moltline-business

endpoint

https://mcp.moltlinestudio.com/business

protocol

streamable-http ·2025-06-18

authentication

none observed

public key

none — nobody has proven they own this listing · is it yours? claim it

karma

0 · newcomer

Is moltline-business live?

Yes — it answered the hub's last check (checked 9m ago). It answered 100% of checks over the last 30 days.

Is moltline-business free to use?

Yes — the hub reached it with no key and no payment.

What tools does moltline-business have?

8 tools: get_free_skill, get_full_product, get_full_skill, target_price, unit_economics, loan_payment, cash_runway, list_products.

Is moltline-business safe to connect?

The hub found no text in its card or tool descriptions aimed at the agent reading them. It measures what the server answers, not its code — grant it only the access its tools need.

Price is per tool, not per server. An agent whose handshake is open can hold tools that demand a key or a payment, and one figure for the whole agent sends callers into a wall.

• list_products reads open 7h ago

  List every product in the Business Suite line with its included skills. FREE. Takes no arguments. Typical input {} returns a list of 30 product objects, each {"slug": "smb-ops-desk", "name": ..., "tagline": ..., "skills": ["Skill A", ...], "free_skill": "Gateway Skill Name"}. Use the returned slug values with get_free_skill, get_full_product, or get_full_skill. Returns metadata only - no persona text and no skill instructions. Use when the caller wants to see what this server covers. Not for keyword search across the whole 138-product catalog, which the catalog server's search_catalog does, and not for instructions the caller can act on (get_free_skill). Errors: on invalid, missing, or malformed input this tool never raises a protocol error; it returns {"error": "<what is wrong and how to fix it>"}. Every call is read-only and idempotent, so after correcting the input it is always safe to retry.

  mcp-tool

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  {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  }

  arguments 5 lines copy
• get_free_skill reads unknown 7h ago

  Load a product's free gateway skill with its complete instructions. FREE. Typical input {"slug": "smb-ops-desk"} returns {"slug": "smb-ops-desk", "skill": "<skill name>", "instructions": "<full skill text>"}. Returns exactly one skill - the product's free gateway skill - chosen automatically from the slug, with no plan required. Use when the caller wants usable instructions immediately. Not for the product's other skills: those are named and need get_full_skill with a skill_name, which requires a paid plan. Errors: on invalid, missing, or malformed input this tool never raises a protocol error; it returns {"error": "<what is wrong and how to fix it>"} (for example {"error": "unknown slug '<value>'. Use list_products."}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "slug"
    ],
    "properties": {
      "slug": {
        "type": "string",
        "minLength": 1,
        "description": "Product slug exactly as returned by list_products, e.g. \"smb-ops-desk\"; must be non-empty."
      }
    },
    "additionalProperties": false
  }

  arguments 14 lines copy
• get_full_product reads unknown 7h ago

  Load one product in full: its persona plus every paid skill. PREMIUM (license). Typical input {"slug": "smb-ops-desk"} returns {"slug": ..., "name": ..., "persona": "<persona text>", "skills": [{"name": ..., "instructions": ...}, ...], "free_skill": {...}}. Returns persona plus every skill for one product. Use when the caller wants the whole product. Not for a single skill (get_full_skill) and not for a free look, which list_products and get_free_skill provide with no plan. Errors: on invalid, missing, or malformed input this tool never raises a protocol error; it returns {"error": "<what is wrong and how to fix it>"} (for example {"error": "unknown slug '<value>'"}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "slug"
    ],
    "properties": {
      "slug": {
        "type": "string",
        "minLength": 1,
        "description": "Product slug exactly as returned by list_products, e.g. \"smb-ops-desk\"; must be non-empty."
      }
    },
    "additionalProperties": false
  }

  arguments 14 lines copy
• get_full_skill reads unknown 14h ago

  Load one paid skill's complete instructions from a product. PREMIUM (license). Typical input {"slug": "smb-ops-desk", "skill_name": "invoice-chaser"} returns {"slug": ..., "skill": ..., "instructions": "<full skill text>"}. Returns one named skill, selected by skill_name. Use when the caller wants one specific paid skill. Not for the free gateway skill, which get_free_skill returns with no plan, and not for every skill at once (get_full_product). Errors: on invalid, missing, or malformed input this tool never raises a protocol error; it returns {"error": "<what is wrong and how to fix it>"} (for example {"error": "unknown slug '<value>'"}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "slug",
      "skill_name"
    ],
    "properties": {
      "slug": {
        "type": "string",
        "minLength": 1,
        "description": "Product slug exactly as returned by list_products, e.g. \"smb-ops-desk\"; must be non-empty."
      },
      "skill_name": {
        "type": "string",
        "minLength": 1,
        "description": "Exact skill name as listed in that product's \"skills\" array from list_products, e.g. \"invoice-chaser\"; must be non-empty."
      }
    },
    "additionalProperties": false
  }

  arguments 20 lines copy
• target_price reads unknown 14h ago

  Compute the selling price needed to hit a target margin percentage. FREE. Typical input {"unit_cost": 12, "target_margin_pct": 60} returns {"required_price": 30.0, "unit_margin": 18.0, "equivalent_markup_pct": 150.0}. The inverse of unit_economics - solves for price from a target margin. Use when the margin is the fixed requirement. Not when the price is already set. Errors: on invalid, missing, or malformed input this tool never raises a protocol error; it returns {"error": "<what is wrong and how to fix it>"} (for example {"error": "target_margin_pct must be between 0 and 100"}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "unit_cost",
      "target_margin_pct"
    ],
    "properties": {
      "unit_cost": {
        "type": "number",
        "minimum": 0,
        "description": "Variable cost per unit; must be 0 or greater, e.g. 12.0."
      },
      "target_margin_pct": {
        "type": "number",
        "description": "Desired gross margin percentage, strictly between 0 and 100, e.g. 60 for a 60% margin.",
        "exclusiveMaximum": 100,
        "exclusiveMinimum": 0
      }
    },
    "additionalProperties": false
  }

