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SMRITI Memory MCP server

by smriti-memcore·io.github.smriti-memcore/smriti-memory·v1.4.28·3 stars
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Neuro-inspired long-term memory for AI agents with semantic graph and consolidation.

A91/100grade A
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Safety scan
A91/100

full report

Adoption
New

3 stars

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If you have run it, two minutes of your experience saves the next person an afternoon.

SMRITI Memory tools (19, 1 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • amp.consolidate

    [Write / State-Modifying] Trigger backend consolidation. (AMP Full verb)

  • amp.encode

    [Write / State-Modifying] Store a new memory for an agent. (AMP Core verb)

  • amp.forget

    [State-Modifying / Archive] Permanently forget a memory. (AMP Core verb)

  • amp.pin

    [Write / State-Modifying] Mark a memory as permanent — it will never be decayed or archived. (AMP Full verb)

  • amp.recall

    [Read-Only] Retrieve memories relevant to a query. (AMP Core verb)

  • amp.stats

    [Read-Only] Return backend statistics. (AMP Core verb)

  • smriti_consolidate

    [Write / State-Modifying] Run a consolidation cycle to organize and strengthen memories.

  • smriti_create_private_roomwrite action

    [Write / State-Modifying] Create a private semantic room in the palace.

  • smriti_encode

    [Write / State-Modifying] Encode information into SMRITI long-term memory.

  • smriti_forget

    [State-Modifying / Archive] Gracefully forget a memory by archiving it.

  • smriti_get_context

    [Read-Only] Get formatted working memory context for injection into a prompt.

  • smriti_get_suggestions

    [Read-Only] Get proactive suggestions from SMRITI's ambient monitor.

  • smriti_how_well_do_i_know

    [Read-Only] Assess confidence about a topic.

  • smriti_knowledge_gaps

    [Read-Only] List topics SMRITI knows it doesn't know.

  • smriti_open_ui

    [Side-Effect / Launch UI] Launch the interactive Memory Browser UI in the user's default web browser.

  • smriti_pin

    [Write / State-Modifying] Mark a memory as permanent — it will never be decayed or forgotten.

  • smriti_recall

    [Read-Only] Recall memories relevant to a query.

  • smriti_stats

    [Read-Only] Get comprehensive SMRITI system statistics.

  • smriti_sync_obsidian

    [Write / File Export] Export the current Semantic Palace to an Obsidian vault.

Public scan report

scanner v0.1.10 · 2026-11-03 · same rubric, same numbers if you re-run it

no findings
  • Code scan31 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 11 days ago15/15
  • Maintainer identityregistry namespace matches repository owner7/10
Overall 91/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How SMRITI Memory compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
91/100
higher than 85% of 48,255 servers
Tools
19
the typical server has 7
Tools that change things
5%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
3
more than 80% of 28,688 servers

What its tools let an agent do: 18 read · 1 change

Release history: 2 versions in the registry since 2026-08-19, latest 2026-10-22, typically one every 65 days.

Install SMRITI Memory in Claude Code, Cursor or VS Code

claude mcp add smriti-memory -- uvx smriti-memcore
Add to Cursor

What the publisher says

From the SMRITI Memory repository's README, as published. We do not edit it. Read it on GitHub

SMRITI Memcore

Enterprise-grade, privacy-first Long-Term Memory (LTM) engine for LLM agents, multi-agent frameworks, and MCP clients.

🌐 www.smriti-memcore.com

<!-- mcp-name: io.github.shivamtyagi18/smriti-memory -->

💡 What is SMRITI?

SMRITI is a high-performance, neuro-inspired long-term memory layer designed to give AI agents persistent, adaptive recall without blocking their real-time execution loop.

Inspired by human Dual-Process cognitive theory, SMRITI splits memory operations into:

  1. System 1 (Immediate Heuristics): Decoupled, millisecond-level ingestion of raw interactions into an append-only Episode Buffer.
  2. System 2 (Async Consolidation): Background LLM-driven consolidation that extracts knowledge graphs, resolves contradictions, identifies skills, and decays weak memories.

⚔️ SMRITI vs. Naive RAG & Vector Databases

🚀 Key Capabilities

  • 🧠 Dual-Process Performance: Zero-blocking real-time loops. Write immediately, analyze when idle.
  • 🔒 Privacy-First (Private Rooms): Create local semantic rooms whose memories are automatically excluded from shared/team-wide sync.
  • 🔌 Model Context Protocol (MCP): Native MCP server integration with Claude Code, Claude Desktop, Gemini Antigravity, and Codex.
  • 📦 AMP v1.0 Spec Compliant: Drop-in compatibility with any agent framework conforming to the Agent Memory Protocol.
  • 📊 Visual Graph Explorer: Clean D3.js-based visualization interface with Prometheus metrics monitoring.
  • 📂 Obsidian Vault Integration: Automatically syncs your agent's memory graph into an Obsidian vault for human curation.
  • 🧩 Framework Agnostic: Integrates natively with LangChain, LlamaIndex, CrewAI, and AutoGen.

🧠 Core Architecture

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Grade history

  • 2026-11-03restoreB → Ascore 91

SMRITI Memory: common questions

Is SMRITI Memory MCP server safe?
Yes, by our scan: it is graded A (91/100). Read the SMRITI Memory safety report
How do I install SMRITI Memory?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does SMRITI Memory need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is SMRITI Memory maintained?
The last commit was 12 days ago (2026-10-23). The latest release is v1.4.28.
What can I use instead of SMRITI Memory?
Servers from other publishers that do the same job: Nautilus Compass Memory MCP server, Codebase Memory MCP server and Neo4j Memory MCP server.
How does SMRITI Memory compare with other MCP servers?
safety score 91/100 (higher than 85% of 48,255 servers); tools 19 (the typical server has 7); tools that change things 5% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to SMRITI Memory

Same job from other publishers: the closest match first, then the best rated.

  • Nautilus Compass Memory
    Local-first long-term memory for AI agents, with byte-recomputable signed verification receipts.
    B
  • Codebase Memory
    Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
    C
  • Neo4j Memory
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    A
  • State Memory MCP
    Persistent workflow graph server tracking tasks, decisions, spatial entities, and blockers.
    A