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
Solon Ai
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded…
Zero-Vector v3
A server for Zero-Vector's hybrid vector-graph persona and memory management system, featuring advanced LangGraph workflow capabilities.
Notion ReadOnly MCP Server
# Notion ReadOnly MCP Server This project implements an optimized read-only MCP server for the Notion API, focusing on performance and efficiency for AI…
Notion_mcp_server
## Setting Up Notion API Key and Permissions ### Creating a Notion API Key 1. **Go to Notion Integrations:** - Visit [Notion…
Notion MCP Server
# Notion MCP Server  This project implements an [MCP…
MCP Server for AI-Notion Integration
# MCP Server for AI-Notion Integration A Model Context Protocol (MCP) server that integrates with Notion databases to store AI question/answer pairs. This…
Wojtyniak MCP
# MCP-MCP: Meta-MCP Server [
🐝 Swarms MCP Documentation Server
MCP server to connect AI agents to any github corpa
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…
Knowledge MCP Server
# Knowledge MCP Server A Model Context Protocol (MCP) server that provides tools for managing and querying knowledge bases through vector databases. This…
Typescript MCP Server with Obsidian Integration
# Typescript MCP Server with Obsidian Integration A command-line interface for interacting with your Obsidian vault. ## Prerequisites - Node.js 14.x or later -…
Notion MCP Integration
Notion MCP Integration is a lightweight Model Context Protocol (MCP) server that seamlessly integrates with Notion's API to manage a minimalist personal to-do…
AgenticMind
Auditable, self-improving knowledge & memory for AI agents, served over MCP. Citation-enforced answers (no source, no claim), a replayable why-trace per…
Grantai
Fast, sub millisecond, local on device long term memory for LLMs, Coding Tools and AI Agents. Recall exact details from yesterday of five years ago. Install in…
MCP Server for Up-to-Date Library Documentation
# MCP Server for Up-to-Date Library Documentation [](https://www.python.org/)…
Notion MCP Server
Notion MCP Server is a Model Context Protocol (MCP) server that bridges AI assistants with the Notion API, allowing programmatic access to Notion workspaces…
RagWiser
RagWiser is a Retrieval Augmented Generation (RAG) system built with Spring Boot that enables users to upload PDF documents, process them, and ask questions…
semantic-search-mcp-server
# semantic-search-mcp-server A Model Context Protocol (MCP) server built with mcp-framework for enhancing Claude Desktop with semantic search capabilities. ##…
MCP Server with FAISS for RAG
# MCP Server with FAISS for RAG This project provides a proof-of-concept implementation of a Machine Conversation Protocol (MCP) server that allows an AI agent…
Integration App
Integrates with Integration App's API to expose workflow automation capabilities as tools for triggering and managing complex business processes.
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": {…
Contextual MCP Server
# Contextual MCP Server A Model Context Protocol (MCP) server that provides RAG (Retrieval-Augmented Generation) capabilities using Contextual AI. This server…
MCP Google Workspace Integration
A lightweight MCP Server for integrating Google Docs, Sheets, and Slides with custom applications. Enables seamless document management, real-time…