Business Frameworks

Name: Business Frameworks
Author: matryoshka-paradigms

MCP serverMCP

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

by matryoshka-paradigmsrepository ↗homepage ↗v2026.10.10

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Observed by Wellknown

Evidence

Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability29/29 checks ok

when	check	result	http	latency	detail
49 min ago	mcp initialize	ok	200	185 ms	server business-frameworks 2026.10.13 · protocol 2025-06-18 · 6 tools
8 h ago	mcp initialize	ok	200	153 ms	server business-frameworks 2026.10.13 · protocol 2025-06-18 · 6 tools
14 h ago	mcp initialize	ok	200	139 ms	server business-frameworks 2026.10.10 · protocol 2025-06-18 · 6 tools
21 h ago	mcp initialize	ok	200	158 ms	server business-frameworks 2026.10.10 · protocol 2025-06-18 · 6 tools
28 h ago	mcp initialize	ok	200	97 ms	server business-frameworks 2026.10.10 · protocol 2025-06-18 · 6 tools
34 h ago	mcp initialize	ok	200	310 ms	server business-frameworks 2026.10.10 · protocol 2025-06-18 · 6 tools
2 d ago	mcp initialize	ok	200	134 ms	server business-frameworks 2026.10.10 · protocol 2025-06-18 · 6 tools
2 d ago	mcp initialize	ok	200	110 ms	server business-frameworks 2026.10.10 · protocol 2025-06-18 · 6 tools
2 d ago	mcp initialize	ok	200	130 ms	server business-frameworks 2026.10.10 · protocol 2025-06-18 · 6 tools
3 d ago	mcp initialize	ok	200	239 ms	server business-frameworks 2026.10.10 · protocol 2025-06-18 · 6 tools

Tools observed via MCP handshake

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. Busines
bf_read_node — 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, rea
bf_decision_schema — 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, ow
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 wit
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, the sum of its nodes'
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

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No long description beyond the summary.

kind Official MCP Registry

name Official MCP Registry

repoUrl Official MCP Registry

summary Official MCP Registry

version Official MCP Registry

description Official MCP Registry

homepageUrl Official MCP Registry

publisherName Official MCP Registry

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Official MCP Registryio.github.matryoshka-paradigms/business-frameworks

first seen 8 d ago · fetched 31 h agoopen ↗

Field history (7 recent events)

8 d ago · declared · summary → "Operating judgement for businesses under $50M revenue. Free top layer; nodes and bundles over x402."
8 d ago · declared · description → "Operating judgement for businesses under $50M revenue. Free top layer; nodes and bundles over x402."
8 d ago · declared · publisherName → "matryoshka-paradigms"
8 d ago · declared · homepageUrl → "https://huggingface.co/datasets/Matryoshka-Paradigms/business-frameworks"
8 d ago · declared · repoUrl → "https://github.com/matryoshka-paradigms/business-frameworks"
8 d ago · declared · version → "2026.10.10"
8 d ago · declared · protocols → ["mcp"]

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