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Moltline Business Suite

REMOTE · MCP.MOLTLINESTUDIO.COM · SCANNED SEP 20

30 finance, bookkeeping, legal-ops and SMB operations skill products. 6 of 8 tools free.

+2 this week 87 Trust /100
Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security83
Transport & Reachability100
Schema Quality & AI Usability64
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 2213 tokens (~276/item across 8 items; 8 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
  • No destabilizing schema changes in the last 30 days.Pass
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
  • Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 8 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 9 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

How do I install the Moltline Business Suite MCP server?

Moltline Business Suite is a hosted endpoint at https://mcp.moltlinestudio.com/business, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · mcp.moltlinestudio.com

# add to Claude Code
claude mcp add --transport http com-moltlinestudio-business 'https://mcp.moltlinestudio.com/business'
// .cursor/mcp.json
{
  "mcpServers": {
    "com-moltlinestudio-business": {
      "url": "https://mcp.moltlinestudio.com/business"
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "com-moltlinestudio-business": {
      "type": "http",
      "url": "https://mcp.moltlinestudio.com/business"
    }
  }
}
# ~/.codex/config.toml
[mcp_servers.com-moltlinestudio-business]
url = "https://mcp.moltlinestudio.com/business"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-moltlinestudio-business": {
      "type": "remote",
      "url": "https://mcp.moltlinestudio.com/business",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add com-moltlinestudio-business --url 'https://mcp.moltlinestudio.com/business' --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  com-moltlinestudio-business:
    url: "https://mcp.moltlinestudio.com/business"
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "com-moltlinestudio-business": {
      "Transport": "http",
      "Url": "https://mcp.moltlinestudio.com/business"
    }
  }
}
# add to Vellum
assistant mcp add com-moltlinestudio-business -t streamable-http -u 'https://mcp.moltlinestudio.com/business'
// mcp.json
{
  "mcpServers": {
    "com-moltlinestudio-business": {
      "type": "http",
      "url": "https://mcp.moltlinestudio.com/business"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 16 Sept 26 +1
    • Stability: 0.97 → pass security
  • 14 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 90 to 93. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 28 at this one. The score rises as the window fills, whether or not the server changes.

  • 12 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 83 to 87. That category is still filling its 30-day observation window: 25 days of observed history at the previous scan, 26 at this one. The score rises as the window fills, whether or not the server changes.

  • 9 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 73 to 77. That category is still filling its 30-day observation window: 22 days of observed history at the previous scan, 23 at this one. The score rises as the window fills, whether or not the server changes.

  • 7 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 67 to 70. That category is still filling its 30-day observation window: 20 days of observed history at the previous scan, 21 at this one. The score rises as the window fills, whether or not the server changes.

  • 5 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 60 to 63. That category is still filling its 30-day observation window: 18 days of observed history at the previous scan, 19 at this one. The score rises as the window fills, whether or not the server changes.

  • 3 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 53 to 57. That category is still filling its 30-day observation window: 16 days of observed history at the previous scan, 17 at this one. The score rises as the window fills, whether or not the server changes.

  • 1 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 47 to 50. That category is still filling its 30-day observation window: 14 days of observed history at the previous scan, 15 at this one. The score rises as the window fills, whether or not the server changes.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 20 Sept 2026 · Probed https://mcp.moltlinestudio.com/business

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=moltlinestudio.com CN=WE1,O=Google Trust Services,C=US 15 Aug 2026 13 Nov 2026 ECDSA 256 ECDSA-SHA256 72e09c6114448e7a0ed370fb03c277cb
SANs: moltlinestudio.com, *.moltlinestudio.com
CN=WE1,O=Google Trust Services,C=US (CA) CN=GTS Root R4,O=Google Trust Services LLC,C=US 13 Dec 2023 20 Feb 2029 ECDSA 256 ECDSA-SHA384 7ff31977972c224a76155d13b6d685e3
CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE 15 Nov 2023 28 Jan 2028 ECDSA 384 SHA256-RSA 7fe530bf331343bedd821610493d8a1b

