io.github.LumabyteCo/clarifyprompt
NPM · CLARIFYPROMPT-MCP · SCANNED AUG 3
AI prompt optimization for 58+ platforms across 7 categories with custom platforms
Available components
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score →
Supply Chain Security87
- No malware found by supply-chain analysis.Pass
- Only part of the dependency tree could be resolved (95 of 99), so this covers what we could see, not the whole tree.Partial
- No install/post-install scripts declared.Pass
- Only part of the dependency tree could be resolved (95 of 99), so this covers what we could see, not the whole tree. View diagnostics → Partial
Provenance & Transparency45
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (Apache-2.0).Pass
- Actively maintained (last published 19 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability82
- 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 723 tokens (~90/item across 8 items; 7 tools + 1 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
- Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
npm · clarifyprompt-mcp
claude mcp add lumabyteco-clarifyprompt -- npx -y clarifyprompt-mcp
codex mcp add lumabyteco-clarifyprompt -- npx -y clarifyprompt-mcp
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"lumabyteco-clarifyprompt": {
"type": "local",
"command": [
"npx",
"-y",
"clarifyprompt-mcp"
],
"enabled": true
}
}
} openclaw mcp add lumabyteco-clarifyprompt --command npx --arg -y --arg clarifyprompt-mcp
mcp_servers:
lumabyteco-clarifyprompt:
command: "npx"
args: ["-y", "clarifyprompt-mcp"] {
"mcpServers": {
"lumabyteco-clarifyprompt": {
"command": "npx",
"args": [
"-y",
"clarifyprompt-mcp"
]
}
}
} Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 3 Aug 26 +4
- Stability: unverified → 0.27 ▲ functional
- 2 Aug 26 +41
- Provenance: unverified → fail ▼ security
- Install scripts: unverified → pass ▲ security
- Known CVEs: unverified → partial ▲ security
- Malware scan: unverified → pass ▲ security
- Stability: Stability not yet verified: not enough scan history yet (needs a 30-day window). security
- Schema quality: 100 → unverified ▼ functional
- Security disclosure: fail → unverified ▼ functional
- Tool coverage: 100 → unverified ▼ functional
- Schema quality: unverified → good ▲ functional
- MCP protocol: unverified → pass ▲ functional
- Maintenance: unverified → pass ▲ functional
- Dependency health: unverified → partial ▲ functional
- License: unverified → pass ▲ functional
- Licence: Apache-2.0 functional
- 1 Aug 26 +21
- Schema quality: unverified → 100 ▲ functional
- Tool coverage: unverified → 100 ▲ functional
- 31 Jul 26 −30
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 30 Jul 26 +11
- Malware scan: pass → unverified ▼ security
- Tool coverage: unverified → 100 ▲ functional
- Schema quality: unverified → 100 ▲ functional
- 28 Jul 26 −29
- Tool coverage: 100 → unverified ▼ functional
- Schema quality: 100 → unverified ▼ functional
- 27 Jul 26 53
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 3 Aug 2026 · Analysed npm/[email protected]
Provenance none
Ecosystem: npm · Outcome: none
Dependencies 95 packages
95 packages in the resolved dependency tree · 95 deprecated · 29 stale.
The dependency tree was only partially resolved, so these counts may be incomplete.
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.
list_categories ~21
List all available prompt optimization categories with platform counts including custom platforms
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
list_modes ~35
List available output modes for prompt optimization (concise, detailed, structured, step-by-step, bullet-points, technical, simple)
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
list_platforms ~33
List available platforms for a category, including custom registered platforms.
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | yes | Category to list platforms for |
No output schema declared.
No examples provided.
optimize_prompt ~200
Optimize a prompt for a specific AI platform. Supports 7 categories and 58+ platforms including Midjourney, DALL-E, Stable Diffusion, Sora, Runway, HeyGen, ElevenLabs, Suno, Claude, ChatGPT, DeepSeek, Cursor, Jasper, and more. Also supports custom registered platforms. Category and platform are auto-detected when omitted.
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | — | Prompt category. Auto-detected from prompt content when omitted. |
| enrich_context | boolean | — | Use web search for context enrichment (supports Tavily, Brave, Serper, SerpAPI, Exa, SearXNG) |
| mode | string | — | Output mode |
| platform | string | — | Target platform ID (e.g. midjourney, dall-e, sora, suno, claude, cursor, or a custom platform ID). Uses category default when omitted. |
| prompt | string | yes | The prompt to optimize |
No output schema declared.
No examples provided.
register_platform ~187
Register a new custom AI platform for prompt optimization. The platform must belong to an existing category. Use instructions or instructions_file to provide detailed guidance on how prompts should be optimized for this platform.
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | yes | Category this platform belongs to |
| description | string | yes | Short description of the platform |
| id | string | yes | Unique platform ID (lowercase, alphanumeric with hyphens, e.g. 'my-llm') |
| instructions | string | — | Inline instructions for prompt optimization on this platform |
| instructions_file | string | — | Path to a .md file with detailed instructions (relative to config dir's instructions/ folder, or absolute) |
| label | string | yes | Human-readable platform name (e.g. 'My Custom LLM') |
| syntax_hints | array | — | Platform-specific syntax hints (e.g. ['system prompts', 'JSON mode']) |
No output schema declared.
No examples provided.
unregister_platform ~72
Remove a custom platform registration. Cannot remove built-in platforms, but can remove instruction overrides from them.
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | yes | Category the platform belongs to |
| id | string | yes | Platform ID to remove |
| remove_override_only | boolean | — | If true, only remove instruction overrides (for built-in platforms) |
No output schema declared.
No examples provided.
update_platform ~162
Update a custom platform or add/override instructions on a built-in platform. For built-in platforms, only instructions, instructions_file, and syntax_hints_append are supported.
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | yes | Category the platform belongs to |
| description | string | — | Updated description (custom platforms only) |
| id | string | yes | Platform ID to update |
| instructions | string | — | Inline instructions (replaces existing) |
| instructions_file | string | — | Path to .md instructions file (replaces existing) |
| label | string | — | Updated display name (custom platforms only) |
| syntax_hints | array | — | Replace syntax hints (custom platforms only) |
| syntax_hints_append | array | — | Additional syntax hints to append (works for both built-in and custom) |
No output schema declared.
No examples provided.