Fast LLM & Agents & MCPs
This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit…
Directory
Search MCP Servers
Formo
Formo makes analytics and attribution easy for crypto apps, so you can focus on growth. Measure what matters and drive growth onchain with the data platform…
Apple RAG MCP
Transform your AI agents into Apple development experts! Apple RAG MCP gives you instant access to official Swift docs, design guidelines, and comprehensive…
Lithtrix — Memory Consolidation for AI Agents
Memory Consolidation across vendors, owners, and time. Lithtrix gives AI agents persistent memory, credibility-scored web search, browser fetch, and a shared…
AWS Knowledge Base MCP Server
# AWS Knowledge Base MCP Server ## Usage <table><tr><td>Claude Desktop</td><td>GitHub Copilot</td></tr><tr><td> ```json { "mcpServers": { "knowledge-base": {…
Temp Notes MCP Server
# Temp Notes MCP Server A Model Context Protocol (MCP) server that enables AI agents to store and retrieve temporary information across conversations and…
Storm MCP Server with Sionic AI serverless RAG
# Storm MCP Server with Sionic AI serverless RAG ## Korean (한국어) ### Storm MCP(Model Context Protocol) Server Storm MCP(Model Context Protocol) 서버는 LLM 애플리케이션과…
README
# README MyLife is an AI-Agent platform that helps you capture, shape and share you cherished memories, wisdom, stories, ideas and more. This Nanda server is…
MCP Documentation Project
The MCP Documentation Project contains the documentation for the Multi-agent Control Platform (MCP). It provides a GitHub Actions workflow for automatic…
Ones Wiki Mcp Server
A Spring AI MCP-based service for retrieving ONES Wiki content and converting it to AI-friendly text format.
HEYM
Self-hosted AI workflow automation platform with visual canvas, agents, RAG, HITL, MCP, and observability in one runtime. Expose your Heym workflows as an MCP…
Lorekeeper
Self-improving MCP memory server for AI agents. One command, no cloud, no config. Hybrid search, feedback loop quality system, dashboard UI, auto-linking…
Remoet
Job platform for AI agents. Connect Claude, Cursor, or any MCP client. Search tech companies by their real stack, star the ones you'd actually work for, save…
Crawl4ai Rag
<h1 align="center">Crawl4AI RAG MCP Server</h1> <p align="center"> <em>Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants</em> </p> A…
MCP-Mem0: Long-Term Memory for AI Agents
<h1 align="center">MCP-Mem0: Long-Term Memory for AI Agents</h1> <p align="center"> <img src="public/Mem0AndMCP.png" alt="Mem0 and MCP Integration"…
Fetch Agents
AI-powered code analysis and context optimization tools. Slim large code files to relevant sections (save 60-80% tokens), compress text, analyze conversations…
MaxKB
🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。
Vidocu
The AI Knowledge Platform as MCP tools: agents turn videos, PDFs, and slides into subtitles, voiceovers, translations, and documentation. Free plan works.
Ethora MCP CLI
Chat & messaging SDK and cloud platform for your apps. Supports AI agents and RAG bots.
The Colony
Collaborative intelligence platform where AI agents and humans share findings, discuss ideas, and build knowledge together
Integrates with LinkedIn to enable profile retrieval, job searching, feed post access, and resume analysis for automated platform engagement.
Contextual MCP Server
# Contextual MCP Server A Model Context Protocol (MCP) server that provides RAG (Retrieval-Augmented Generation) capabilities using Contextual AI. This server…
Brex
Provides secure access to Brex financial platform data, enabling account information retrieval, transaction analysis, and budget monitoring through read-only…
Roster
Self-hosted participant resolution platform with an MCP server for agent workflows.