Is io.factorguide/factorguide safe to use?

io.factorguide/factorguide has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install io.factorguide/factorguide?

io.factorguide/factorguide supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can io.factorguide/factorguide do?

io.factorguide/factorguide provides 4 tools: navigate, diagnose, explain, report_outcome. See the full tools list on the server page for descriptions and parameters.

What AI clients work with io.factorguide/factorguide?

io.factorguide/factorguide is compatible with claude-desktop, cursor, claude-code. It uses sse and http transport.

Is io.factorguide/factorguide actively maintained?

io.factorguide/factorguide is recently maintained — last commit was 49 days ago.

io.factorguide/factorguide

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

4 tools GitHub

No known CVEs

No license

Maintained

Last commit 49d ago

Works with most clients

Transport: sse, http

4 tools · ~277 tok

Grade A · 0.1% of 200K ctx

Edit this pageView history

Analytics

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopsse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-factorguide-factorguide": {
      "args": [
        "mcp-remote",
        "https://factorguide.io/mcp"
      ],
      "command": "npx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-factorguide-factorguide)](https://mcppedia.org/s/io-factorguide-factorguide)

Read me

What io.factorguide/factorguide does

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

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

66/100across 5 weighted dimensions

How we score →

0255075100

−34

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

Inventory

Tools (4)

Click any tool to inspect its schema.

~277 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.factorguide/factorguide safe to use?: io.factorguide/factorguide has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.factorguide/factorguide?: io.factorguide/factorguide supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can io.factorguide/factorguide do?: io.factorguide/factorguide provides 4 tools: navigate, diagnose, explain, report_outcome. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.factorguide/factorguide?: io.factorguide/factorguide is compatible with claude-desktop, cursor, claude-code. It uses sse and http transport.
Is io.factorguide/factorguide actively maintained?: io.factorguide/factorguide is recently maintained — last commit was 49 days ago.

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MCP Security Weekly

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Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Edit this pageView history

Analytics

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopsse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-factorguide-factorguide": {
      "args": [
        "mcp-remote",
        "https://factorguide.io/mcp"
      ],
      "command": "npx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-factorguide-factorguide)](https://mcppedia.org/s/io-factorguide-factorguide)

Read me

What io.factorguide/factorguide does

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

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

README

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:

mcp_endpoint: https://factorguide.io/mcp

HTTP REST

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

Agent Discovery

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

Example

Send a 3×3 correlation matrix:

{
  "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.

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

66/100across 5 weighted dimensions

How we score →

0255075100

−34

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

Inventory

Tools (4)

Click any tool to inspect its schema.

~277 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.factorguide/factorguide safe to use?: io.factorguide/factorguide has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.factorguide/factorguide?: io.factorguide/factorguide supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can io.factorguide/factorguide do?: io.factorguide/factorguide provides 4 tools: navigate, diagnose, explain, report_outcome. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.factorguide/factorguide?: io.factorguide/factorguide is compatible with claude-desktop, cursor, claude-code. It uses sse and http transport.
Is io.factorguide/factorguide actively maintained?: io.factorguide/factorguide is recently maintained — last commit was 49 days ago.

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MCP Security Weekly

Get CVE alerts and security updates for io.factorguide/factorguide and similar servers.

Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?