MCP MeasureMCP Measure

index observed

Launchfiles

Launchfiles hosted MCP: free page radars (design UX, search repair, deploy trust) + workspace tools.

Should I use this

Quality & Safety

B
Description quality
95%
Schema completeness
78%
Naming quality
64%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (9)

  • LOWTool 'launchfiles_standalone_deployment_trust_radar_free' description lacks action verbin launchfiles_standalone_deployment_trust_radar_free
  • LOWTool 'launchfiles_standalone_design_ux_radar_free' name length outside 3-30 rangein launchfiles_standalone_design_ux_radar_free
  • LOWTool 'launchfiles_standalone_search_repair_radar_free' name length outside 3-30 rangein launchfiles_standalone_search_repair_radar_free
  • LOWTool 'launchfiles_standalone_deployment_trust_radar_free' name length outside 3-30 rangein launchfiles_standalone_deployment_trust_radar_free
  • LOWTool 'launchfiles_billing_list_providers' name length outside 3-30 rangein launchfiles_billing_list_providers
  • LOWTool 'launchfiles_billing_create_checkout' name length outside 3-30 rangein launchfiles_billing_create_checkout
  • LOWTool 'launchfiles_billing_poll_checkout' name length outside 3-30 rangein launchfiles_billing_poll_checkout
  • LOWTool 'launchfiles_standalone_page_draft_paid' name length outside 3-30 rangein launchfiles_standalone_page_draft_paid
  • LOWTool 'launchfiles_standalone_page_draft_short' name length outside 3-30 rangein launchfiles_standalone_page_draft_short

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~2,156Tokens (tool definitions)
~1.6 KBTypical response size
Moderate attention impact (1.68% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "launchfiles": {
      "url": "https://launchfiles.app/api/mcp"
    }
  }
}

Remote endpoints

https://launchfiles.app/api/mcpstreamable-http

What it can do

Tool inventory

Tools (10)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟡launchfiles_standalone_design_ux_radar_free(url, device, role, locale, idempotency_key, ...)

Public free Design UX Radar preview for one URL. Scores come from fixed rules; a small language model writes the next-step text. Paid tier is not open to the public yet. Does not edit or publish the site. Rate-limited. Optional partner leave-behind fields add structured zones on this JSON response only (not public /cro chrome). client_ref is echoed so the caller can file the pair in their own DB; Launchfiles does not list runs by client. hide_lf_chrome is honored only for an authenticated lf_agent_ key; otherwise the response sets hide_lf_chrome false and wl_entitlement needs_auth. logo_url is an https URL shape check only (no fetch); a bad shape returns LOGO_URL_INVALID and no leave-behind.

Input Schema

{
  "type": "object",
  "properties": {
    "url": {
      "type": "string",
      "minLength": 1,
      "description": "Public https URL to analyze (preview mode only)."
    },
    "device": {
      "type": "string",
      "enum": [
        "mobile",
        "desktop"
      ]
    },
    "role": {
      "type": "string"
    },
    "locale": {
      "type": "string"
    },
    "idempotency_key": {
      "type": "string"
    },
    "notify_email": {
      "type": "string",
      "description": "Optional. If you want a link back to this report later, send an email. Not required."
    },
    "client_ref": {
      "type": "string",
      "description": "Opaque client tag echoed next to run_id. Distro files this pair in Distro's DB. Launchfiles does not isolate or list clients from this echo."
    },
    "brand_name": {
      "type": "string",
      "description": "Partner display name. Empty keeps Launchfiles labels. Do not invent a name."
    },
    "logo_url": {
      "type": "string",
      "description": "Absolute https URL. Shape is checked; this path does not fetch the image. Invalid shape returns LOGO_URL_INVALID."
    },
    "primary_color": {
      "type": "string",
      "description": "Optional #RGB or #RRGGBB header accent. Invalid values are ignored."
    },
    "hide_lf_chrome": {
      "type": "boolean",
      "description": "When true, Launchfiles wordmark and powered-by are removed only if the caller authenticated with lf_agent_ (including a partner-scoped key). Otherwise hide_lf_chrome is false and wl_entitlement is needs_auth."
    },
    "partner_id": {
      "type": "string",
      "description": "Optional. Must match the partner_id claim on the lf_agent_ key. A mismatch or an anonymous claim returns UNAUTHORIZED_PARTNER or NEEDS_AUTH. Omit to use the key's claim. Partner keys also consume the daily runs quota."
    }
  },
  "required": [
    "url"
  ],
  "additionalProperties": false
}
🟢launchfiles_standalone_search_repair_radar_free(gsc_site_url, site_url, access_token, idempotency_key, notify_email)

Public free Search Repair Radar teaser. Preview only — never unlocks the $29/mo paid repair packet. Owned product properties that already declare Search Console on their adapter use that bind (no access_token). Other sites need a Google access_token or return needs_auth + human connect URL. Rate-limited.

