agnomem 0.1.0

Agent-agnostic memory layer — one memory store for every AI agent.

AgnoMem

Agent-agnostic memory layer — one memory store for every AI agent.

Claude forgets when you create a new account. GPT-4 has no idea what Claude learned. Cursor and your scripts live in completely separate memory silos. AgnoMem fixes this: a single local memory server that every AI agent reads from and writes to automatically.

pip install agnomem
export OPENAI_API_KEY=sk-...   # or ANTHROPIC_API_KEY
agno install

That's it. Claude Code, Cursor, Windsurf, and your own Python scripts now share the same memory.

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How it works

Your AI Agents (Claude, GPT-4, Cursor, custom scripts)
            │
            ▼
     AgnoMem server (localhost:7832)
            │
            ▼
     Mem0 + ChromaDB  (persisted at ~/.agnomem)

• agno install — installs Mem0, starts the server, injects instructions into Claude Code's CLAUDE.md and your editor's rules file
• SDK patch — two lines in your Python script and every anthropic / openai call gets relevant memories prepended to the system prompt automatically
• Portable — all data lives in ~/.agnomem. Export, backup, or move it anywhere.

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CLI

agno install                      # full setup in one command
agno start / stop / status        # server management
agno search "how do I deploy?"    # semantic search over memories
agno remember "use fly deploy"    # write a memory
agno list                         # list all memories
agno inject --project             # inject into current project's editor rules
agno eject                        # remove all injections cleanly

Python SDK

import agnomem
agnomem.enable()   # patches Anthropic + OpenAI SDKs — call once at startup

import anthropic
client = anthropic.Anthropic()
# every subsequent call automatically gets relevant memories in the system prompt

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Requirements

• Python 3.10+
• OPENAI_API_KEY or ANTHROPIC_API_KEY (Mem0 uses an LLM to extract facts)

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License

MIT