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Business Frameworks MCP Server

by matryoshka-paradigmsio.github.matryoshka-paradigms/business-frameworksv2026.10.10

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

1remoteofficial registry

context tax

~1,804 tok/turn6 tools

security

92/100

cold start

hosted

freshness

Active6d ago

Our reading of Business Frameworks, from the data

Business Frameworks is an MCP server from matryoshka-paradigms, listed in the official MCP Registry.

Its 6 tools add about 1,813 tokens to every model turn (measured 2026-10-19).

Maintenance is active: the last public signal was 6 days ago (2026-10-12).

It runs as a hosted endpoint, so there is nothing to install.

Install Business Frameworks MCP server

Install in Claude Code

claude mcp add --transport http business-frameworks https://business-frameworks.matryoshka-paradigms.workers.dev/mcp

Remote endpoints

  • streamable-httphttps://business-frameworks.matryoshka-paradigms.workers.dev/mcp

Context tax

Connecting this server adds ~1,813 tokens of tool definitions to every model turn (moderate, 6 tools). Measured 2026-10-19 via its hosted endpoint; o200k tokenizer, worst case for clients that load all tools up front. How we measure

ModelPer 1,000 turnsWith prompt caching
Claude Opus 5.5$7.25$0.363
Claude Sonnet 5.5$3.63$0.363
Claude Haiku 5.5$0.181—

Input prices as of 2026-10-06. Excludes your own prompt and output.

Tools (6)

  • bf_resolve426 tok

    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, the sum of its nodes' catalogue prices, 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

  • bf_read_node332 tok

    Returns one node's text with its public citations, child handles, related handles and a cite-as line; `variant` chooses full (the default: lede, conditions, reasoning) or terse (the lede alone) at the same price. The free layer (the equation, the branch roots, value/15s and the decision-method nodes, marked free in bf_catalogue) costs nothing; every other node costs its catalogue price ($0.02 to $0.05, USDC on Base over x402), charged once per call and only when the text is returned. Call it with a `path` from bf_catalogue when the user's question needs that node's reasoning or decision rule;

  • bf_read_bundle270 tok

    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 (the sum of the nodes' catalogue prices, $0.05 to about $0.20, 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 questio

  • bf_apply_decision263 tok

    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. Do

  • bf_catalogue210 tok

    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,

  • bf_decision_schema190 tok

    Returns the input schema, an example input and the price 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.

Security signals

92/100 — no known issues found as of 2026-10-19, from the checks below. This is not a guarantee of safety; review what a server can do before connecting it.

Deductions

  • No license detected-5
  • No security policy (SECURITY.md)-3

Checks

  • ✓Repository hygiene (archived, activity, license, security policy)
  • ✓Tool descriptions (prompt-injection and hidden-text heuristics)
  • ○Package metadata (install scripts, provenance) — pending
  • ○Source scan (secrets, CVEs, risky code) by vectra-guard — pending

Scan it yourself before installing with vectra-guard, the open-source agent security CLI. Scoring rules

Freshness

Active — last maintenance signal 6d ago. The newest of the signals below sets the band.

  1. Last commit (default branch)

    2026-10-10 · 8d ago · GitHub

  2. Latest release

    2026-10-10 · 8d ago · GitHub · v0.2.0

  3. Package published

    no data · npm/PyPI

  4. Registry entry updated

    2026-10-12 · 6d ago · official registry · v2026.10.10

FAQ

›How do I install the Business Frameworks MCP server in Claude Code?

Run: claude mcp add --transport http business-frameworks https://business-frameworks.matryoshka-paradigms.workers.dev/mcp. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does Business Frameworks require an API key?

No required environment variables are declared in its published metadata.

›Can I use Business Frameworks as a remote (hosted) MCP server?

Yes. It is a hosted MCP server; connect to its URL with any client that supports remote MCP.

›Is Business Frameworks in the official MCP registry?

Yes, as io.github.matryoshka-paradigms/business-frameworks.

›How many tokens does Business Frameworks add to my context?

Its tool definitions total about 1,804 tokens, resent on every turn.

Sources and method

Official MCP Registry entry
updated 2026-10-12
GitHub repository
fetched 2026-10-19
Last checked against all sources
2026-10-19

The description, packages and links come from the maintainer's own published metadata. Token cost, security signals, freshness and the reading above are MCPSkillHub's own measurements; see the methodology. Spot an error? Request a correction or claim the listing.