i40Pilot

io.github.DigitalFactoryFrPublished by GitHub account DigitalFactoryFrv1.0.0Updated Oct 30, 2026

Manufacturing BI from your AI client: dashboards, OEE, spreadsheets, scheduling, text-to-CAD.

The publisher's own server: QuickBooks Connector by Meridian

VerifiedStreamable HTTPWeb executableProductivity & WorkflowData & AnalyticsMedia & Design

Overview

AI-generated overview

Hosted i40Pilot MCP server that lets an AI assistant read and build manufacturing dashboards, OEE reports, spreadsheets, schedules and 3D parts in your project.

What you can do
  • Search and list project resources, and show a dashboard, Gantt or 3D drawing in the conversation with job status tracking
  • Build BI dashboards and widgets, run the dashboard agent, and export to Power BI
  • Create data sources from templates, introspect schemas, build datasets and add computed columns
  • Create spreadsheets from uploaded files, read workbook context and update rows
  • Plan schedules with critical-path and date tools, create Gantt plans and append tasks
  • Model 3D parts with text-to-CAD, render views and inspect parts; also create calendar events, add form fields and get upload URLs
When to use it
Useful when you work in i40Pilot and want an assistant to turn production data into OEE or downtime dashboards, edit workbooks, plan maintenance schedules, or model simple 3D parts without leaving the chat.
Requirements
A remote MCP endpoint reached over streamable HTTP; no install or API key. An i40Pilot account (free tier available) and OAuth 2.1 sign-in with PKCE and dynamic client registration; a static project token is offered for scripts and services. A client that supports custom connectors or HTTP MCP servers.
Before you install
Write tools appear only if you grant read-write access on the consent screen, and they can create or change project data, so choose read-only unless you need edits. Access is scoped to one project and runs under your own permissions; revoke the connection when done. Usage is metered: 500 MCP calls and 100 AI credits per month on the free plan, with most creating tools costing credits and the dashboard builder costing 10.

Installation

In SourceWeft

  1. Open i40Pilot in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.DigitalFactoryFr%2Fi40pilot/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.

{
  "mcpServers": {
    "i40pilot": {
      "type": "http",
      "url": "https://api.i40pilot.app/mcp"
    }
  }
}

README

i40Pilot MCP server

[MCP Registry] [Transport] [Auth] [License: MIT]

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.

[From one AI client: a dashboard, a critical-path schedule and a 99-part 3D assembly through the i40Pilot MCP server]

Try it in 60 seconds

  1. Connect — in Claude.ai: Settings → Connectors → Add custom connector → https://api.i40pilot.app/mcp → Connect. Sign in or create a free account, pick a project.
  2. Ask — paste one of these into a new conversation. The first two need no data at all:

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, then spreadsheet_create_workbook_from_file). The Claude.ai chat cannot send a file to a URL, hence the import step there.

One connection, every i40Pilot app

AppAsk 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.

Connect your client

ClientHow
Claude.ai / Claude DesktopSettings → Connectors → Add custom connector → paste the URL → Connect
ChatGPTSettings → Connectors → Create → paste the URL → OAuth
Claude Codeclaude mcp add --transport http i40pilot https://api.i40pilot.app/mcp then /mcp to sign in
Cursoradd examples/cursor-mcp.json to .cursor/mcp.json
VS Codeadd examples/vscode-mcp.json to .vscode/mcp.json
Scripts / servicesa static project token, see docs/static-token.md

You need an i40Pilot account — create one free.

Free to try

All 58 tools work on the free plan — no credit card:

  • 500 MCP calls per month
  • 100 AI credits per month — 20 tools (reading, describing, scheduling) cost nothing; most tools that create or change something cost 1 credit; the automatic dashboard builder costs 10.

Need more? Paid plans raise both limits — see i40pilot.app.

Tools

58 tools across 9 areas. Full list: docs/tools.md.

AreaExamples
Findbrain_search — search or list every resource of the project: drawings, Gantt plannings, dashboards, documents, forms…
Show & followi40pilot_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 sourcesbi_create_data_source_from_template, bi_introspect_schema, bi_create_dataset, bi_add_computed_column
Spreadsheetsspreadsheet_create_workbook_from_file, spreadsheet_read_context, spreadsheet_update_rows
Schedulingschedule_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, filescalendar_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.

Security

  • Read-only by default. Write tools only appear when you grant write access.
  • Scoped to one project. A token can never reach another project.
  • Runs as you. OAuth calls execute under your own row-level permissions.
  • Revocable. Remove the connection from your client or from Connections in i40Pilot.

Found a vulnerability? Use Security → Report a vulnerability on this repository (private) — please do not open a public issue.

Feedback

Bug, missing tool, client that doesn't connect? Open an issue. Tell us which client and what you asked.

License

The documentation and examples in this repository are MIT-licensed. The i40Pilot service itself is proprietary.

Source: README.md at commit 794d75d

Tools

0
This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

1
  1. v1.0.0LatestOct 23, 2026

Score

85% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

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