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Business Frameworks MCP Server

by matryoshka-paradigms Your server? Claim it
answering

Business Frameworks is answering right now. Last checked 12 min ago. It exposes 6 tools. Last commit 1 Nov 2026.

Operating judgement for businesses under $50M revenue. Free top layer; nodes and bundles over x402.

Uptime history 30 days of history · worst day 99%
30 days agonow
100.0%
Uptime 24h
91 of 91 checks
6
Tools
read from the server
229 ms
Response time
average over 24h
1
Stars
last commit 1 Nov 2026

What changed 18

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 20 October 2026. No other catalogue keeps this.

6 Nov a tool description was rewritten bf_read_node
6 Nov a tool changed the parameters it asks for bf_read_node
6 Nov a tool changed version
3 Nov a tool changed version
31 Oct a tool changed version2 times that day
31 Oct a tool changed the parameters it asks for bf_catalogue
30 Oct a tool changed the parameters it asks for bf_catalogue
30 Oct a tool changed version
23 Oct 5 tool descriptions were rewritten bf_apply_decision, bf_decision_schema, bf_read_bundle and 2 more
23 Oct 2 tools changed the parameters they ask for bf_decision_schema, bf_read_node
and 3 more, back to 20 October 2026

What the code does

We read the source, 4 d ago · tools taken from the live server · rules 995398eba69f

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Runs an external command measurement/grade.py:30
        out = subprocess.run(["claude", "-p", prompt, "--model", GRADER, "--output-format", "json", "--max-turns", "1",

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 12 min ago.

run in your terminal
claude mcp add business-frameworks --transport http https://business-frameworks.matryoshka-paradigms.workers.dev/mcp
Settings → Connectors → Add custom connector, then paste this address
https://business-frameworks.matryoshka-paradigms.workers.dev/mcp
~/.codex/config.toml
[mcp_servers.business-frameworks]
url = "https://business-frameworks.matryoshka-paradigms.workers.dev/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "business-frameworks": {
      "url": "https://business-frameworks.matryoshka-paradigms.workers.dev/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "business-frameworks": {
      "type": "http",
      "url": "https://business-frameworks.matryoshka-paradigms.workers.dev/mcp"
    }
  }
}

Available tools 6

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

apply
bf_apply_decision
Runs one decision node's rule on the numbers you send and returns the computed figures, a verdict, the actions in order, the check to keep and the node text with its citations. Deterministic: the result comes from the published rule, not from a model. Costs the decision's catalogue price ($0.05, USDC on Base over x402); the input is checked first, and an input the rule cannot use is refused without charge. Call it when the user has the figures for a specific decision in a business under about $50M in revenue and wants the rule's answer for them; get the schema from bf_decision_schema first. When the question gives figures for a decision, the applied route computes them; the answer reports its result and does not recompute it. Do not call it with invented or placeholder figures, and do not treat the verdict as tax, legal or investment advice.
bundle
bf_read_bundle
Returns the nodes of one bundle in order — the central node full, the supporting nodes terse — with citations and a cite-as line per node, on one settlement at the quoted price (a flat $0.05 for every bundle, band included; USDC on Base over x402). Pass the bundle id from bf_resolve or bf_catalogue, and a band to add the scale band for the business's revenue. Call it after bf_resolve has quoted the bundle and the user accepts the price; the quote's url is the same resource over HTTP. Do not call it to browse: the quote already lists the nodes and the price, and a narrow question is cheaper node by node through bf_read_node.
catalogue
bf_catalogue
Lists every Business Frameworks node: handle, title, layer, token count, price, whether it is free, and whether its decision rule can be run on numbers. Business Frameworks is operating judgement for running a business from launch to about $50M in revenue: value, cash flow, risk (the cost of capital) and growth, down to ten decision rules. Call this first, once, to choose which node answers the question; pass `branch` to see one branch only. Free. Do not use it for businesses above about $50M in revenue, for tax, legal or accounting treatment, or for market data: it holds judgement and rules, not figures about any company.
decision
bf_decision_schema
Returns the input schema, an example input, the price and the fit record (what the framework does for this decision by model, before paying) for one of the applied decisions (reinvest or distribute, build or run for cash, cash cycle, runway, owner pay, hurdle rate, concentration, pace of growth, price, adjacency; and, in the market branch, verdict, pricing power, binding node, rent, shock). Free. Call it before bf_apply_decision to learn which numbers the rule needs and what each one means; without `decision` it lists them all. Do not guess missing inputs to fill the schema: ask the user for the figures the business actually has.
node
bf_read_node
Returns one node with its citations and a cite-as line; `variant` is full (default), terse (the lede alone) or agent (the text as fields: scope, inputs, rule, action, check, units, example, apply, recheck, recheck_note, closing_citation), one price. Free nodes (marked in bf_catalogue) cost nothing; the rest cost their catalogue price ($0.02 to $0.05, USDC on Base over x402), charged once a call, only when the node is returned. Call it with a `path` from bf_catalogue when the question needs that node's rule; prefer variant agent when you will answer from it (the decision in one sentence, first step, reason, next check, closing_citation last). Read the free parent first; bf_resolve for several nodes. A pin ("<path>@1.4" or `version`) is served as GET /node/<path>@<version>: any listed version, earlier ones with superseded_by; one never served is version_not_current, nothing charged. Do not call a paid path to see what it contains: the catalogue line says what it covers; a rule on numbers is bf_apply_decision.
resolve
bf_resolve
Quotes the minimal set of nodes that answers a broad task — a decision bundle, a market (chain) bundle or a cross bundle — with its price — one flat price, USD 0.05, with or without its scale band — stated before anything is paid. Deterministic and free: a named bundle or decision wins, then the input fields sent, then the authored patterns of the question; on ambiguity it returns candidates with their task lines, and with no match the task lines to choose from. Call it when the user's question takes more than one node (a whole decision with its context, a supply chain read, a shock traced to a seat), passing the question, revenue_usd and chain_position when known; then buy the quote with bf_read_bundle or read nodes one at a time with bf_read_node. Do not use it for a single term or a single rule, which bf_catalogue and bf_read_node answer more cheaply, and do not treat a quote as an answer: it names the nodes and the price, nothing more.

Endpoints

URLTransportStateLatencyChecked
https://business-frameworks.matryoshka-paradigms.workers.dev/mcp streamable-http answering 230 ms 12 min ago

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Business Frameworks — questions

Answers built from our own checks of this server.

What can Business Frameworks do?
It exposes 6 tools, read directly from the server on our last check. Among them: bf_apply_decision, bf_catalogue, bf_decision_schema, bf_read_bundle, bf_read_node, bf_resolve. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is Business Frameworks working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 229 ms. The bar chart above shows every period we have measured.
How do I connect Business Frameworks?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does Business Frameworks need an API key?
No. Business Frameworks completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 6 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is Business Frameworks?
It answers our handshake in 229 ms on average, which is faster than 58% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is Business Frameworks open source?
We cannot say either way: written in Python and 1 stars on GitHub, but we could not determine the licence, and without one the code is not open source by default.