Background: What to check on a remote MCP endpoint →

DNSSEC secure

Validation of mcp.moltlinestudio.com. Secure

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
com. present 19718 13 Verified
moltlinestudio.com. present 2371 13 Verified
mcp.moltlinestudio.com. Verified address RRset verified with the apex keys
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Header Value
strict-transport-security max-age=15576000; includeSubDomains
content-security-policy default-src 'self'; script-src 'self' 'unsafe-inline'; style-src 'self' 'unsafe-inline'; img-src 'self' data:; font-src 'self' data:; connect-src 'self' https://api.moltlinestudio.com https://mcp.moltlinestudio.com; form-action 'self'; frame-ancestors 'none'; base-uri 'self'; object-src 'none'; upgrade-insecure-requests
x-content-type-options nosniff
x-frame-options DENY
referrer-policy strict-origin-when-cross-origin
permissions-policy camera=(), microphone=(), geolocation=()

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://mcp.moltlinestudio.com/business Verified 200
http (plaintext) http://mcp.moltlinestudio.com/business HTTPS enforced 301 https://mcp.moltlinestudio.com/business
MCP tools · 8 exposed · ~2,149 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
cash_runway ~292

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.

NameTypeReqDescription
cash_balancenumberyesCash on hand today; must be 0 or greater, e.g. 120000.
monthly_burnnumberyesTotal monthly outflow in the same currency as cash_balance, e.g. 15000.
monthly_revenuenumberMonthly inflow netted against burn, e.g. 5000. Default 0.

Structured output declared, but exposes no named fields.

No examples provided.

get_free_skill ~233

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.

NameTypeReqDescription
slugstringyesProduct slug exactly as returned by list_products, e.g. "smb-ops-desk"; must be non-empty.

Structured output declared, but exposes no named fields.

No examples provided.

get_full_product ~229

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.

NameTypeReqDescription
slugstringyesProduct slug exactly as returned by list_products, e.g. "smb-ops-desk"; must be non-empty.

Structured output declared, but exposes no named fields.

No examples provided.

get_full_skill ~253

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.

NameTypeReqDescription
skill_namestringyesExact skill name as listed in that product's "skills" array from list_products, e.g. "invoice-chaser"; must be non-empty.
slugstringyesProduct slug exactly as returned by list_products, e.g. "smb-ops-desk"; must be non-empty.

Structured output declared, but exposes no named fields.

No examples provided.

list_products ~219

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.

Input schema present but exposes no named parameters.

NameTypeReqDescription
resultarrayyes

No examples provided.

loan_payment ~276

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.

NameTypeReqDescription
annual_rate_pctnumberyesAnnual interest rate as a percentage, 0 to 100, e.g. 6.5 for 6.5%.
principalnumberyesLoan amount; must be greater than 0, e.g. 250000.
yearsnumberyesLoan term in years; must be greater than 0; fractions allowed, e.g. 30.

Structured output declared, but exposes no named fields.

No examples provided.

target_price ~242

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.

NameTypeReqDescription
target_margin_pctnumberyesDesired gross margin percentage, strictly between 0 and 100, e.g. 60 for a 60% margin.
unit_costnumberyesVariable cost per unit; must be 0 or greater, e.g. 12.0.

Structured output declared, but exposes no named fields.

No examples provided.

unit_economics ~405

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.

NameTypeReqDescription
cacnumberCustomer acquisition cost; a value greater than 0 enables LTV and LTV:CAC. Default 0 (skipped).
fixed_costs_monthlynumberFixed monthly costs; a value greater than 0 enables the break-even calculation. Default 0 (skipped).
pricenumberyesSelling price per unit; must be greater than 0, e.g. 49.0.
purchases_per_customernumberAverage lifetime purchases per customer used for LTV. Default 1.
unit_costnumberyesVariable cost per unit, in the same currency as price, e.g. 12.0.
units_per_monthnumberExpected sales volume per month; a value greater than 0 enables the monthly profit projection. Default 0 (skipped).

Structured output declared, but exposes no named fields.

No examples provided.

Common questions

What is the Moltline Business Suite MCP server?

Moltline Business Suite is an MCP server listed in the public MCP registry as com.moltlinestudio/business. 30 finance, bookkeeping, legal-ops and SMB operations skill products. 6 of 8 tools free. This page covers its hosted endpoint (https://mcp.moltlinestudio.com/business).

Is the Moltline Business Suite MCP server safe to use?

Moltline Business Suite scores 87 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the Moltline Business Suite MCP server expose?

Moltline Business Suite exposes 8 tools: list_products, get_free_skill, unit_economics, get_full_product, get_full_skill, and 3 more. Their descriptions and schemas cost roughly 2,149 tokens of context every time the server is loaded.

Does the Moltline Business Suite MCP server require authentication?

No. We connected to Moltline Business Suite without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the Moltline Business Suite MCP server still maintained?

Moltline Business Suite is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.