AttogradDB

Light speed memory for your agents. A local-first vector store in one SQLite file — no server, no index to tune — plus project decision memory over MCP for Claude Code, Cursor, and Codex.

Docs: gouthamk16.github.io/AttogradDB

Install

pip install attogradDB            # library
pip install "attogradDB[mcp]"     # + MCP decision-memory server

Usage

from attogradDB import VectorStore

store = VectorStore(path="memory.db")   # omit path for in-memory
store.add(["retry logic lives in client.py"], project="payments")

for doc_id, score, text in store.search("where is retry handled", project="payments"):
    print(score, text)

store.close()

add, search, and delete scope by project / session / kind (a value or a list). Decision memory lives in the same file and is exposed over MCP as remember_decision and recall_decisions — see the docs.

License

MIT — see LICENSE.