About Hebbrix MCP
Hebbrix MCP is an MCP server in the RAG category: hebbrix MCP server — long-term memory and knowledge graph for any MCP-compatible agent (Claude Desktop, Cline, Cursor, Continue).
Install
git clone https://github.com/Hebbrix/hebbrix-mcpThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (29)
hebbrix_account_statusTier, usage, limits, and expiry.
Parameters not published.
hebbrix_ask**One-call GraphRAG.** Ask a natural-language question; it searches memory, synthesizes an answer with an LLM, and cites the memory ids it used. If synthesis abstains while authoritative search has grounded evidence, it returns that evidence as `synthesis_status: "retrieval_only"` instead of silently losing recall or pretending synthesis succeeded.
Parameters not published.
hebbrix_choose_actionSafely choose among repeatable strategies and create
Parameters not published.
hebbrix_confidenceHow confident should the agent be before acting? Grounded in memory + past outcomes.
Parameters not published.
hebbrix_contradictionsSurface facts that conflict with each other.
Parameters not published.
hebbrix_create_procedureStore a scoped condition/action procedure.
Parameters not published.
hebbrix_delete_procedureIdempotently delete a procedure and its executions. The API returns the same 204 for deleted, absent, and foreign-tenant IDs so the tool cannot reveal another tenant's identifier.
Parameters not published.
hebbrix_entity_timelineWhat was true about an entity, and when.
Parameters not published.
hebbrix_execute_procedureExecute a procedure and record the execution.
Parameters not published.
hebbrix_exportExport a whole collection (memories + graph entities + profile) as JSON or Markdown, in one call.
Parameters not published.
Show all 29 tools
hebbrix_extraction_statusPoll a smart-ingestion job until its created/updated memories or terminal error are available.
Parameters not published.
hebbrix_forgetDelete a memory by id.
Parameters not published.
hebbrix_getFetch one memory by id, with metadata.
Parameters not published.
hebbrix_graph_queryTraverse relationships out from a named entity; pass a `timestamp` for point-in-time truth. Results are trimmed (from/to/type/valid_from), not raw backend payloads. (Free-text questions: use `hebbrix_ask`.)
Parameters not published.
hebbrix_graph_statusCheck one memory's asynchronous graph readiness, optionally polling for up to 30 seconds. Readiness comes from durable, source-revision-bound delivery acknowledgements—not elapsed time, search readiness, or an empty graph query. It distinguishes successful enrichment with no related facts from a still-processing, failed, or temporarily unreadable graph.
Parameters not published.
hebbrix_historySee how a memory changed over time.
Parameters not published.
hebbrix_importThe inverse of export: import a list of facts, an export JSON, or notes/markdown into a collection (restore a backup, migrate, or seed from `CLAUDE.md`).
Parameters not published.
hebbrix_learning_insightsInspect posterior probabilities, credible
Parameters not published.
hebbrix_listList recent memories.
Parameters not published.
hebbrix_list_collectionsList the memory spaces this key can use.
Parameters not published.
hebbrix_log_decisionRecord a decision and its outcome; feeds future confidence. Right after a `hebbrix_confidence` check you can log just the `outcome` — the description auto-fills from what you asked.
Parameters not published.
hebbrix_mark_usedReinforce a memory you actually used (`helpful=True` strengthens it, `False` weakens it) so recall improves over time.
Parameters not published.
hebbrix_rememberStore a fact, decision, or preference.
Parameters not published.
hebbrix_remember_manyStore **many** facts in one call (one round-trip, one rate-limit hit). Pass `facts` (list of strings). Falls back to sequential writes on free/agent tiers.
Parameters not published.
hebbrix_report_outcomeClose that decision loop later with `success`, a
Parameters not published.
hebbrix_searchSemantic search (hybrid vector + BM25 + graph retrieval).
Parameters not published.
hebbrix_search_entitiesList known entities (people, orgs, tools, places).
Parameters not published.
hebbrix_updateCorrect a memory **in place** (old versions are kept).
Parameters not published.
hebbrix_update_procedureUpdate mutable fields; ownership scope is immutable.
Parameters not published.
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