skillfoundry-products

MCP serverDev tools

Preflight tells you whether what you have built is ready to publish before you submit it anywhere. Once added, your AI can run readiness checks for Smithery, npm, and the official registry, so problems surface before a listing review does.

Use skillfoundry-products in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add skillfoundry-products and connect your AI. About a minute.

Also: Claude Code · Cursor · Codex

Then ask your AI: use skillfoundry-products to check publish readiness

Details

Available today. Use it from your connected AI after setup.

Add preflight, then ask your AI to run a readiness check before your next submission. You will get a clear answer on whether you are ready to publish.

skillfoundry-productsStart free

What your AI can do with it

  • Check whether your work is ready to publish on Smithery
  • Check whether your work is ready to publish on npm
  • Check whether your work is ready to publish on the official registry
  • Surface anything that would block a listing before you submit

Install skillfoundry-products

The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user skillfoundry-products 'https://skillfoundry.synaplex.ai/products/preflight/mcp/'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://skillfoundry.synaplex.ai/products/preflight/mcp/

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=skillfoundry-products&config=eyJ1cmwiOiJodHRwczovL3NraWxsZm91bmRyeS5zeW5hcGxleC5haS9wcm9kdWN0cy9wcmVmbGlnaHQvbWNwLyJ9

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://skillfoundry.synaplex.ai/products/preflight/mcp/

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add skillfoundry-products --url 'https://skillfoundry.synaplex.ai/products/preflight/mcp/'

    Run it once, then sign in with codex mcp login skillfoundry-products if the server asks for an account.

From the project's README

As published by evanfollis/skillfoundry-products in README.md.

skillfoundry-products is the implementation repository for the probes, mechanisms, and offerings that Skillfoundry builds and operates.

Lifecycle: active. This monorepo is the canonical source for its maintained products, including Preflight.

Verified today: TypeScript workspace checks and both Python suites run through the root gate. Registry publication is separate and occurs only from pinned, checksum-verified OIDC workflows.

make setup
make check

See docs/architecture.md for ownership boundaries, artifact roles, and dated migration exceptions.

This repo has two different lanes on purpose:

  • mechanisms/: internal factory tools that help Skillfoundry identify, design, and improve opportunities. These are not automatically public products.
  • products/: external, user-facing software artifacts that have been selected for public deployment, distribution, and monetization.
  • templates/: reusable implementation starters for future external product lanes.

Public product routing should stay platform-centric. The preferred external shape is:

  • https://skillfoundry.synaplex.ai/products/<product-slug>/...

not one public hostname per product.

The distinction matters. Internal mechanisms help the agent system think and decide better. External products are what we eventually sell or distribute through channels such as AgenticMarket.

Default External Stack

The default lane for new external MCP offerings or probes is now:

  • TypeScript-first
  • remote MCP over Streamable HTTP
  • Cloudflare Workers for stateless offerings
  • Skillfoundry-owned public routes for the canonical runtime surface

That keeps the runtime independent from any single marketplace while preserving a simple path to distribution through registries and marketplaces later.

Current Layout

  • mechanisms/bottleneck-radar/: internal MCP mechanism for turning noisy source signals into ranked bottlenecks and builder-ready opportunity briefs.
  • products/launchpad-lint/: first external MCP product candidate for auditing launch readiness and drafting marketplace launch packages.
  • templates/remote-skill-ts/: default starter for new remote TypeScript MCP probes or offerings.

Working Rule

Do not treat a mechanism as an offering by default.

A mechanism graduates into an offering only when Skillfoundry has made an explicit decision that:

  • the user-facing utility is clear,
  • the deployment surface is chosen,
  • the pricing or monetization path is chosen,
  • and the artifact deserves its own external lifecycle.

Factory Documents

  • docs/CASHFLOW_ENGINE.md: repo-level operating loop for commercial probes and offerings
  • docs/BUILD_NEXT_PORTFOLIO.md: current ranking of the next revenue lanes
  • docs/LEARNING_LAB.md: standard for turning launches and failures into reusable learning
  • docs/HYPOTHESIS_TEMPLATE.md: required hypothesis format for major changes
  • docs/SKILL_FACTORY_SCORECARD.md: build-next scoring heuristic
  • docs/TELEMETRY_MODEL.md: minimum telemetry and evidence envelope for compounding learning
  • docs/SKILL_PROPOSAL_TEMPLATE.md: required pre-build probe template
  • docs/PORTFOLIO_INTAKE.md: intake workflow for new product and suite ideas before they graduate into active builds
  • docs/POST_LAUNCH_REVIEW_TEMPLATE.md: required after-launch learning template
  • docs/ADVERSARIAL_REVIEW_PRIMITIVES.md: multi-lens skeptical review primitive for sharpening products and extracting reusable heuristics

TypeScript Workspace Setup

The repo now includes a pnpm workspace for future TypeScript skills. If pnpm is not installed globally, use corepack:

corepack pnpm install

Tools it offers (1)

What this server listed when Ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.

  • check_publish_readiness

Signals

Last commit
Oct 2026
Advanced
Delivery
preflight MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
io-github-evanfollis-preflight
Source
github.com/evanfollis/skillfoundry-products
Hosted endpoint
https://skillfoundry.synaplex.ai/products/preflight/mcp/