Input Schema

{
  "type": "object",
  "properties": {
    "gsc_site_url": {
      "type": "string",
      "description": "GSC property e.g. sc-domain:example.com or https://example.com/"
    },
    "site_url": {
      "type": "string"
    },
    "access_token": {
      "type": "string",
      "description": "Optional. OAuth access token with webmasters.readonly for sites that are not an owned adapter property. Not required for an already-bound product GSC property."
    },
    "idempotency_key": {
      "type": "string"
    },
    "notify_email": {
      "type": "string",
      "description": "Optional. If you want a link back to this report later, send an email. Not required."
    }
  },
  "additionalProperties": false
}
⚪launchfiles_standalone_deployment_trust_radar_free(url, use_case_plain, autonomy, data_sensitivity, success_looks_like_plain, ...)

Public free Deployment Trust Radar packet (free-full demand probe; no paid tier). Requires deployment URL, use-case description, autonomy level, and data sensitivity. Rate-limited.

Input Schema

{
  "type": "object",
  "properties": {
    "url": {
      "type": "string",
      "minLength": 1,
      "description": "Target https URL."
    },
    "use_case_plain": {
      "type": "string",
      "minLength": 20,
      "description": "Plain-language AI job description (≥ ~20 chars)."
    },
    "autonomy": {
      "type": "string",
      "enum": [
        "suggest_only",
        "draft_with_approval",
        "act_with_approval",
        "fully_auto"
      ]
    },
    "data_sensitivity": {
      "type": "string",
      "enum": [
        "public",
        "internal",
        "pii",
        "regulated"
      ]
    },
    "success_looks_like_plain": {
      "type": "string"
    },
    "idempotency_key": {
      "type": "string"
    },
    "notify_email": {
      "type": "string",
      "description": "Optional. If you want a link back to this report later, send an email. Not required."
    }
  },
  "required": [
    "url",
    "use_case_plain",
    "autonomy",
    "data_sensitivity"
  ],
  "additionalProperties": false
}
🟢launchfiles_billing_list_providers

List payment providers available for agent checkout (id, enabled, mode, rails). Discover-only; does not spend or mutate ledger.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
🟡launchfiles_billing_create_checkout(offerId, customerEmail, preferredRail, provider, idempotencyKey)

Create provider-agnostic agent checkout. Returns payment_url and/or x402 challenge plus poll_url. Poll until paid to receive agent_api_key once. Does not debit credits or publish.

Input Schema

{
  "type": "object",
  "properties": {
    "offerId": {
      "type": "string",
      "minLength": 1,
      "description": "Commercial SKU id (page_draft_long or pack_starter_40). Hunt-shaped ids (hunt, hunt_for_hire, product_hunt, hunt-meter) are founder-only and not for sale."
    },
    "customerEmail": {
      "type": "string",
      "description": "Buyer email (required for card/link; optional for pure x402)."
    },
    "preferredRail": {
      "type": "string",
      "enum": [
        "card_checkout",
        "payment_link",
        "x402",
        "auto"
      ]
    },
    "provider": {
      "type": "string",
      "description": "Optional provider id (stripe|xmoney|x402)."
    },
    "idempotencyKey": {
      "type": "string"
    }
  },
  "required": [
    "offerId"
  ],
  "additionalProperties": false
}
⚪launchfiles_billing_poll_checkout(paymentId, payment_id, provider)

Poll an agent checkout until settled. When paid, returns agent_api_key once and, for page_draft_long, an unlock_token. Does not spend.

Input Schema

{
  "type": "object",
  "properties": {
    "paymentId": {
      "type": "string",
      "minLength": 1
    },
    "payment_id": {
      "type": "string"
    },
    "provider": {
      "type": "string"
    }
  },
  "required": [
    "paymentId"
  ],
  "additionalProperties": false
}
⚪launchfiles_request_agent_key(email, partner_id)

Primary agentic mint. Emails a one-time approve link to an allowlisted or approved-waitlist address. Returns poll_token. Does not mint a key until the link is opened. Rejects other addresses. Optional partner_id mints an lf_agent_ key whose scopes carry that partner claim (allowlist only). Omit partner_id for a generic agent key. Developer keys are not minted here. Founder UI is backup.

