Discover Awesome MCP Servers

Google OCR

이것은 Google Cloud Vision API를 사용하여 광학 문자 인식(OCR)을 수행하는 서버 구현입니다. 모듈식이고 확장 가능한 명령 처리 도구를 만들 수 있는 FastMCP 프레임워크를 기반으로 구축되었습니다.

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.

Deep Impact Mapper

Enables users to visualize the impact of edits in internal documents and emails by structuring content as a graph and tracing dependency chains.

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.

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.

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.

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.

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

VLC를 사용하여 영화를 재생하고 제어하는 MCP (Model Context Protocol) 서버.

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.

Airtable MCP Server

Enables interaction with Airtable bases and tables, allowing schema inspection and record CRUD operations using DAuth authentication.

Mevzuat MCP

Provides programmatic access to Turkey's Ministry of Justice Legislation Information System (mevzuat.gov.tr), enabling users to search legislation, retrieve article hierarchies, and fetch article contents in Markdown format through natural language.

99Pay MCP

Connects 99Pay accounts to AI assistants via Open Finance Brazil, enabling natural language queries about balances, statements, card bills, and investments in read-only mode.

Midplane

SQL guardrails for AI agents, sitting between the agent and Postgres to enforce policies, block destructive queries, and audit all access.

handoff-mcp

A dependency-free stdio MCP server that enables coding agents to persist and restore project task state, memory, decisions, and next steps across sessions using the .handoff contract.

document-converter

Converts PDFs, Office files, spreadsheets, emails, audio, and more to Markdown locally, enabling AI assistants to read and process them without cloud upload.

garmin-mcp

Privacy-focused Garmin Connect MCP server for triathlon training, enabling analysis of health metrics, activities, training load, and structured workout creation.

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.

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.