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
Memory Bank MCP With Remote SSH Support 🧠
A Model Context Protocol (MCP) server that enables AI assistants to store and retrieve structured information across sessions using Memory Banks. It now…
Laravel Docs MCP Server
A Laravel developer's MCP companion. Get the absolute best advice, recommendations, and up-to-date documentation for the entire Laravel ecosystem.
mcp-llms-txt
MCP server for SecretiveShell/Awesome-llms-txt. Add documentation directly into your conversation via MCP resources.
Zaxy — event-sourced agent memory with cited checkout and reversible forgetting (stdio/SSE via PyPI)
Zaxy turns agent work into durable, auditable memory: a hash-chained Eventloom log as the source of truth, an embedded temporal knowledge graph for reasoning…
A Remote MCP Server for ATproto Docs
A MCP server to query and generate answers based on the ATproto documentation available online
MCP Google Workspace Integration
A lightweight MCP Server for integrating Google Docs, Sheets, and Slides with custom applications. Enables seamless document management, real-time…
Kontxt MCP Server
Indexes local code repositories to provide codebase context to AI clients.
Obsidian Index Service
A service that monitors an Obsidian vault for file changes (new, modified, or deleted Markdown files) and indexes each note’s metadata and content into an…
Crawl4AI RAG MCP Server
A distributed Model Context Protocol (MCP) server implementing an intelligent web ingestion and retrieval-augmented generation pipeline for AI agents and…
Obsidian-MCP-Server
Seamlessly integrate Claude AI into your Obsidian vault! This guide provides a straightforward setup for the Model Context Protocol (MCP) server on Windows 11…
MCPKG - Model Context Protocol Knowledge Graph
A MCP (Model Context Protocol) server that exposes primitives for interacting with a Knowledge Graph
MCP Server for Minecraft Mod Documentation
Model Context Protocol (MCP) Server for Minecraft Modding Documentation
MCP RAG
AI-powered Chat System with multiple MCP servers.
Prompt Book Server
# Prompt Book Server An MCP server that connects to Notion databases containing AI prompts, allowing you to manage, search, and retrieve prompts efficiently…
Demo MCP Server
Demo MCP Server is a demo blocklet that hosts an MCP (Model Context Protocol) server. It is a full-stack dapp application containing both server and client…
Knowledge Graph Memory Server
Standalone MCP server for enabling memory for Claude through a knowledge graph
Vectra MCP Server
An MCP server providing tools to manage and query a Vectra knowledge base, enabling integration with MCP clients via a backend API.
Wojtyniak MCP
# MCP-MCP: Meta-MCP Server [
Obsidian Mcp Server
# Obsidian MCP Server [](https://github.com/smith-and-web/obsidian…
Exa Search
Provides real-time web search capabilities through the Exa Search API, enabling up-to-date information retrieval and content scraping from specific URLs.
Confluence Wiki MCP Server Extension
This is a VSCode/Cursor extension that provides an MCP (Model Context Protocol) server for integrating with Confluence Wiki. It allows users to configure a…
Firebase Docs MCP Server Setup
This is a sample for showing how to do FIrebase Docs as an MCP server (including indexing documents)
Geneontology Mcp Server
A comprehensive Model Context Protocol server for accessing Gene Ontology (GO) data, enabling AI systems to perform ontology-based analysis, gene annotation…