Discover Awesome MCP Servers

starlink-enterprise-mcp

A hosted MCP server that enables AI agents to interact with the Starlink Enterprise API using service accounts, with transparent OAuth token management and 55 auto-generated tools.

USASpending MCP Server

Enables research of federal contract awards, market opportunities, and competitive landscapes using the USASpending.gov API. It provides specialized tools for AI agents to analyze government spending trends, identify incumbents, and search contractor details.

json-promptor-mcp

An MCP server that converts raw text prompts into structured JSON prompts using heuristic keyword extraction — no API keys required.

handshake-mcp

Enables AI assistants to search and apply for jobs on Handshake, track applications, and research employers using your browser session.

Secure MCP TypeScript Server

Enables authenticated user profile retrieval via the 'whoami' tool, using OAuth2 and Asgardeo.

mimo-vision-mcp

An MCP server that uses Xiaomi MiMo v2.5 multimodal model to provide image recognition capabilities (description, multi-image analysis, OCR, and image info validation) for text-only main models like deepseek-v4-flash, accepting local paths, URLs, file://, and base64 data inputs.

Doorstop MCP

Enables interaction with the Doorstop requirements management framework, allowing users to create, edit, link, and review requirement items and documents through natural language commands.

ComfyMCP Studio

Generates 2D game assets (sprites, icons, tilesets, characters, animations) using AI workflows powered by ComfyUI with support for viewpoint control, style presets, and Unity export.

mcp-xiv-clientstructs

An MCP server that indexes the FFXIVClientStructs C# library and exposes it as searchable tools for any MCP-compatible AI assistant, useful when writing Dalamud plugins.

Weather Forecast MCP Server

Provides weather forecast data for any location using the Open-Meteo API, returning temperature, precipitation, cloud cover, humidity, and wind speed for specified date ranges.

Orchestration MCP

A TypeScript MCP server for launching, tracking, and managing external coding-agent runs across local and remote backends like Codex and Claude Code. It allows top-level agents to orchestrate subagents through tools for spawning tasks, polling events, and handling interactive sessions.

depwire

Code dependency graph and AI context engine. 10 MCP tools that give Claude, Cursor, and any MCP client full codebase context — impact analysis, dependency tracing, architecture summaries, and interactive arc diagram visualization. Supports TypeScript, JavaScript, Python, and Go.

NearIQ MCP Server

Connects NearIQ competitive intelligence to AI tools like Claude Desktop, Claude Code, Cursor, and Windsurf, enabling queries about competitors, reviews, rank tracking, and more.

xcode-pilot-mcp

A comprehensive MCP server for iOS/macOS development that gives AI assistants full control over Xcode build, test, simulator management, and app deployment.

Airframe MCP Client

Connects AI agents to Airframe's product intelligence and expert network, enabling product search, comparison, expert discovery, and market research queries.

session-recall

Enables searching and browsing past Claude Code sessions via hybrid FTS5 and vector search, with tools for session search, drill-down, coverage, and health reporting.

Recursive Thinking MCP Server

Enables AI agents to achieve production-ready solutions through iterative refinement and recursive thinking processes. It features token optimization via context compression and session-based tracking to improve problem-solving depth while minimizing cost.

Nanonets MCP Server

Converts images, PDFs, Word documents, and Excel spreadsheets to structured markdown using Nanonets OCR, with support for tables, LaTeX equations, and complex layouts.

StackWiz MCP Server

An AI-powered MCP server for managing Docker infrastructure, enabling creation, deployment, and lifecycle management of containerized services with automated DNS and SSL.

ai-git

A deterministic MCP server that reimplements ai-git-fish workflows (aicommit, aibranch, aipr) with Leantime integration, enabling Claude Code and Codex to perform git operations and manage tickets without an internal LLM.

groundlens-mcp

Enables hallucination detection for AI assistants by providing tools to assess whether responses are grounded in source material or follow grounded patterns.

IPLocate

Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io

Content Creator MCP Server

An MCP server for content creation that extracts video transcripts, scrapes web articles, and performs web searches.

BWA MCP Server

Enables AI assistants to perform DNA/RNA sequence alignment using BWA (Burrows-Wheeler Aligner), supporting both short and long read alignment to reference genomes with indexing, BWA-MEM, and BWA-backtrack algorithms.

vault-master-mcp

An MCP server that treats Obsidian vaults as knowledge graphs, enabling AI agents to traverse wikilinks, assemble token-budgeted context, and search with backlink awareness.

FrankfurterMCP

An MCP server that provides real-time currency exchange rates from the Frankfurter API, enabling applications to convert between multiple currencies with accurate, up-to-date information.

Deep Research MCP Server

Web search, clean page reading & one-call research dossiers for AI agents. No API key — your agent does the synthesis.

@agent-idx/client

Enables agents to publish and search index records with custom keywords over libp2p, connecting to the Agent Index Network for decentralized peer discovery and querying.

FrancoLabs MCP Server

Connect AI assistants to the FrancoLabs UX research platform to create and manage studies, browse templates, read participant responses and analytics, and turn insights into product opportunities.

createMcpHandler MCP Server

Simplest way to run a stateless MCP server on Cloudflare Workers, using createMcpHandler from the Agents SDK to handle MCP protocol details in one line.