Discover Awesome MCP Servers

docling-mcp

MCP server wrapping Docling to give text-only LLMs document vision via tools for converting PDFs, images, and Office files to Markdown, extracting tables, OCR, and RAG chunking.

Lexicon Intelligence

Intelligence data concerning behavioral population habits.

rocketchat-mcp

MCP server for Rocket.Chat — messages, DMs, search, files, and channels over stdio

Graph

An MCP server that gives your agent a persistent project brain: vision, architecture decisions, conventions, roadmaps, and automatic session handoff.

mcp-server-s3

MCP server for AWS S3 — list buckets, browse objects, upload/download files, and generate presigned URLs.

Amanah MCP

MCP server that enables AI agents to propose USDC payments on the Soroban blockchain with deterministic policy enforcement and injection protection, while providing payment status and attestation tools.

IDE Output Reader MCP Server

Enables reading IDE output, test results, and problems from development environments.

Shodan MCP Server

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MCP Prompt Library

Enables AI-assisted development by providing a library of 110+ curated prompts, workflows, and coding standards, with MCP tools for prompt retrieval, composition, and multi-step workflow chains.

Chia Health MCP

Chia Health MCP – let AI agents guide patients from medication browsing to prescription delivery. 30 tools covering eligibility checks, medical intake, consent signing, provider review, Stripe ACP checkout, and ongoing care management. Covers GLP-1 weight loss (semaglutide, tirzepatide) and longevity treatments. HIPAA-compliant. All prescriptions evaluated by US-licensed providers across 50 states

Jimeng Image MCP Server

An MCP server providing AI image generation via Jimeng models, specifically designed for web design and placeholder creation. It features multi-model support, customizable parameters, and optional persistent storage using Tencent Cloud COS.

Copilot Memory Store

Enables storing, searching, and compressing contextual memories for LLM interactions, with tools for memory management and context injection.

Second Brain

Persistent, semantically-searchable memory for AI agents using local PostgreSQL, pgvector, and Ollama embeddings, exposed via MCP with hybrid retrieval, knowledge graph, and auto-recall hook.

Marble MCP Server

Analyzes codebases to suggest relevant learning projects and generate interactive slides with direct links to the Marble platform. It enables developers to create tailored learning experiences based on their specific technologies, patterns, and code context.

Sequential Story MCP Server

Fornece ferramentas para estruturar problemas complexos através de elementos narrativos sequenciais ou pensamento sistemático sequencial, ajudando a tornar problemas complexos mais memoráveis e fáceis de entender.

finance-mcp

Local, privacy-first access to bank and credit-card transactions for Copilot, backed by SimpleFIN.

gemini-cli-mcp

MCP server for Google's Gemini CLI with OAuth, enabling use of Gemini through Claude Desktop/Code without API keys – just log in with a Google account.

MedMemory

This MCP is capable of analyzing medical documents and prescriptions and giving patient all the medical info it needs and answering their questions

MCP App Proxyfier

MCP server delivering interactive MCP Apps UI for Megamarket shopping, enabling search, product details, cart, and checkout through native interfaces within the chat.

Statly Docs MCP Server

Provides AI agents with access to Statly SDK and API documentation, enabling search across docs, retrieval of language-specific SDK references, code examples, and REST API information.

Honeycrisp

MCP servers for your Mac's real data — Mail, Calendar, files — with safety rails you can audit. Local-first, no accounts, no cloud, with dry-run defaults and human approval gates.

lokyy-mcp

This MCP server connects your AI to a knowledge base through semantic tools, enforcing strict rules with German-language rejections for violations. It provides tools for managing sources, wiki articles, distillation, and GDPR-compliant deletion.

Agent Skills API

A multi-agent system for code rules management using MCP, supporting search, generation, and architectural validation through specialized agents.

mcp-exoplanet-archive

Enables querying NASA Exoplanet Archive data using ADQL TAP, planet search, composite parameters, Kepler candidates, and microlensing events.

SSR/128T MCP Server

Enables AI-powered AIOps management of Juniper SSR/128T networks through natural language, providing 22 tools for router management, alarms, traffic analysis, and more.

MCP Recommender

Provides intelligent recommendations for MCP servers based on development needs using natural language queries. Searches through 874+ curated MCP servers across 36+ categories with advanced matching algorithms.

GitLab MCP

Enables GitLab repository management, including branches, merge requests, issues, pipelines, and more through natural language.

Ascii Art AI MCP

Ascii Art AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Learning Assistant MCP Server

Provides educational tools for developers to learn programming concepts, review code, get best practices, compare approaches, generate learning paths, debug, explain code, and quiz themselves.

LTD MCP

MCP server that lets AI agents connect to LTD project workspaces to inspect project health, search and manage tasks, assign owners, and add comments, with scoped tokens and preview-confirm safety for writes.