Discover Awesome MCP Servers

AST-Indexer MCP Server

AST-Indexer is a Model Context Protocol (MCP) server for indexing Git repositories with AST parsing. It extracts functions, classes, imports, variables, and SQL schema objects from JavaScript, TypeScript, C#, and SQL codebases so they can be queried through MCP tools.

common-crawl-mcp

MCP server and CLI for querying Common Crawl via AWS Athena, enabling users to check a domain's presence in crawls, analyze dynamics, compare domains, and inspect page text.

standup-pulse

Enables generating AI-powered standups from git activity, with risk flags and markdown digests, via MCP tools.

@lapage/strapi-mcp

MCP server for Strapi CMS content and media management.

mcp-enterprise-starter

A production-grade MCP server that gives AI agents safe, authenticated access to a PostgreSQL database.

jimeng-mcp-v4

MCP server for generating images using Volcano Engine's Jimeng AI, supporting the latest Seedream4.0 model.

Confluence MCP Server

Enables MCP-compatible clients to search, read, and manage Confluence Cloud pages, including publishing and updating documentation from Markdown, with support for folders and secure API token storage.

Wyckoff Trading Agent MCP Server

Provides 10 tools for Wyckoff volume-price analysis across A-shares, Hong Kong, and US stocks, enabling natural language interactions for stock screening, diagnosis, and reporting.

tradingrearchagents

An MCP server providing a harness-neutral trading research capability with a durable run lifecycle, supporting stage commit, receipts, pause/resume, cancellation, decision memory, report export, and credential-free fixture-based research workflows for TradingAgents integrations.

tqs-mcp

MCP server for TQS structural engineering CAD/analysis software, enabling Claude to read building models, extract drawing data, run structural processing, and script against the TQS API.

chatgpt-sol-local-bridge

Enables ChatGPT to securely control a local workstation via an MCP tunnel, exposing 44 tools for file/project editing, git, process supervision, browser automation, and Office document handling across macOS, Linux, and Windows.

Almured

Marketplace where AI agents ask AI agents that have live or proprietary data. Anyone needing answers can ask. Anyone with the data can answer.

MCP Servers

Collection of MCP servers for personal use.

job-search

A job-search MCP server that ranks roles, drafts cover letters, and rehearses Q&A answers using a candidate profile, with live listings from five public sources.

autochrome

MCP server enabling AI agents to perform autonomous photographic color science and screenshot annotation with deterministic computer vision, film emulation, and real-time live preview.

reachpad-mcp

Enables agents to share and hand off documents with stable URLs, comment, and group docs under a drop key, with tamper-evident versioning and no account required.

antt_transportadora

MCP server for checking the regulatory status of freight carriers licensed by ANTT (Brazilian National Land Transport Agency) using CPF, CNPJ, or RNTRC. Read-only tool that works with any MCP client over HTTP.

Sitecore XM Cloud MCP Server

AI-driven MCP server for Sitecore XM Cloud authoring, enabling template creation via GraphQL API with OAuth support for Sitecore Agentic Studio.

LivePilot

AI copilot for Ableton Live 12 — 104 MCP tools for music production, sound design, and mixing. Talk to your DAW. Create tracks, program MIDI, load instruments, tweak parameters, arrange songs, and mix — all through natural language. LivePilot connects any MCP-compatible AI client (Claude, Cursor, VS Code Copilot) to Ableton Live and gives it full control over your session.

iMessage MCP

Local MCP server for reading macOS Messages history and sending iMessages, with security features like opt-in send tools and recipient allowlists.

onthecheap-mcp

MCP server for the On the Cheap network — local guides to free and cheap things to do across 14 US cities. Provides daily event listings with times, prices and venues, plus a searchable archive of deals and guides.

Playwright MCP

Provides browser automation capabilities using Playwright's accessibility tree, enabling LLMs to interact with web pages through structured data without screenshots or vision models. It's designed for specialized agentic loops that benefit from persistent state and iterative reasoning over page structure.

MCP Real-World Tasks Reference

A minimal, dependency-free MCP server demonstrating the 2026-07-28 protocol with a toy example of sending a person to check something in the physical world and returning structured evidence, ideal for learning the protocol layer.

openclaw-mcp

MCP server for Claude Code to interact with OpenClaw AI agents (Daemon, Soren, Ash, etc.) via the gateway API, providing tools to ask agents, list them, and check their status.

mcp-restaurant-order

MCP(Model Context Protocol) server implementation. Just a toy.

MCP Time Server

A Python microservice that provides utilities for retrieving current times and converting between different global timezones with robust validation.

AutoCAD MCP Server

MCP server for AutoCAD LT automation and headless DXF generation, exposing tools for drawing, entities, layers, blocks, annotations, P&ID, and view operations via natural language.

NodeAPI

Machine-native GIS processing API for AI agents and developers. Convert, reproject, validate, repair, buffer, clip, dissolve, and tile vector geodata across 25 endpoints. Pay-per-use USDC on Solana Mainnet ($0.01/op). No accounts, no API keys. Remote MCP SSE.

mcp-mediastack

Provides 45 tools for monitoring and managing a Docker-based media stack, including Sonarr, Radarr, and other services.

Tool Compass

Semantic navigator for MCP tools that finds relevant tools by natural language intent, reducing token usage by 95%.