Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Manufacturing BI from your AI client: dashboards, OEE, spreadsheets, scheduling, text-to-CAD.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://api.i40pilot.app/mcpRun this in your terminal
claude mcp add --transport http i40pilot https://api.i40pilot.app/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"i40pilot": {
"url": "https://api.i40pilot.app/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"i40pilot": {
"type": "http",
"url": "https://api.i40pilot.app/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://api.i40pilot.app/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account DigitalFactoryFr, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 14 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, FactLot
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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Build manufacturing dashboards, OEE reports, schedules and 3D parts from Claude, ChatGPT, Cursor or any MCP client.
i40Pilot is an industrial BI platform. This repository documents its hosted Model Context Protocol server. Point your client at one URL, sign in, and your AI assistant can read and build in your i40Pilot project.
https://api.i40pilot.app/mcp
No install, no API key to copy: the server uses OAuth 2.1 (PKCE, dynamic client registration). You choose the project and read-only or read-write access on the consent screen, and you can revoke it at any time.
🇫🇷 *Serveur MCP hébergé d'i40Pilot : collez l'URL ci-dessus dans votre client IA, connectez-vous, choisissez le projet
et le niveau d'accès. Votre assistant peut alors lire et construire tableaux de bord, TRS/OEE, plannings et pièces 3D.*
https://api.i40pilot.app/mcp → *Connect*. Sign in or create a free account, pick a project.Schedule — *Plan a gearbox overhaul with i40Pilot: lock-out 1 h, drain 1.5 h, dismantle 3 h, bearings 2.5 h (needs dismantle and the parts delivery, 4 h, which starts at once), sensor check 1 h after lock-out, reassembly 2 h after bearings and sensors, tests 1.5 h. What is the critical path, and how much slack does each task have?*
3D — *With i40Pilot, model a gear motor on a steel base: motor, flange, cast-iron housing welded to its foot, keyed output gear, every bolt a real joint. Then show me a render.*
Dashboard — first bring the sample data in: download
examples/data/machine-downtime-sample.xlsx(199 stops, 9 machines, 3 lines, September) and import it in i40Pilot → *Spreadsheets*. Then ask: *Using my i40Pilot workbook "machine-downtime-sample", build a downtime dashboard: total stop minutes, a Pareto of causes, minutes per line and machine, planned vs unplanned.*
In Claude Code or Cursor, skip the manual import: the agent can upload the file itself (
drive_create_upload_url, thenspreadsheet_create_workbook_from_file). The Claude.ai chat cannot send a file to a URL, hence the import step there.
| App | Ask your AI client… |
|---|---|
| 📊 Dashboards & OEE | *"Connect my production database and build an OEE cockpit per line: availability, performance, quality, a Pareto of stop causes."* |
| 📈 Spreadsheets | *"Read the downtime workbook I uploaded and add a column with the stop duration in minutes."* |
| 🗓️ Gantt & scheduling | *"Plan the gearbox overhaul: these 8 tasks, these dependencies — what is the critical path and where is the slack?"* |
| 🧊 3D design (text-to-CAD) | *"Model a gear motor on a steel base, every bolt a real joint, and show me a render."* |
| 📅 Calendar | *"Book the overhaul on the maintenance calendar and invite the two technicians."* |
| 📝 Forms | *"Add a 'root cause' dropdown to the stop-declaration form."* |
| 🔄 Power BI | *"Export this dashboard to Power BI."* |
Ask for a result and Claude can show it right in the conversation with i40pilot_show — a dashboard, a 3D drawing, a Gantt — with a button to open it in i40Pilot.
| Client | How |
|---|---|
| Claude.ai / Claude Desktop | Settings → Connectors → *Add custom connector* → paste the URL → *Connect* |
| ChatGPT | Settings → Connectors → *Create* → paste the URL → OAuth |
| Claude Code | claude mcp add --transport http i40pilot https://api.i40pilot.app/mcp then /mcp to sign in |
| Cursor | add examples/cursor-mcp.json to .cursor/mcp.json |
| VS Code | add examples/vscode-mcp.json to .vscode/mcp.json |
| Scripts / services | a static project token, see docs/static-token.md |
You need an i40Pilot account — create one free.
All 58 tools work on the free plan — no credit card:
Need more? Paid plans raise both limits — see i40pilot.app.
58 tools across 9 areas. Full list: docs/tools.md.
| Area | Examples |
|---|---|
| Find | brain_search — search or list every resource of the project: drawings, Gantt plannings, dashboards, documents, forms… |
| Show & follow | i40pilot_show — display a resource in the conversation; i40pilot_job_status — status of a long job |
| Dashboards (BI) | bi_create_dashboard, bi_add_widget, bi_run_dashboard_agent, bi_export_powerbi |
| Data sources | bi_create_data_source_from_template, bi_introspect_schema, bi_create_dataset, bi_add_computed_column |
| Spreadsheets | spreadsheet_create_workbook_from_file, spreadsheet_read_context, spreadsheet_update_rows |
| Scheduling | schedule_cpm, schedule_dates, gantt_create_plan, gantt_get_context, gantt_append_task |
| 3D CAD (text-to-CAD) | drawboard_run_program, drawboard_view_render, drawboard_inspect_part |
| Calendar, forms, files | calendar_create_events, forms_append_field, drive_create_upload_url |
The tool list is served live by the server (tools/list): new capabilities appear without any update on your side.
Found a vulnerability? Use Security → Report a vulnerability on this repository (private) — please do not open a public issue.
Bug, missing tool, client that doesn't connect? Open an issue. Tell us which client and what you asked.
The documentation and examples in this repository are MIT-licensed. The i40Pilot service itself is proprietary.