Discover Awesome MCP Servers

MCP Calculator Server

A lightweight TypeScript-based MCP server that demonstrates how to build custom MCP tools by implementing a simple addition calculator. Serves as a starting point for building MCP-compatible tools.

mcp-what3words

Converts what3words addresses (e.g., filled.count.soap) to latitude/longitude coordinates and lists supported languages.

Kali MCP Server

A Docker-based MCP server exposing a curated set of Kali Linux security tools for authorized, hands-on network scanning on private ranges, with enforced trustworthiness and honest output.

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.

Desktop Pilot MCP

Enables high-speed native macOS automation for Claude by interacting directly with the Accessibility API, AppleScript, and UI trees instead of using screenshots. It allows users to read app states, click elements, and type text semantically across any macOS application.

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.

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.

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.

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.

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

An MCP (Model Contex Protocol) Server to play and control movies using VLC.