# io.github.LumabyteCo/clarifyprompt

AI prompt optimization for 58+ platforms across 7 categories with custom platforms

- **Type:** MCP server
- **Trust:** 60/100 (B), scored on the package rubric
- **Verification:** community-indexed — nobody has claimed this listing
- **Version:** 1.1.3
- **Author:** io.github.LumabyteCo
- **License:** Unknown
- **npm:** clarifyprompt-mcp
- **Source:** https://github.com/LumabyteCo/clarifyprompt-mcp
- **Compatible clients:** claude-code, cursor, copilot, gemini (basis: transport)

## Trust

60/100 (B), scored on the package rubric
- Publisher verified: no
- Install scripts: nothing suspicious found
- Prompt-injection scan: not run
- Obfuscation scan: not run
- Evidence age: 114 days — stale; the grade is a claim about the present made from dated evidence

## Security scan

- **Status:** clean
- **Scanned:** 2026-06-13T09:15:01.375Z
- **Version scanned:** 1.7.0
- **CVEs:** none found by OSV at scan time

## Tools

28 declared. Statically extracted from the shipped source — a floor on the surface, not a census.
- `clarity`
- `specificity`
- `intent_alignment`
- `format_fitness`
- `length_appropriateness`
- `optimize_prompt`
- `list_categories`
- `list_platforms`
- `list_modes`
- `register_platform`
- `update_platform`
- `unregister_platform`
- `inspect_context`
- `list_traces`
- `get_trace`
- `save_outcome`
- `memory_search`
- `memory_remember`
- `memory_forget`
- `memory_list_facts`
- `explain_last_curation`
- `load_knowledge_pack`
- `list_packs`
- `unload_pack`
- `clarify_with_user`
- `ground_prompt`
- `critique_prompt`
- `compose_prompt`

## Install

**Verdict: review** — Installable, but 2 things to check first: The last scan is 114 days old — the evidence behind this verdict is dated.
**Cautions** (coverage gaps and advisories — never blocking)
- The last scan is 114 days old — the evidence behind this verdict is dated.
- No publisher has proved control of this listing; it is indexed, not vouched for.
**Config** (claude-code):
```json
"{\n  \"mcpServers\": {\n    \"clarifyprompt\": {\n      \"command\": \"npx\",\n      \"args\": [\n        \"-y\",\n        \"clarifyprompt-mcp\"\n      ]\n    }\n  }\n}"
```

## Blast radius

Contained to moderate — no credential declaration found, from the publisher, the upstream registry, or the README. Known so far: runs on your machine; read-only tool surface.
- Floor 13, ceiling 31 (tier: unknown)
- `unknown` means the floor and ceiling land in different bands — not measured enough to name one. It does not mean low.
- This is impact, not likelihood. A high radius is not a defect: a filesystem server is supposed to write files. It is never part of the trust score.

## Machine-readable views of this entry

- Signed JSON: https://forgeregistry.com/api/v1/packages/io.github.LumabyteCo%2Fclarifyprompt
- Install plan: https://forgeregistry.com/api/v1/packages/io.github.LumabyteCo%2Fclarifyprompt/install-plan
- Alternatives: https://forgeregistry.com/api/v1/alternatives/io.github.LumabyteCo%2Fclarifyprompt
- HTML page: https://forgeregistry.com/registry/io.github.LumabyteCo%2Fclarifyprompt
- MCP: POST https://forgeregistry.com/api/mcp → `forge_get_package` / `forge_install_plan`

## About this document

Generated by Forge (https://forgeregistry.com) — a compact rendering of the same record served, signed, at the JSON URL above. Trust and scan facts are the registry's own measurements; anything Forge did not measure is named as unmeasured rather than omitted.