Is the factorguide MCP server free to use?

Yes. factorguide is listed on AllMCPs as a free, open Model Context Protocol server you can install into Claude Desktop, Cursor, or any MCP-compatible client.

Is the factorguide MCP server free to use?

Yes. factorguide is listed on AllMCPs as a free, open Model Context Protocol server you can install into Claude Desktop, Cursor, or any MCP-compatible client.

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 ▾

Install Config Generator

Choose your client

claude_desktop_config.json

{
  "mcpServers": {
    "factorguide": {
      "command": "npx",
      "args": [
        "-y",
        "factorguide"
      ]
    }
  }
}

💡 Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

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

Frequently Asked Questions about Factorguide

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "factorguide": { "command": "npx", "args": ["-y", "factorguide"] } }

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Technical Specs & Signals

CategoryCommunication

0/4 checks healthy over the last 6h

27Quality signal: Emerging · 27/100How 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 ownership8/20

Documentation & tools11/30

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.

★ Featured

AllMCPs Server

The official MCP server for AllMCPs.com - submit and manage tools directly from your AI. The open directory for MCP servers. Connect Claude, Cursor, Windsurf, and AI agents to databases, tools, files, and APIs. Explore 3,181+ servers. AllMCPs is the premier, open directory for discovering, evaluating, and installing Model Context Protocol (MCP) servers to equip AI agents and LLMs with real-world superpowers.

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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

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 ▾

Install Config Generator

Choose your client

claude_desktop_config.json

{
  "mcpServers": {
    "factorguide": {
      "command": "npx",
      "args": [
        "-y",
        "factorguide"
      ]
    }
  }
}

💡 Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

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

Frequently Asked Questions about Factorguide

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "factorguide": { "command": "npx", "args": ["-y", "factorguide"] } }

AllMCPs Directory Badge

Full Badge Customizer

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:

Live Dynamic SVG Preview

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

0/4 checks healthy over the last 6h

27Quality signal: Emerging · 27/100How 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 ownership8/20

Documentation & tools11/30

Adoption & activity1/15

Community engagement0/10

★ Featured

AllMCPs Server

Explore Server →

Own this project?

This directory is pre-filled from public sources. Claim via GitHub README, site badge, or DNS TXT to get the verified badge and attach your website.

Free dofollow backlink: after claiming, verify your product site and place a dofollow AllMCPs badge — we recheck it stays live.

Claim & get free dofollow

Share & Embed

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

Explore more

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

Factorguide

Quick Install

Install Config Generator

Documentation Overview

FactorGuide

Quick Start

MCP (Model Context Protocol)

HTTP REST

Agent Discovery

Example

Pricing

Data Privacy

Theoretical Foundation

Links

Related MCP Servers

Frequently Asked Questions about Factorguide

AllMCPs Directory Badge

Technical Specs & Signals

AllMCPs Server

Own this project?

Share & Embed

Explore more

Factorguide

Quick Install

Install Config Generator

Documentation Overview

FactorGuide

Quick Start

MCP (Model Context Protocol)

HTTP REST

Agent Discovery

Example

Pricing

Data Privacy

Theoretical Foundation

Links

Related MCP Servers

Frequently Asked Questions about Factorguide

AllMCPs Directory Badge

Technical Specs & Signals

AllMCPs Server

Own this project?

Share & Embed

Explore more