Discover Awesome MCP Servers

Deep Graph MCP Server

Enables seamless interaction with public or private code graphs from DeepGraph and CodeGPT to perform semantic searches and dependency analysis. It allows developers to explore architectural relationships, retrieve source code, and analyze repository structures across multiple AI assistants.

Context Hub MCP Server

A minimal MCP server with sample tools, resources, and prompts, plus an aggregator to connect multiple external MCP servers and REST APIs, including experimental OAuth support.

north7-market-intelligence

AI-powered financial intelligence for autonomous trading agents. 9 MCP tools for real-time trading signals, risk index, market regime detection, stock analysis, commodity scoring, sector radar, and geopolitical intelligence briefings.

flowspec-mcp

MCP server for FlowSpec that exposes project specifications to Claude Code and other AI tools.

WAS Stape MCP

Enables AI assistants to manage Stape.io sGTM containers, CAPI Gateways, custom domains, and power-ups via 10 tools.

nextjs-agent-mcp

An MCP server that lets an AI agent drive and inspect a running Next.js app, with headless route/error introspection and a real DOM-based in-page bridge for interactive testing.

mcp-powerpoint

Enables AI assistants to create and manipulate PowerPoint presentations programmatically, including adding slides, exporting to PDF, and reading metadata.

Search MCP Server

Enables AI agents to perform unified web searches, GitHub, and GitLab searches with caching, reranking, and fallback across multiple providers.

hermes-mcp

Enables Solana swaps through ranked quotes, transaction building, broadcasting, and status tracking, with per-request payment in USDC via the x402 protocol using a local keypair.

MCP Perplexity Server

A lightweight Python-based microservice that provides simple echo functionality, receiving messages and returning them back to the client for diagnostic and testing purposes within the MCP framework.

Awesome Agent Skills MCP Server

Provides access to over 100 curated AI agent skills from organizations like Anthropic, Vercel, and Hugging Face. It enables AI assistants to perform specialized tasks including document processing, security analysis, and web development through a standardized interface.

indesign-mcp

A custom MCP server that lets Claude Code read, search, and manipulate Adobe InDesign documents. macOS only.

LibreWolf Agent Bridge

Local-first browser automation for LibreWolf, enabling controlled profile browsing with status, navigation, screenshots, console/network inspection, and more through MCP.

紫微斗数 MCP 服务器 (MCPIztro)

A Model Context Protocol server that provides accurate Chinese Ziwei Doushu astrology chart calculations and horoscope analysis, enabling AI assistants to generate personalized astrological readings through natural language queries.

Weline MCP

A local project intelligence, batch coding, and self-learning engine for Codex that enables task-level batch coding, reduces token usage, and automatically learns skills.

ChimeraX MCP Server

Enables natural language control of UCSF ChimeraX for protein structure visualization, editing, and analysis through MCP clients.

Figma MCP Bridge

Enables Claude to read and manipulate Figma documents in real-time through 62 operations including creating shapes, modifying styles, managing components, and exporting assets via a WebSocket bridge to a Figma plugin.

Memos MCP Server

MCP server for creating, listing, updating, deleting memos, and managing attachments via the Memos API.

Rekko MCP

Provides prediction market intelligence, research, and strategy signals for platforms like Kalshi, Polymarket, and Robinhood. It enables AI assistants to perform market screening, arbitrage detection, and deep causal analysis to support informed trading decisions.

decoder-3am-mcp

leep disruption cause classifier using The Longevity Vault's 5-cause framework. Identifies the biological mechanism behind 3am wakeups from symptom descriptions. 4 tools: classify_sleep_cause, get_cause_info, list_causes, get_decoder_url. Built by Kat Fu dual M.S. (Stanford).

Promotexter MCP Server

Integrates with the Promotexter SMS API to enable sending single SMS messages and performing detailed account balance inquiries. It provides a secure way for models to manage SMS communications and track transaction costs and credits.

Algolia Node.js MCP

Enables natural language interactions with Algolia search and analytics APIs through Claude Desktop. Supports searching indices, managing data, analyzing metrics, monitoring performance, and visualizing insights across your Algolia applications.

amazon-datazone-mcp-server

A high-performance Model Context Protocol (MCP) server that provides seamless integration with Amazon DataZone services. This server enables AI assistants and applications to interact with Amazon DataZone APIs through a standardized interface.

MarkItDown MCP Server

A Model Context Protocol server that converts over 29 file formats, including PDFs, Office documents, and audio, into structured Markdown using Microsoft's MarkItDown library. It enables AI assistants to process diverse document types through single file conversion and batch directory processing.

MCP-RAG Server

A server that implements Retrieval-Augmented Generation using GroundX and OpenAI, enabling semantic search and document retrieval with Modern Context Processing for enhanced context handling.

humantone-mcp

Official MCP server for HumanTone, enabling AI text humanization and AI likelihood detection directly from MCP clients like Claude Desktop and Cursor.

MCP-CAN

Enables LLMs to interact with vehicle CAN bus and OBD-II data through a simulated ECU environment. Provides tools for reading frames, decoding messages via DBC files, monitoring signals, and querying automotive diagnostics without requiring physical hardware.

Compass MCP

Provides read-only, revision-pinned access to the current Compass profile and selected skills, enabling ChatGPT to retrieve AGENTS.md, skill catalogs, and documents through standard MCP tools.

Civo MCP Server

An MCP server implementation that integrates with the Civo cloud platform API, providing capabilities to manage cloud instances, networks, and Kubernetes clusters.

metabase-mcp

Enables AI assistants to interact with Metabase for querying databases, executing SQL, managing dashboards, and automating analytics workflows.