mallory-grapher

A headless, DOM-less session runtime for the mallory family's reactive compute graph (CellGraph), agent-drivable over MCP.

Why this exists

mallory-graph's in-page WebMCP tools (useCellGraphTools: ${prefix}_list_cells/get_cell/set_cell) already let an agent drive a live, reactive CellGraph — but only from inside a rendered browser tab. The server-side MCP endpoint mallory-graph ships today (mallory-mcp, packages/mcp in mallory-plus) only covers stateless math tools (Symbolic eval, guarded tensor/linalg) plus read-only, serialized gallery access (gallery_list/gallery_get read NotebookState.blocks[] JSON — no computed/derived-cell evaluation, no reactivity).

Real session parity — "an agent could run an entire modeling session headlessly" — means running the reactive compute graph itself server-side, with no DOM/React tree at all. That's a materially different, bigger project than either of the above, so it lives here instead of inside mallory-graph.

Split out of mallory-graph#163 after that issue's own audit trail: a feasibility spike (cell-graph-headless-spike.test.ts) already confirmed CellGraph itself has zero window/document references — set/define/get/ subscribe/subscribeAll are plain data-structure + closure code. What doesn't exist yet is the actual session API around it.

Related MCP server: chuk-mcp-runtime

Relationship to mallory-graph

Optional, not coupled. mallory-grapher does not depend on mallory-graph, and mallory-graph does not need to depend on mallory-grapher to function. mallory-graph may choose to mount a mallory-grapher-backed MCP route the same way it mounts mallory-mcp today (src/routes/api.mcp.ts) — a separate integration issue, not a prerequisite for this repo to exist or ship v1.

Concretely, this repo owns:

• The headless session runtime (open a session, drive its cells, read results) — no rendering, no React, no DOM.

• An MCP tool surface over that runtime.

It deliberately does NOT own:

• Canvas/WebGL rendering — session parity is about the same get/set/list contract WebMCP already gives an in-page agent, not pixels.

• mallory-graph's specific panel components, gallery storage, or UI.

What's known so far (carried over from #163's audit)

• CellGraph's core (cell-graph.ts in mallory-graph, ~500 lines) has no structural blocker to running headless — proven empirically, not just asserted.

• Most panels' useXGraph() seed step reads window.location.hash / getComputedStyle for URL-state hydration and theming. Both are already guarded with typeof window !== "undefined" checks (existing SSR-safety code), so they degrade gracefully rather than crash — but a real agent-drivable session needs a way to seed state from something other than a browser's URL bar (an MCP tool argument, presumably).

• Write-path auth precedent: mallory-graph's gallery_save tool (#163 item 1, shipped) is gated OFF by default behind an explicit env var (MALLORY_GRAPH_ENABLE_MCP_WRITE=1), mirroring llmtm's LLMTM_HUB_ENABLE_* convention. A session-runtime write surface should follow the same default-off, explicit-opt-in posture.

Status

v1 implemented. docs/design.md is the settled design; the session runtime, op catalog, MCP tool surface, and both transports are built and tested.

Usage

# stdio (the transport MCP hosts speak natively -- e.g. `claude mcp add`)
npx mallory-grapher

# Streamable HTTP on http://localhost:3920/mcp (or a custom port)
npx mallory-grapher --http
npx mallory-grapher --http 8123

Tools: session_open (kind generic or graph-theory), session_close, session_list, session_set_cell, session_get_cell, session_list_cells, session_define. Computed cells are declared as JSON define-specs over a server-side op catalog (math_eval, graph_parse_edge_list, graph_analyze, graph_bfs/dfs/dijkstra) with {"$cell": "name"} live references — see docs/design.md §5.

Resource guards default modest and are overridable: MALLORY_GRAPHER_MAX_SESSIONS (16), MALLORY_GRAPHER_MAX_CELLS (512), MALLORY_GRAPHER_EVAL_BUDGET_MS (250), MALLORY_GRAPHER_MAX_PAYLOAD_BYTES (262144).