding, routing, isochrone, distance matrix, static maps, H3 hexagons, elevation, GPS map-matching, point-in-polygon, address normalisation, timezone lookup, and batch geocoding. Built on OpenStreetMap infrastructure. Cost-effective alternative to Google Maps API.

Hiito MCP Server

Enables AI assistants to query nearby parties, retrieve party details, and generate WeChat mini-program share links for the '螺母车尾派对' app.

mcp_oi_assistant

A secure MCP server for competitive programming that compiles, runs, and tests C++ code with safety features like directory isolation and resource limits.

MCP Obsidian

Enables semantic search across Obsidian vaults using vector embeddings and ChromaDB. Supports multiple vaults with real-time indexing and provides both MCP server and CLI interfaces for natural language querying of notes.

Content Fetcher MCP

Fetches and tracks content from YouTube channels, RSS feeds, and GitHub releases with persistence to identify new items across sessions.

miai

Open-source gateway for validated AI answers, serving scaffolds and cached responses via OpenMatch, with REST API and MCP support.

migas-mcp

Enables AI assistants to query local Migas meeting transcripts, including searching, listing meetings, and retrieving speaker contributions, all read-only.

Cornerstone MCP Server

Enables Claude and other MCP clients to interact with Cornerstone memory, supporting saving, searching, and managing contextual data through natural language commands.

Kali MCP Server

Enables AI assistants to execute penetration testing commands and security tools on Kali Linux remotely. Supports automated reconnaissance, vulnerability scanning, and CTF solving through integration with 25+ offensive security tools like nmap, gobuster, and nuclei.

biliscribe

Extracts and formats Bilibili video content into structured text for LLM processing and analysis.