SMRITI 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/smriti-memcore-smriti-memory

About

Use cases: agent-memory, knowledge-base

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Permissions

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

Tools

8 read · 8 write · 0 delete · 3 not yet classified

Secrets

None asked for

Install scripts

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Runs as

Python package

Tools (19)

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

• amp.consolidate

  [Write / State-Modifying] Trigger backend consolidation. (AMP Full verb) depth: "light" (fast) or "full" (thorough). Returns {status: "ok", memories_processed: int}.

• amp.encode

  [Write / State-Modifying] Store a new memory for an agent. (AMP Core verb) force=True bypasses the salience gate and always stores. private=True marks the memory as private (excluded from team consolidation sync). Returns {status: "stored", id: "..."} or {status: "below_threshold"}. IMPORTANT — encoding discipline. Label unverified diagnoses as hypotheses, not facts. Cite the evidence (file:line, sha, tool output) for any factual claim. A fix that made one test pass is a hypothesis with a passing test, not a confirmed root cause. Re-label or remove memories that turn out wrong rather than le…

• amp.forget

  [State-Modifying / Archive] Permanently forget a memory. (AMP Core verb) Returns {status: "forgotten"} or {status: "not_found"}.

• amp.pin

  [Write / State-Modifying] Mark a memory as permanent — it will never be decayed or archived. (AMP Full verb) Returns {status: "pinned"} or {status: "not_found"}.

• amp.recall

  [Read-Only] Retrieve memories relevant to a query. (AMP Core verb) Returns {results: [{id, content, score, timestamp, status}, ...]}. Archived memories are excluded by default.

• amp.stats

  [Read-Only] Return backend statistics. (AMP Core verb) Always includes memory_count (int). May include episode_buffer and retrieval stats.

• smriti_consolidate

  [Write / State-Modifying] Run a consolidation cycle to organize and strengthen memories. depth="light": chunking + conflict detection only (fast, safe to call often) depth="full": all 8 consolidation processes (thorough, use periodically) Note: "defer" is intentionally excluded — it means "let the scheduler decide" and is not useful as an explicit call.

• smriti_create_private_room

  [Write / State-Modifying] Create a private semantic room in the palace. The room itself is marked private. Use this to organise a topic that should never be promoted to team-level consolidation sync. To store a private memory, encode it with private=True — room visibility is not automatically inherited by memories at encode time. Returns {"room_id": ..., "topic": ..., "visibility": "private"}.

• smriti_encode

  [Write / State-Modifying] Encode information into SMRITI long-term memory. force=True bypasses the Attention Gate salience check and unconditionally stores. Returns the memory_id if stored, or {"memory_id": null, "status": "discarded"} if the Attention Gate determined the content has insufficient salience. source: "direct" (default), "user_stated" (highest trust, confidence=1.0), "inferred", or "external" modality: "text" (default), "code", "image", "structured" private: if True, memory is marked private and excluded from team consolidation sync IMPORTANT — encoding discipline. Labe…

• smriti_forget

  [State-Modifying / Archive] Gracefully forget a memory by archiving it. Sets memory status to ARCHIVED (not deleted — a record remains). Returns {"status": "archived", "memory_id": ...} on success, or {"error": ...} if the memory_id is not found.

• smriti_get_context

  [Read-Only] Get formatted working memory context for injection into a prompt. Returns the current capacity-bounded working memory (7±2 slots) as a formatted string ready to prepend to a system prompt or user message.

• smriti_get_suggestions

  [Read-Only] Get proactive suggestions from SMRITI's ambient monitor. Returns a list of memory dicts — patterns and insights surfaced from background consolidation that may be relevant to the current context.

• smriti_how_well_do_i_know

  [Read-Only] Assess confidence about a topic. Returns 5 confidence dimensions (coverage, freshness, strength, depth, overall) and a decision: "recall_confidently", "recall_but_verify", or "admit_gap_and_ask". Uses two internal calls: confidence_map() for dimensions, should_recall_or_ask() for the decision — these are separate MetaMemory methods.

• smriti_knowledge_gaps

  [Read-Only] List topics SMRITI knows it doesn't know. Returns gap dicts with keys: topic, context, discovered_at (ISO string), resolved (bool). Gaps are registered when recall returns empty or confidence is below threshold.

• smriti_open_ui

  [Side-Effect / Launch UI] Launch the interactive Memory Browser UI in the user's default web browser. Use this when the user asks to see, visualize, or browse their memories. The UI runs locally and provides a visual graph of the Semantic Palace.

Signals

Stars

3

Forks

0

Open issues

4

Weekly downloads

423

Last commit

Oct 23, 2026 (8 days ago)

Last release

Oct 22, 2026 (8 days ago)

Last package publish

Oct 22, 2026 (8 days ago)

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

Details

Registry name

io.github.smriti-memcore/smriti-memory

Version

1.4.28

Auth

No auth

Packages

pypi smriti-memcore

License

MIT

Repository

github.com/smriti-memcore/smriti-memcore

First seen

Oct 24, 2026

Last checked

Oct 24, 2026

Source

Official MCP Registrygithub-graphql