MCP server starters · Rank #40
marm-memory
Grade B: derived only from the two verdicts below. How grades work
Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.
Why this verdict
How we check →- 755 commits by 14 contributors in the last 90 days (405 in the last 30). receipt ↗
- Latest release v2.60.1, 6 days ago. receipt ↗
Snapshot: commit 97871d5 on MARM-main, checked 2026-10-19 07:10 UTC. Receipts link to files at this exact commit.
- Manifest not found: package.json
What the README says you get
- APIHTTP and STDIO transports
All 16 tools work over HTTP and STDIO
- DeployDocker deployment
Pip, Docker, STDIO, HTTP, and managed swarm, swarm-max, and trusted profiles
- OtherPersistent agent memory
gives your agents a private, shared memory
- OtherCore memory tools
Core Memory (8 tools) stores conversations, notes, notebook entries, and summaries
- OtherCode graph tools
Code Graph (6 tools) maps your repository
- OtherConcept graph tools
Concept Graph (2 tools) connects people, decisions, errors, and ideas
- OtherMulti-agent shared memory
Your agents share the same local memory across sessions
- OtherRepository indexing
Index local repositories, inspect architecture, impact, coverage, decisions
- OtherTranscript distillation
Turn transcripts into durable-memory proposals
- OtherClient connection setup
Setup connects Claude Code, Claude Desktop, Cursor, VS Code, Codex CLI
- OtherIntegrated terminal
docked terminal provides a real local shell with persistent sessions
- OtherSemantic recall
FTS filter, semantic re-rank, bounded semantic fallback
- UIBundled web console
Run marm-memory console to open the bundled web app
Extracted from the kit's README by a local AI model (deepseek-flash) on Oct 19, 2026. Every item is checked against an exact README quote; 1 unverifiable item was discarded. A README claim is the maker's description, not something we tested.
Watch marm-memory
Get told if it goes dormant, gets archived, falls further behind on a core dependency, or changes its license or price.
History
Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.
Show as a table
| Date | Maintenance | Dependencies | Commits (90d) |
|---|---|---|---|
| Oct 19, 2026 | Active | Deps unknown | 755 |
| Oct 12, 2026 | Active | Deps unknown | 844 |
| Sep 29, 2026 | Active | Deps unknown | 725 |
Sources
Every claim on this page comes from these public records, checked . Open them to verify.
- Commit history ↗ default branch (MARM-main) at the checked commit: pulse, contributors, last commit
- Releases ↗ latest release
- package.json ↗ declared dependency versions and stack (at commit 97871d5)
- README ↗ quoted features at the checked commit