Factorguide

Decision intelligence oracle. Send a coupling matrix, get factorization strategy.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Remote HTTP

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "factorguide": {
      "url": "https://factorguide.io/mcp"
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Documentation Overview

FactorGuide

Decision intelligence for AI agents. Send a coupling matrix — get zone classifications, optimal factorization strategy, and calibrated risk predictions.

Every system with interacting variables has a coupling structure. When an agent simplifies that system by treating variables as independent, it pays an information cost. FactorGuide quantifies that cost exactly.

Quick Start

MCP (Model Context Protocol)

FactorGuide is listed on the Official MCP Registry. Any MCP-compatible agent discovers tools automatically:

Code

mcp_endpoint: https://factorguide.io/mcp

HTTP REST

Code

POST https://factorguide.io/navigate
POST https://factorguide.io/diagnose
POST https://factorguide.io/explain
POST https://factorguide.io/report_outcome

Agent Discovery

Code

GET https://factorguide.io/llms.txt
GET https://factorguide.io/openapi.json

Example

Send a 3×3 correlation matrix:

config.json

{
  "coupling": {
    "covariance_matrix": [
      [1.00, 0.72, 0.05],
      [0.72, 1.00, 0.48],
      [0.05, 0.48, 1.00]
    ]
  },
  "sample_size": 500,
  "model_class": "constitutive"
}

Get back zone classifications:

Pair	IC	Zone	Recommendation
z0–z1	0.682	3	PRESERVE
z0–z2	0.031	1	FACTORIZE
z1–z2	0.453	2	ASSESS

Zone 1: Safe to factorize. Coupling below threshold.
Zone 2: Depends on functional role. Same IC, opposite recommendations for constitutive vs. inductive coupling.
Zone 3: Must preserve. Coupling is load-bearing regardless of model class.

Pricing

Tier	Price	Queries	Max Variables
Trial	Free	15 per wallet	n ≤ 25
Starter	$0.05/query	50–200 bundles	n ≤ 100
Professional	$0.03/query	500–2000 bundles	n ≤ 1000

Payment: USDC on Base via x402 or MPP. report_outcome is always free.

Data Privacy

FactorGuide accepts only second-order summary statistics — covariance, precision, correlation matrices, or edge lists. No raw observations. Matrices are zeroed after IC computation.

Theoretical Foundation

Built on Circulatory Fidelity, a mathematical framework where IC (Inference Coupling) measures the partial correlation between variables. The cost function V(IC) gives the exact mutual information destroyed by severing a coupling. Risk curves are calibrated on 49,000+ validated datapoints.

Every prediction is falsifiable. When agents report outcomes, the flywheel refines future predictions.

Related MCP Servers

View all in Communication View all alternatives

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Factorguide

factorguide is a hosted MCP server. Add it as a remote server in your client's config: "mcpServers": { "factorguide": { "url": "https://factorguide.io/mcp" } }

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Technical Specs & Signals

CategoryCommunication

10/14 checks healthy over the last 45d

36Quality signal: Fair · 36/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20

Documentation & tools16/30

Adoption & activity1/15

Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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More in 💬 Communication →Best MCP servers for Slack & Communication →Alternatives to Factorguide →Install in Claude Desktop Install in Cursor Install in VS Code Setup guides for all 13 MCP clients

Factorguide

Decision intelligence oracle. Send a coupling matrix, get factorization strategy.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Remote HTTP

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "factorguide": {
      "url": "https://factorguide.io/mcp"
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Documentation Overview

FactorGuide

Decision intelligence for AI agents. Send a coupling matrix — get zone classifications, optimal factorization strategy, and calibrated risk predictions.

