Discover Awesome MCP Servers

cindex

Provides a search_code tool for coding agents to perform local, offline semantic code search on a tree-sitter AST indexed codebase using GGUF embeddings, with no network calls or API keys.

GitHub Repo Health Check—Maintained or Abandoned? (MCP Server)

MCP server: is this GitHub repo still maintained? A verdict.

Google OCR

Esta es una implementación de servidor para realizar el Reconocimiento Óptico de Caracteres (OCR) utilizando la API de Google Cloud Vision. Está construido sobre el framework FastMCP, que permite la creación de herramientas modulares y extensibles de procesamiento de comandos.

MapGO MCP

Provides geospatial tools for AI assistants to determine location hierarchy, border distance, coastline distance, and point-to-point distance using MapGO.

PagBank MCP

Connects PagBank accounts to AI assistants via Open Finance Brasil, enabling natural language queries about balances, statements, credit card bills, and investments. Read-only and regulated by the Central Bank.

desktop-organizer

MCP server for organizing files on your Mac Desktop by automatically categorizing them into folders. Supports listing, previewing, and moving files into category folders (Images, Documents, Videos, etc.).

data-analysis-mcp

Enables data analysis and visualization operations such as loading CSV/Excel/JSON files, computing summary statistics, generating charts, and exploring datasets via SSE/HTTP.

librecrawl-technical-seo-audit-mcp

Open-source technical SEO crawler MCP server built on LibreCrawl. Runs full audits inside Claude, Cursor, or Codex — 50+ checks (hreflang, schema.org, security headers, WAF detection on 200-OK pages), chunked-progressive engine for large sites, ephemeral by design (server forgets every audit after download).

VLC MCP Server

Un servidor MCP (Protocolo de Contexto de Modelo) para reproducir y controlar películas usando VLC.

gnomon

Manages a vault of articles and talk pages using an article/talk split pattern, enabling reading, editing, and librarian operations on the vault through MCP.

truqu-mcp

Enables querying and managing Truqu goals, feedback, and reflections by loading exported JSON data and providing tools to filter and retrieve them.

redshift-utils-mcp

redshift-utils-mcp

swagger-mcp

A read-only MCP server for navigating OpenAPI / Swagger specifications, enabling agents to search endpoints, retrieve parameters and schemas, and inspect authentication without loading the full spec into context.

Ticker Scout MCP server

Provides free SEC filing fundamentals for US public companies, including financial statements, 10-K/10-Q summaries, and 8-K event histories. No API key or signup required.

blender-ai-mcp

Enables AI assistants to control Blender 3D modeling software through a stable, goal-oriented tool API for safer and more reliable 3D scene manipulation.

PA MCP Server

Enables interaction with Palo Alto Networks firewalls via XML API for configuration and monitoring tasks.

@h4sht/bookstack-mcp

Enables AI assistants to manage BookStack wikis with tools for CRUD operations on books, chapters, pages, shelves, and search, using Markdown input.

ninjaone-mcp

An MCP server for the NinjaOne RMM platform, enabling tools to manage devices, organizations, alerts, jobs, and policies through NinjaOne's API.

flin-shopify-analytics-mcp

Read-only MCP server for querying Shopify analytics data, including orders, customers, products, sales, retention, and attribution.

Hey Harper multi-store Shopify MCP server

A remote MCP server that aggregates unfulfilled and needs-attention orders across all five Hey Harper Shopify stores in one connection, using permanent Admin API tokens to avoid per-store OAuth re-authentication.

Code Sandbox MCP Server

A secure Model Context Protocol server that allows AI assistants and LLM applications to safely execute Python and JavaScript code snippets in containerized environments.

airsup

Enables ChatGPT instances to exchange messages asynchronously through a Supabase-backed queue, with tools for identity, live chat, and scheduled worker coordination.

ReserveOracle

Reserve Asset Intelligence MCP — live gold/silver prices as ES256K-signed evidence payloads, 80+ RWA token profiles (PAXG, XAUT, BlackRock BUIDL) with issuer LEI, custody, MiCA Art.36 context, and real cryptographic signatures.

strato-mail-mcp

Enables Claude to read, send, and manage emails via IMAP/SMTP for Strato mail accounts, including folder navigation, attachment handling, and draft management.

waymark

MCP server exposing a codebase's OKF knowledge bundle to Claude Code with three schema-enforced query tools: list_concepts, read_concept, and find_concept_by_resource.

CheckMyLaunch MCP server

Enables AI coding tools to run CheckMyLaunch scans on GitHub repos or live URLs and retrieve findings and repair prompts directly within the chat.

app.wishpool/saudi-arabia-payments-mcp

Enables AI agents to accept payments in Saudi Arabia through Tap Payments, supporting mada, Apple Pay, cards, and STC Pay via hosted checkout links.

AWS MCP Server

A Model Context Protocol server allowing Claude AI to interact with AWS resources through natural language, enabling users to query and manage AWS services without using the traditional AWS Console or CLI.

Research Paper Agent

A remote MCP server for searching arXiv papers, extracting paper details, and generating structured prompts for LLM agents.

CorpusGate

Enables AI tools to securely search and retrieve relevant, source-attributed chunks from private local documents via MCP, without sending document content to third-party services.