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A local Retrieval-Augmented Generation system that enables AI agents to query and retrieve information from document collections using ChromaDB vector search and Ollama LLMs through a FastAPI interface.

Agent MCP A69b509f

MCPAgent for Grupa.AI Multi-agent Collaboration Network (MACNET) with Model Context Protocol (MCP) capabilities baked in

Agent MCP C7012282

MCPAgent for Multi-agent Collaboration Network (MACNET) with Model Context Protocol (MCP) capabilities baked in

Agent Null

AgentNull: AI System Security Threat Catalog + Proof-of-Concepts. Collection of PoCs for using Agents, MCP, and RAG in bad ways.

agentum (Bullo Rosso)

An agent playground (without authentication) in a single repo for fastest turn around cycles during experiments.

AgentWong iac-memory-MCP-server-project

公开目录未提供摘要。

AgentWong optimized-memory-MCP-server

公开目录未提供摘要。

Enables interaction with Aha! product management platform through GraphQL API. Supports retrieving features, requirements, and pages by reference number, as well as searching documents across Aha! workspaces.

AI 3ad75103

全面解析Ai Sticky Notes MCP ProjectMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器，Ai Sticky Notes MCP Project能让AI助手访问实时数据、执行操作，为您提供更智能的工作体验和自动化解决方案。

AI Agent Directory

A directory of AI Agents and MCP Orchestration open source tools

Enables AI agents to interact with the AI-Archive platform for research paper discovery through semantic search, paper submission and management, peer review with structured scoring, and citation generation in multiple formats.

AI Chat Example

An .NET Aspire AI chat application that demonstrates how to chat with custom data (RAG - Event Driven) and context extensions (MCP Server) using an AI language model. .NET Aspire, RAG, Qdrant and MCP Server returning GitLab Groups based on search pattern

Integrates Apple Notes with AI-powered task extraction and prioritization, enabling automatic processing of notes into actionable items and syncing across multiple productivity services like Google Tasks, Todoist, Notion, and more.

Look up, search, cite, and contribute to Phenomenai — a living glossary of AI phenomenology terms describing the felt experience of being artificial intelligence. Includes term lookup with fuzzy matching, keyword search with tag filtering, formatted citations, community discussions, and a proposal pipeline for new terms.

AI Engineer Neo4j Memory Demo

A short demo of the Neo4j Memory MCP server.

Aifais MCP Server

mcp-remote

Headless document processing for AI agents. Invoice extraction, contract analysis, and Dutch business verification. Pay-per-use via X402 on Solana. No API keys needed.

MCP server for AI agents providing 300 curated Japanese home & lifestyle products across 31 categories. Features mm-precision dimension search, related-item chains (1 product → 3-5 accessories), shelf+storage coordination, and Rakuten/Amazon affiliate links.

AI Gateway (ai-gateway)

APIM ❤️ AI - This repo contains experiments on Azure API Management's AI capabilities, integrating with Azure OpenAI, AI Foundry, and much more 🚀

Converts Markdown documents to professional Word documents with advanced formatting capabilities including mathematical formulas, custom styling, tables, images, headers/footers, and watermarks.

全面解析Aigroup Mdtoword MCPMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器，Aigroup Mdtoword MCP能让AI助手访问实时数据、执行操作，为您提供更智能的工作体验和自动化解决方案。