MCP Tools DirectoryAbout this integration
AI prompt optimization for 58+ platforms across 7 categories with custom platforms
- Transport
- stdio
- Authentication
- unknown
- Initial setup
- credentials
- Runtime
- unattended
- Evidence
- documented
- Version
- 1.1.3
- Package
- clarifyprompt-mcp
- Last compatibility test
- Not independently tested
Connect your agent
clarifyprompt-mcpPublisher documentation was reviewed without installing or executing the package or invoking a model. The server can read workspace signals, persist local traces and memory, call the configured LLM and optional search provider, and exposes destructive management tools that supporting clients should confirm.
Capabilities: prompt optimization and composition, workspace-aware grounding and critique, local memory, traces, and knowledge packs
Connected profiles
Additional details
io.github.LumabyteCo/clarifyprompt
Source ↗ · Checked 2026-09-171.1.3
Source ↗ · Checked 2026-09-17CC0-1.0; package licenses are separate
Source ↗ · Checked 2026-09-17npm
Source ↗ · Checked 2026-09-17LLM_API_URL, LLM_MODEL
Source ↗ · Checked 2026-09-17clarifyprompt-mcp
Source ↗ · Checked 2026-09-191.15.0
Source ↗ · Checked 2026-09-19Publisher documentation defines stdio as the default transport and requires a configured LLM endpoint and model for prompt operations.
Source ↗ · Checked 2026-09-19LLM_API_URL and LLM_MODEL are required. LLM_API_KEY depends on the chosen endpoint and is not needed for local Ollama, so authentication varies by provider.
Source ↗ · Checked 2026-09-19The documented stdio configuration launches npx -y clarifyprompt-mcp with LLM_API_URL and LLM_MODEL environment values.
Source ↗ · Checked 2026-09-19Publisher documentation reviewed; package and integration endpoint not executed or independently security-audited.
Source ↗ · Checked 2026-09-19