The Zero-Server Code Intelligence Engine that indexes any codebase into a knowledge graph, providing AI Agents with deep architectural insights and call-chain tracing via MCP protocol.

Docs, Tutorials & ResourcesRAGAI Agents

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AI-native task and documentation management tool for dev teams, serving as a persistent memory layer for AI. Manages tasks, documents, and decisions via local Markdown file system, leveraging MCP protocol to grant AI assistants persistent contextual understanding of projects.

Docs, Tutorials & ResourcesAI AgentsModel Context Protocol

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Reflective memory for AI agents — semantic storage with multi-format ingestion, intent tracking, and cross-session context persistence.

Docs, Tutorials & ResourcesRAGModel Context Protocol

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Neuroscience-inspired cognitive memory system for AI agents with offline single-binary deployment, three-layer memory architecture, Hebbian learning, and native MCP integration.

Docs, Tutorials & ResourcesRAGModel Context Protocol

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A production-ready memory system for intelligent agents and bots, featuring three-layer memory hierarchy, semantic search, and automated optimization with REST API, MCP protocol, and CLI support.

RAGModel Context ProtocolAI Agents

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An extremely fast and scalable memory engine and app for the AI era. The Memory API that serves as your AI second brain for saving and organizing everything that matters.

Agent & ToolingTypeScriptPython

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Rig is a Rust library for building scalable, modular, and ergonomic LLM-powered applications with support for 20+ model providers and 10+ vector store integrations under unified interfaces.

Agent & ToolingRustAgent Framework

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MiniAGI is a simple general-purpose AI agent compatible with GPT-3.5-Turbo and GPT-4. It combines a robust prompt with a minimal set of tools, chain-of-thoughts, and short-term memory with summarization. It is also capable of inner monologue and self-criticism.

Agent & ToolingPythonAI Agents

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A powerful coding agent toolkit providing semantic retrieval and editing capabilities through an MCP server and other integrations, transforming LLMs into fully-featured agents that work directly on your codebase.

Agent & ToolingPythonAI Agents

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AWS Generative AI CDK Constructs is an open-source extension of the AWS Cloud Development Kit that provides multi-service, well-architected patterns for quickly defining solutions in code to create predictable and repeatable infrastructure, helping developers build generative AI solutions using pattern-based definitions for their architecture.

Knowledge Management, Retrieval & RAGProtocol, API & IntegrationAgent & Tooling

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