Context, Memory & RAG tools for Gemini / Google

7 projects · 6 with stars to rank by · 1,349 combined stars · snapshot 2026-11-01

Everything that decides what the model actually sees: retrieval, memory stores, compaction, and the chat-with-your-data apps built on them.

Targets Gemini, Vertex AI, or Google's agent stack.

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Runs on: Windows WSL2 macOS Linux Docker

#ShotProject StarsPlugs into What it doesLang / licence / push
1ownmemgrpcer/ownmem425
found by search
Claude CodeClaude / AnthropicCodex / OpenAIGemini / GoogleCursor
Open-source, Git-native memory for AI coding agents — deterministic local recall for Claude Code, Codex, Cursor, Gemini CLI, and compatible tools.
npx ownmem init --hook --hosts claude,codex
JavaScript
Apache-2.0
2026-10-14
2agent-systems-handbookPrompthon-IO/agent-systems-handbook315
found by search
MCPGemini / GoogleLangChain / LangGraph
Agent Systems Handbook by Prompthon — A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent architecture. Current trend focus: Gemini Interactions API and managed agents, emerging agent runtimes, and production AI workflow patterns.
git clone https://github.com/Prompthon-IO/agent-systems-handbook.git
MDX
—
2026-10-16
3trajectoryletta-ai/trajectory284
1 list
Claude CodeClaude / AnthropicopencodeCodex / OpenAIGemini / GoogleCursor
Letta's July 2026 library that normalizes native session transcripts from 15+ harnesses (Claude Code, Codex, Cursor, OpenCode, Pi, Gemini CLI, OpenHands, and more) into one validated, model-ready record format. Fills a real infrastructure gap — every runtime logs the same concepts (messages, reasoning, tool calls, results) in incompatible formats — and is explicitly designed for *agent* consumptio
pip install agent-trajectory
TypeScript
Apache-2.0
2026-09-25
4AnimaWorksxuiltul/animaworks269
1 list
Claude / AnthropicCodex / OpenAIGemini / GoogleCursorLocal / Ollama
Organization-as-code with brain-inspired memory
irm https://raw.githubusercontent.com/xuiltul/animaworks/main/scripts/setup.ps1 | iex
Python
Apache-2.0
2026-11-01
5faf-cliWolfe-Jam/faf-cli43
3 lists
Claude CodeClaude / AnthropicMCPGemini / GoogleCursor
by Wolfe-Jam - Authors and versions CLAUDE.md and AGENTS.md from a repository's actual detected stack, so Claude Code's project context stays in sync with the code instead of drifting. One typed source file (project.faf, an IANA-registered media type) is the single origin for every assistant's context file; a deterministic score reports how complete that context is. The file lives in the repo and
bunx faf-cli git https://github.com/facebook/react
TypeScript
MIT
2026-10-31
6capyserpro69/capy13
1 list
Claude CodeClaude / AnthropicMCPCodex / OpenAIGemini / GoogleGitHub Copilot
by serpro69 - 🦫 Privacy-first virtualization layer for LLM context with MCP protocol for tool access
brew install serpro69/tap/capy
Go
—
2026-10-30
7TokRepohenu-wang/tokrepo—
1 list
Claude CodeClaude / AnthropicMCPCodex / OpenAIGemini / GoogleCursor
Cross-agent registry and CLI for discovering and installing 220+ AI assets including skills, prompts, MCP configs, and workflows
npm install -g tokrepo
—
MIT
2026-05-18