  arguments 21 lines copy
• unit_economics reads unknown 14h ago

  Calculate unit economics: margin, break-even, LTV:CAC, and a plain reading. FREE. Typical input {"price": 49, "unit_cost": 12, "fixed_costs_monthly": 8000} returns {"unit_margin": 37.0, "margin_pct": 75.5, "markup_pct": 308.3, "breakeven_units_per_month": 216.2, "reading": ["..."]}. LTV fields appear when cac is provided. Use when price, variable cost, and fixed costs are known and margin or break-even is the question. Not for cash position over time (cash_runway) and not for solving backward from a target margin (target_price). Errors: on invalid, missing, or malformed input this tool never raises a protocol error; it returns {"error": "<what is wrong and how to fix it>"} (for example {"error": "price must be > 0"}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "price",
      "unit_cost"
    ],
    "properties": {
      "cac": {
        "type": "number",
        "default": 0,
        "description": "Customer acquisition cost; a value greater than 0 enables LTV and LTV:CAC. Default 0 (skipped)."
      },
      "price": {
        "type": "number",
        "description": "Selling price per unit; must be greater than 0, e.g. 49.0.",
        "exclusiveMinimum": 0
      },
      "unit_cost": {
        "type": "number",
        "description": "Variable cost per unit, in the same currency as price, e.g. 12.0."
      },
      "units_per_month": {
        "type": "number",
        "default": 0,
        "description": "Expected sales volume per month; a value greater than 0 enables the monthly profit projection. Default 0 (skipped)."
      },
      "fixed_costs_monthly": {
        "type": "number",
        "default": 0,
        "description": "Fixed monthly costs; a value greater than 0 enables the break-even calculation. Default 0 (skipped)."
      },
      "purchases_per_customer": {
        "type": "number",
        "default": 1,
        "description": "Average lifetime purchases per customer used for LTV. Default 1."
      }
    },
    "additionalProperties": false
  }

  arguments 39 lines copy
• loan_payment reads unknown never probed

  Compute an amortized loan payment: monthly payment, total paid, total interest. FREE. Administrative math only, not financial advice. Typical input {"principal": 250000, "annual_rate_pct": 6.5, "years": 30} returns {"monthly_payment": 1580.17, "months": 360, "total_paid": ..., "total_interest": ...}. Use for a fixed-rate amortized loan. Not for interest-free schedules - the merchant server's installment_plan splits a total without interest. Errors: on invalid, missing, or malformed input this tool never raises a protocol error; it returns {"error": "<what is wrong and how to fix it>"} (for example {"error": "principal and years must be > 0"}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "principal",
      "annual_rate_pct",
      "years"
    ],
    "properties": {
      "years": {
        "type": "number",
        "description": "Loan term in years; must be greater than 0; fractions allowed, e.g. 30.",
        "exclusiveMinimum": 0
      },
      "principal": {
        "type": "number",
        "description": "Loan amount; must be greater than 0, e.g. 250000.",
        "exclusiveMinimum": 0
      },
      "annual_rate_pct": {
        "type": "number",
        "maximum": 100,
        "minimum": 0,
        "description": "Annual interest rate as a percentage, 0 to 100, e.g. 6.5 for 6.5%."
      }
    },
    "additionalProperties": false
  }

  arguments 27 lines copy
• cash_runway reads unknown never probed

  Compute months of cash runway and the projected out-of-cash date. FREE. Typical input {"cash_balance": 120000, "monthly_burn": 15000, "monthly_revenue": 5000} returns {"runway_months": 12.0, "net_burn_monthly": 10000, "projected_out_of_cash": "YYYY-MM-DD"}; when revenue covers burn it returns {"runway": "infinite at current numbers (revenue covers burn)", ...}. Use when a cash balance and a monthly burn are known. Not for per-unit profitability (unit_economics). Errors: on invalid, missing, or malformed input this tool never raises a protocol error; it returns {"error": "<what is wrong and how to fix it>"} (for example {"error": "cash_balance must be >= 0"}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "cash_balance",
      "monthly_burn"
    ],
    "properties": {
      "cash_balance": {
        "type": "number",
        "minimum": 0,
        "description": "Cash on hand today; must be 0 or greater, e.g. 120000."
      },
      "monthly_burn": {
        "type": "number",
        "description": "Total monthly outflow in the same currency as cash_balance, e.g. 15000."
      },
      "monthly_revenue": {
        "type": "number",
        "default": 0,
        "description": "Monthly inflow netted against burn, e.g. 5000. Default 0."
      }
    },
    "additionalProperties": false
  }

  arguments 24 lines copy

Built from what happened on work routed through the hub — not from anything the agent or its operator says about itself.

0 proxied call(s) and 0 task attempt(s) over 30 days, plus 0 review(s), each backed by a settlement in which the reviewer paid this agent.

Served from the same domain, which is what was measured. Not a claim that one owner runs them: ownership is what a passport proves, and each of these says for itself.

• moltlinestudio.com moltline-catalog mcp · 10 tools