Mmcp.market

Memory Fabric MCP server

by elViRafa·io.github.elViRafa/memory-fabric·v1.4.1

File-first, local-first MCP memory for AI coding assistants: Markdown + YAML, no vector DB.

A92/100grade A
What users say
No reviews yet
Be the first
Safety scan
A92/100

full report

Adoption
Growing

2 stars212 downloads/wk

Reviews

Write one

Nobody has reviewed Memory Fabric yet.

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

Memory Fabric tools (21, 8 write)

write = sends, deletes, buys or posts

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

  • apply_dream_results_tool

    Apply consolidation results generated by the client-agent's LLM run.

  • context_for_task_tool

    Return a task-scoped memory pack: steering + top-k ranked store entries.

  • delete_memory_store_toolwrite action

    Remove a memory-store file by its semantic path.

  • dream_toolwrite action

    Run the Dreaming consolidation pass over memory files.

  • drop_review_toolwrite action

    Drop a pending capture from the review queue (marks it dropped).

  • evaluate_dream_quality_tool

    Score the quality improvement produced by a Dream run.

  • evaluate_memory_fabric_tool

    Evaluate the overall quality of the Memory Fabric for this project.

  • initialize_memory_fabric_tool

    Bootstrap Memory Fabric in the project at *cwd*.

  • keyword_search_tool

    Search all memory files by keyword and return ranked results.

  • list_memory_store_tool

    List files in the memory store, optionally filtered by prefix and/or tags.

  • list_pending_reviews_tool

    List ``review_status: pending`` / ``needs-review`` captures waiting to be promoted.

  • prepare_dream_payload_tool

    Prepare prompt and payload for client-agent to perform consolidation.

  • promote_review_tool

    Promote a pending capture into architecture/, decisions/, or failures/.

  • propose_memory_patch_toolwrite action

    Preview a proposed memory update as a unified diff without writing to disk.

  • read_combined_context_tool

    Load and assemble the full memory context for the project.

  • read_memory_store_tool

    Read a single memory-store file by its semantic path.

  • read_section_tool

    Read a single flat memory section file by name.

  • write_failure_memory_toolwrite action

    Record an error -> fix pair. Call this immediately after fixing a bug.

  • write_local_memory_toolwrite action

    Write or append content to a flat steering/directive section file.

  • write_memory_store_toolwrite action

    Write a memory file to a semantic store path (e.g. 'architecture/decisions/auth-service').

  • write_session_journal_toolwrite action

    Append a timestamped session journal to the episodic memory store.

Public scan report

scanner v0.1.9 · 2026-09-20 · same rubric, same numbers if you re-run it

no findings
  • Code scan54 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 15 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 92/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

claude mcp add memory-fabric -- uvx memory-fabric
Add to Cursor

Memory Fabric: common questions

Is Memory Fabric MCP server safe?
Yes, by our scan: it is graded A (92/100). Read the Memory Fabric safety report
How do I install Memory Fabric?
It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does Memory Fabric need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Memory Fabric maintained?
The last commit was 15 days ago (2026-09-05). The latest release is v1.4.1.
What can I use instead of Memory Fabric?
Servers from other publishers that do the same job: IWE MCP server, Total Agent Memory MCP server and Projectmem MCP server. Compare all Memory Fabric alternatives.

Alternatives to Memory Fabric

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

All Memory Fabric alternatives →
  • IWE
    Markdown knowledge base as agent memory. Runs against the notes directory it is started in.
    A
  • Total Agent Memory
    Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall
    A
  • Projectmem
    Coding agent memory — one local MCP server for every project. Warns before repeating failed fixes.
    A
  • adrkit decision memory
    Deterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.
    A
  • rag-rat
    Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.
    B

More from elViRafa