rayca.org
rayca-memory exposes 7 public tools on this MCP endpoint.
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Last probed Sep 18, 2026 · mcp.rayca.org
7tools discovered
Recall Episodes
READ — top-k episodic memories for a query (PP-3), each with provenance.
Query Facts
READ — semantic facts matching a {s,p,status} pattern (PP-4), bi-temporal, with provenance.
Retrieve Procedures
READ — top-k procedures for a task context (PP-5), status-filtered, with provenance.
Recall Institutional
READ — recall institutional evidence (who-knows-what: team, expert, provenance and hand-over knowledge) from the instit…
Route
READ — which memory layers a query should be answered from (PP-7 router).
Append
WRITE (append-only) — append an immutable record.
Supersede
WRITE (append-only) — write a NEW version linking new→old (the old row is never altered; there is no in-place update).
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Directory coverage for brandsrayca-memory exposes 7 public tools on this MCP endpoint.
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MCPBundles probed 7 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
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