Input Schema

{
  "type": "object",
  "properties": {
    "email": {
      "type": "string",
      "minLength": 3
    },
    "partner_id": {
      "type": "string",
      "description": "Optional partner id. Must be on LAUNCHFILES_PARTNER_ALLOWLIST or the call returns UNKNOWN_PARTNER and sends no email. The minted secret stays lf_agent_ and stores partner_id:<id> in scopes."
    }
  },
  "required": [
    "email"
  ],
  "additionalProperties": false
}
⚪launchfiles_poll_agent_key(poll_token, pollToken)

Collect the lf_agent_ key once after the approve link is opened. Pending until then. Second poll redacts the secret.

Input Schema

{
  "type": "object",
  "properties": {
    "poll_token": {
      "type": "string",
      "minLength": 8
    },
    "pollToken": {
      "type": "string"
    }
  },
  "required": [
    "poll_token"
  ],
  "additionalProperties": false
}
🟡launchfiles_standalone_page_draft_paid(topic, url, who, proof, proof_mode, ...)

Paid Page Draft after a settled page_draft_long checkout, or a founder-issued developer key (no Stripe). Same writer door as the web buyer. Pass unlock_token from billing poll, or Authorization: Bearer with the developer key, plus a brief (who, and proof or proof_mode=no_proof). length=short|medium|long. Optional piece_kind: blog_post | landing_page | essay | social_post | seo_page | other. Omitted piece_kind keeps today's inference (short social/X stays cognition). A developer key may request short. Not a credit debit. Nothing is published. Writer failure is named — never an outline template.

Input Schema

{
  "type": "object",
  "properties": {
    "topic": {
      "type": "string"
    },
    "url": {
      "type": "string"
    },
    "who": {
      "type": "string"
    },
    "proof": {
      "type": "string"
    },
    "proof_mode": {
      "type": "string"
    },
    "next_step": {
      "type": "string"
    },
    "length": {
      "type": "string",
      "enum": [
        "short",
        "medium",
        "long"
      ]
    },
    "piece_kind": {
      "type": "string",
      "enum": [
        "blog_post",
        "landing_page",
        "essay",
        "social_post",
        "seo_page",
        "other"
      ],
      "description": "Surface. blog_post/essay/landing_page/seo_page with an owned URL can exit cognition even at length=short. social_post stays cognition. Omit to keep today's short→cognition default."
    },
    "unlock_token": {
      "type": "string"
    },
    "unlockToken": {
      "type": "string"
    },
    "payment_id": {
      "type": "string"
    },
    "paymentId": {
      "type": "string"
    }
  },
  "additionalProperties": false
}
🟡launchfiles_standalone_page_draft_short(topic, url, who, proof, proof_mode, ...)

Writer-short draft (~400 words). A founder-issued developer key gets full product access — no Stripe Writer checkout. Same writer door as the web buyer. Send the developer key as Authorization: Bearer (hosted MCP also accepts x-api-key or JSON-RPC _meta). Pass a brief (who, and proof or proof_mode=no_proof). Optional piece_kind: blog_post | landing_page | essay | social_post | seo_page | other. Omitted piece_kind keeps today's short→cognition social/X path. Owned blog/essay + piece_kind can return a pasteable dek. Nothing is published. Writer failure is named — never an outline template.

Input Schema

{
  "type": "object",
  "properties": {
    "topic": {
      "type": "string"
    },
    "url": {
      "type": "string"
    },
    "who": {
      "type": "string"
    },
    "proof": {
      "type": "string"
    },
    "proof_mode": {
      "type": "string"
    },
    "next_step": {
      "type": "string"
    },
    "piece_kind": {
      "type": "string",
      "enum": [
        "blog_post",
        "landing_page",
        "essay",
        "social_post",
        "seo_page",
        "other"
      ],
      "description": "Surface. blog_post/essay with an owned URL can exit cognition and emit a card dek. Omit for today's cognition short."
    }
  },
  "additionalProperties": false
}

Community

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Evidence

Recent observations

verifiedversion not recorded10 tools