Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add ibuilder/massing --skill mcp-skillsgit clone --depth 1 https://github.com/ibuilder/massingWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ibuilder/massing/mcp-skills)<a href="https://agentmods.dev/skills/ibuilder/massing/mcp-skills"><img src="https://agentmods.dev/badge/skills/ibuilder/massing/mcp-skills.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00090 | $0.01137 |
| Opus 5 | $0.00045 | $0.00568 |
| Sonnet 5 | $0.00018 | $0.00227 |
| Haiku 4.5 | $0.00009 | $0.00114 |
Grade A, and why
massing-bim scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 78 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Massing over MCP
Massing exposes an offline-first MCP server (services/api/mcp_server.py)
that lets you drive a real project through the same engines the web UI and HTTP API use — every read
is grounded in the project's own data and every write goes through the identical validation, guardrail,
and audit path. You never guess from memory; you call a tool and report what it returns.
Connect
pip install "mcp[cli]"
cd services/api
PYTHONPATH=src DATABASE_URL=postgresql://… python mcp_server.py # stdio server
Claude Desktop (claude_desktop_config.json):
{ "mcpServers": { "massing": {
"command": "python",
"args": ["/path/to/services/api/mcp_server.py"],
"env": { "PYTHONPATH": "/path/to/services/api/src",
"DATABASE_URL": "postgresql://user:pass@host/db",
"AEC_RBAC": "1", "AEC_MCP_USER": "[email protected]" } } } }
Set AEC_MCP_USER to the acting identity when AEC_RBAC=1: reads are then scoped to that user's member
projects and write tools require editor role — the agent can never do what the person couldn't.
Tools
| Tool | Kind | What it does |
|---|---|---|
list_projects |
read | projects you can see (id + name) |
project_snapshot |
read | cross-module status: RFIs, submittals, COs, punch, safety, schedule + budget KPIs, risk headline |
list_records |
read | records of any module (rfi, submittal, information_container, schedule_activity, …) |
cde_status |
read | ISO 19650 CDE container discipline |
bim_kpi_scorecard |
read | the 10-category BIM KPI scorecard |
openbim_quality |
read | LOIN / IDS / export-health / bSDD (needs a loaded model) |
standards_check |
read | run iso19650 | cobie | ids | uniclass — clause-referenced findings + a readiness score |
list_recipes |
read | the authoring-coverage matrix — every recipe run_recipe can drive, by category + IFC output |
schedule_risk |
read | Monte Carlo P10/P50/P80/P90 completion, criticality index, delay drivers |
carbon_report |
read | A1–A3 embodied carbon per element + Buy Clean limits + LEED inventory (needs a model) |
permit_readiness |
read | submission-readiness over egress + approvability + code analysis + sheet coverage (needs a model) |
drawing_qa |
read | drawing-set QA — duplicate/gap numbers, titleblock, issuance hygiene, model cross-checks |
create_rfi |
write | create an RFI |
run_recipe |
write | drive a GUID-stable authoring recipe (add_wall, add_column, set_pset, …), saving an audited version |
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 7d ago First seen · 78 lines · 90 tokens per session scan A 58ae9cc0f342
massing-bim is a skill published in the GitHub repository ibuilder/massing (134 stars, last pushed yesterday), licensed MIT. It adds 90 tokens to every session and 1,137 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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