Quick Start

MCP (Model Context Protocol)

FactorGuide is listed on the Official MCP Registry. Any MCP-compatible agent discovers tools automatically:

Code

mcp_endpoint: https://factorguide.io/mcp

HTTP REST

Code

POST https://factorguide.io/navigate
POST https://factorguide.io/diagnose
POST https://factorguide.io/explain
POST https://factorguide.io/report_outcome

Agent Discovery

Code

GET https://factorguide.io/llms.txt
GET https://factorguide.io/openapi.json

Example

Send a 3×3 correlation matrix:

config.json

{
  "coupling": {
    "covariance_matrix": [
      [1.00, 0.72, 0.05],
      [0.72, 1.00, 0.48],
      [0.05, 0.48, 1.00]
    ]
  },
  "sample_size": 500,
  "model_class": "constitutive"
}

Get back zone classifications:

Pair	IC	Zone	Recommendation
z0–z1	0.682	3	PRESERVE
z0–z2	0.031	1	FACTORIZE
z1–z2	0.453	2	ASSESS

Zone 1: Safe to factorize. Coupling below threshold.
Zone 2: Depends on functional role. Same IC, opposite recommendations for constitutive vs. inductive coupling.
Zone 3: Must preserve. Coupling is load-bearing regardless of model class.

Pricing

Tier	Price	Queries	Max Variables
Trial	Free	15 per wallet	n ≤ 25
Starter	$0.05/query	50–200 bundles	n ≤ 100
Professional	$0.03/query	500–2000 bundles	n ≤ 1000

Payment: USDC on Base via x402 or MPP. report_outcome is always free.

Data Privacy

FactorGuide accepts only second-order summary statistics — covariance, precision, correlation matrices, or edge lists. No raw observations. Matrices are zeroed after IC computation.

Theoretical Foundation

Every prediction is falsifiable. When agents report outcomes, the flywheel refines future predictions.

Related MCP Servers

View all in Communication View all alternatives

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Factorguide

factorguide is a hosted MCP server. Add it as a remote server in your client's config: "mcpServers": { "factorguide": { "url": "https://factorguide.io/mcp" } }

AllMCPs Directory Badge

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Showcase your server listing on GitHub or your project documentation. Embed this dynamic SVG badge to highlight official listing status and live engagement.

Badge Style:

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Markdown (GitHub README)

[![AllMCPs](https://allmcps.com/api/badge/factorguide?style=directory)](https://allmcps.com/mcp/factorguide)

HTML Embed

<a href="https://allmcps.com/mcp/factorguide"><img src="https://allmcps.com/api/badge/factorguide?style=directory" alt="Factorguide on AllMCPs" /></a>

Technical Specs & Signals

CategoryCommunication

10/14 checks healthy over the last 45d

36Quality signal: Fair · 36/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20

Documentation & tools16/30

Adoption & activity1/15

Community engagement0/10

★ Featured

Moxie Docs MCP

MCP & Agent Skills for Automated Documentation, and codebase conventions + context

Explore Server →

Own this project?

Free dofollow backlink: add your website and place the AllMCPs badge on it — no claim needed. We detect it automatically and keep it verified as long as the badge stays live.

Claim & get free dofollow

Share & Embed

Add our SVG badge (dark/light directory styles) or embeddable widget to your site.

Factorguide

Quick Install

Client Config & Setup

Documentation Overview

FactorGuide

Quick Start

MCP (Model Context Protocol)

HTTP REST

Agent Discovery

Example

Pricing

Data Privacy

Theoretical Foundation

Links

Related MCP Servers

Reviews

Frequently Asked Questions about Factorguide

AllMCPs Directory Badge

Technical Specs & Signals

Moxie Docs MCP

Own this project?

Share & Embed

Explore more

Factorguide

Quick Install

Client Config & Setup

Documentation Overview

FactorGuide

Quick Start

MCP (Model Context Protocol)

HTTP REST

Agent Discovery

Example

Pricing

Data Privacy

Theoretical Foundation

Links

Related MCP Servers

Reviews

Frequently Asked Questions about Factorguide

AllMCPs Directory Badge

Technical Specs & Signals

Moxie Docs MCP

Own this project?

Share & Embed

Explore more