Compound Memory

Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/chinwe-compound-memory

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What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 25, 2026.

Tools

2 read · 2 write · 0 delete · 1 not yet classified

Secrets

None asked for

Install scripts

None found

Runs as

Python package

Tools (5)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

• memory_feedback

  Report feedback on a memory with an outcome (closes the compounding loop — call after actually adopting a memory). Every outcome advances uses and last_used. outcome: 'success' (default, the memory worked), 'failure' (it misled you — confidence drops 0.2, floor 0.05), 'contradiction' (you dispute it — confidence frozen and a review entry is queued pending adjudication), 'obsolete' (it is superseded — archived immediately), 'unknown' (records the event only: confidence does not move). Anything else is rejected. Success raises confidence (+0.1; extra +0.15 when a different agent validates for th…

• memory_get

  Fetch a memory by id; one-hop link neighbors are included by default. reader: your own source agent id — required when the memory lives in a private 'agent-<name>' namespace (readable only by its owner host). project: your workspace project slug — get-by-id itself is always readable regardless of project, but embedded neighbors are filtered to global ones plus your project's. After adopting it, call memory_feedback (agent = your source id).

• memory_link

  Create a bidirectional link between two memories (compounding source #2: association). Both memories must live in the same namespace; cross-namespace links are rejected. Memories in a private 'agent-<name>' namespace accept links only from the owner (agent = your own source agent id).

• memory_search

  Search memories. Fuses lexical (BM25) and, when the vec extra + model are installed, vector (BGE) recall via RRF; otherwise falls back to lexical only. The response always includes `retrieval` `{mode, reason}`: mode is `vector` or `lexical`, and reason is set when the vector channel is off or the last recall failed (embedder-unavailable, engine-unavailable, or degraded) so a lexical-only fallback is visible without a separate tool. Each hit's 'similarity' field carries the normalized RRF fusion score (fused/rrf_max) in dual-channel mode, or the normalized BM25 score in lexical-only (linear) mo…

• memory_write

  Description is built at runtime.

Signals

Stars

1

Forks

0

Open issues

0

Weekly downloads

474

Last commit

Oct 22, 2026 (9 days ago)

Last release

Oct 25, 2026 (6 days ago)

Last package publish

Oct 22, 2026 (9 days ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name

io.github.chinwe/compound-memory

Version

0.5.11

Auth

No auth

Packages

pypi compound-memory

License

MIT

Repository

github.com/chinwe/compound-memory

First seen

Oct 24, 2026

Last checked

Oct 25, 2026

Source

Official MCP Registrygithub-graphql