Provenancewhere it came from, and what was verified
Published by the owner of factorguide.io, who proved control of the domain through the official MCP registry.
π‘ Permissions & trustwhat this server can touch before you run it
About
Send a coupling matrix, get zone classifications and optimal factorization strategy.
Packages & transports
Metadata
Computed from the server's own data, not a hidden formula. This measures how much you can depend on it, not how popular it is. Stars are shown separately, on purpose. How it's scored β
βΈfactorguide_navigate75B
βΈfactorguide_diagnose88A
βΈfactorguide_submit_payment100A
βΈfactorguide_report_outcome75B
βΈfactorguide_explain100A
βΈfactorguide_regime_detect100A
βΈfactorguide_synergy_detect68C
Structural, not an LLM's opinion: each check is a fact about the tool's schema, so it's reproducible. One weak tool drags the score (60% average, 40% worst). How it's scored β
Raise this grade
up to +35 on qualityOwn this server? Here's exactly what to change, biggest wins first. Every number below is a fixed point value, so you can see what each edit is worth before you make it.
Push to the repo or cut a release. Activity within the last 30 days earns the full 45.
With no reviews this sits at a neutral 11. Reviews reporting it works push it toward the full 20.
Add an SPDX license (like MIT or Apache-2.0) to the repo so it's detected.
- 5 of 5 params have no description: `n_samples`, `n_variables`, `ic_matrix_ref`, `transform_method`, +1 more. Describe each one.
- No `required` array. Declare which params are mandatory so an agent knows what it must provide.
- 13 of 13 params have no description: `coupling`, `task_type`, `cost_model`, `model_class`, +9 more. Describe each one.
- 8 of 8 params have no description: `ess_ratio`, `psis_khat`, `log_lik_gap`, `approach_taken`, +4 more. Describe each one.
- 3 of 6 params have no description: `variance_i`, `variance_j`, `sample_size`. Describe each one.
Already earned (3) βΎAlready earned (3) β΄
These are structural checks, so the fixes are exact. See the full formula β
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[](https://socketcat.com/servers/io.factorguide/factorguide)Shows your live quality grade and links back here. It updates itself as the grade changes.
Reviews
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{
"mcpServers": {
"factorguide": {
"command": "npx",
"args": [
"-y",
"factorguide"
]
}
}
}βΆ Try itlive against factorguide.io
This server has a hosted endpoint, so we can connect and list its actual tools right here. Nothing runs on your machine.