Growmos MCP server

growmos

A living knowledge graph that grows with your repo. Shared, provenance-carrying memory for humans and AI agents — plug & play with Claude Code, Codex, Grok, Cursor, Gemini, or any MCP-capable CLI. Zero dependencies. MIT.

"Each agent's memory dies with its context window." growmos is the layer underneath: the

durable, queryable world model that lets today's session pick up where yesterday's left off —

and lets five agents share one picture of the codebase without passing it through anyone's

context window.

Built by Codician as an open, tool-agnostic implementation of the knowledge-graph methodology described in Knowledge Graph Engineering for Multi-Agentic Systems: The Anthropic Playbook (extraction → resolution → assembly → querying, with an evaluation loop closing the circle). See METHODOLOGY.md for the full methodology.

docs, ADRs, READMEs, sessions ──▶ 1. Extraction ──▶ 2. Resolution ──▶ 3. Assembly ──▶ 4. Querying
                                     (agent packet)    (agent packet)    (deterministic)  (grounded answers,
                                                                                            edge citations)
                     ▲                                                                            │
                     └──────────────── growmos remember / link / journal  ◀── agents develop ◀────┘
                                       evaluation loop: change prompt → growmos eval → watch F1 move

▶ Live demo — click around growmos's own graph · Apollo corpus demo · site growmos view — after a few days of development, this is what lays in your graph: hubs sized by degree, colored by type, every edge with provenance, profiles on click.

Why

Multi-agent systems and long-running coding sessions share one weakness: memory dies with the context window. RAG surfaces chunks but cannot chain facts. A knowledge graph — entities as nodes, short-verb-phrase relations as edges, every edge carrying provenance — turns multi-hop questions ("what depends on the thing we replaced in ADR-7, and who owns it?") into graph traversal, gives evaluators ground truth instead of vibes, and survives restarts.

growmos makes that a living organism inside your repo:

Shortened. The full README is on GitHub.