agents-memory v1.1.0
Local markdown memory & cross-agent context engine for clankers.
One persistent identity, shared across your agents. Markdown on disk is the source of truth. MCP is a clerk, not a second store.
Highlights
- Cloud mirror sync:
agents-memory remote serveon a host;connect/disconnect/sync --pushon workstations. Local files stay the working copy. Chat graves, FTS index, andremote_config.jsonstay on the machine. Seeabi/REMOTE.md. - Hybrid search:
search_memorydoes exact substring first, then FTS5 fill.get_relatedfollows frontmatterrefs/supersedes/same_as. Index is disposable — delete it, rebuild, same files. - 15 MCP tools: vault clerk only. Ingest, session snap/grep/tail, and baton/chronicle are out of MCP. Ingest is CLI. Conversations belong to agents-traces.
- Distill loop:
get_staging_inbox→distill_batch/auto_distill. Catalog is titles + paths (chats-index.md). Bodies never become memory. - Always-on stays short: one line per project in inject. Detail via
search_memory/get_project_memories.sync --initsplices hostAGENTS.mdbetween HTML comment markers (your text outside the markers stays). - CLI: grouped
--help, full--help-jsoncatalog, vault mirrors (write/delete/related).extract-openaiis deprecated →ingest extract.
Breaking (MCP)
Dropped from the clerk: ingest_*, session_*, get_baton / set_baton / append_chronicle, plus duplicate verbs (search_hybrid, rebuild_index, promote_bullet, suggest_links, check_memory_freshness). FTS lives inside search_memory. Rebuild the index with CLI rebuild-index or on MCP start.
Quickstart
pip install agents-memory && agents-memory sync --initScaffolds ~/.agents/memory/, autowires MCP into installed IDEs, and registers assistant skills.
Tip
🤖 Agent-Driven Setup:
Give your coding agent this repo (clone or URL), then tell it to "install and set up agents-memory."
Source checkouts: vand.
Resources
- PyPI: pypi.org/project/agents-memory/1.1.0
- ABI: abi/
- Changelog: CHANGELOG.md
- Repo: github.com/Lolaplex/agents-memory
Full Changelog: v1.0.0...v1.1.0
Full Changelog: v1.0.0...v1.1.0
Full Changelog: v1.0.0...v1.1.0