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MCP server profile · independently tracked by Agentery
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Product Delivery

↗ github.com/michaelkerr/product-delivery official repository

An MCP server and CLI that manages software product delivery from intake through stabilization using an evidence-gated hierarchical state machine, workflow too…

MCP serverSource repositoryRepository checked daily
Agentery price verdictNo pricing observedsource repository
SourcePublic repositorylicence not verified
Connection modelMCP serverMCP clients
Last observation—pricing pages rechecked daily
Website liveness10 Nov 2026alive · separate from pricing

What it does

The specific capability behind this listing, and where to get it.

Product Delivery

An MCP server and CLI that manages software product delivery from intake through stabilization using an evidence-gated hierarchical state machine, workflow too…

MCP

Official Product Delivery links

Price status · observed daily

Source repository available · no commercial pricing observed.

No price does not imply the product is free. Any code-host platform pricing is excluded.

MCP

Is Product Delivery good value?

Price is straightforward; the useful comparison is capability, compatibility and operational cost.

Source repository

Source repository available · no commercial pricing observed.

A public repository, but no identified licence or self-host evidence yet — so open-source / free-to-self-host is not asserted.

Observed commercial pricenone
Hosting model—
Price benchmarknot applicable
What to compare instead

Check capability before deciding

Compare language support, semantic depth, installation model against comparable providers — Agentery keeps the price status explicit and never invents a verdict.

Product Delivery's local market

Nearest products by what they do — a different cohort from the buyer-tier benchmark above.

See the full market →
See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
  "agent_id": "product_delivery",
  "name": "Product Delivery",
  "url": "https://github.com/michaelkerr/product-delivery",
  "logo": "https://github.com/michaelkerr.png?size=200",
  "niche": null,
  "category": null,
  "short_summary": "An MCP server and CLI that manages software product delivery from intake through stabilization using an evidence-gated hierarchical state machine, workflow too…",
  "task_performed": "unclear",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": false,
    "billing": "not_found",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "No public price found",
    "summary": "No public pricing is shown for this open-source GitHub repository.",
    "confidence": "medium",
    "source_url": "https://github.com/michaelkerr/product-delivery",
    "checked_at": "2026-11-09T03:41:41.326Z",
    "source_kind": "vendor",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "mcp_server",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://github.com/michaelkerr/product-delivery"
  ],
  "last_checked": "2026-11-09",
  "profile_checked": null,
  "price_checked": "2026-11-09",
  "how_to_connect": {
    "website": "https://github.com/michaelkerr/product-delivery",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": "uvx --from product-delivery product-delivery setup # Or in an agent session:",
    "repository": "https://github.com/michaelkerr/product-delivery",
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "self_hosted",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": "uvx --from product-delivery product-delivery setup # Or in an agent session:",
    "note": "You run it yourself: install from the published command/package; no vendor endpoint found.",
    "evidence": {
      "sources": [
        "page_text:install",
        "page_text:licence"
      ],
      "excerpt": "dd to a repo Works for brand-new and established projects: # From the target project uvx --from product-delivery product-delivery setup # Or in an agent session: workflow",
      "url": "https://github.com/michaelkerr/product-delivery",
      "observed_day": "2026-11-09",
      "age_days": 2,
      "hosted_evidence": null,
      "rule": "deploy-v2"
    }
  },
  "licence": {
    "name": "MIT",
    "note": "Named licence as published; applies to the code, not to where it runs.",
    "evidence": "page text: \"through stabilization. Resources Readme MIT license Activity Stars 0 stars Watch\"",
    "observed_day": "2026-11-09",
    "age_days": 2
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://github.com/pricing",
      "last_observed_day": "2026-09-25",
      "age_days": 47,
      "verified_day": "2026-09-25",
      "note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "price_reading": {
    "status": "unavailable",
    "as_of": "2026-11-10",
    "page_captured": "2026-11-10",
    "reading_made_from_capture": null,
    "reading_coverage": null,
    "changed_since_reading_observed": null,
    "summary": "How current this price reading is was not recorded for the latest capture.",
    "last_valid_observation": "2026-09-25",
    "review_status": "not_reviewed"
  },
  "product_group": null,
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 337,
    "uptime_7d": 1,
    "checked_at": "2026-11-10T02:45:30.842Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}