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The Builder's Prompt Library

Server Details

Search 3,323 graded AI prompts for software builders; fetch any prompt by slug. No key needed.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
ADahling/builders-prompt-library-data
GitHub Stars
0
ChatGPT
–
Claude
–

TDQS

A4.1/5.0

Scored across 3 tools

Disambiguation5/5

Each tool has a clearly distinct role: search_prompts finds prompts, get_prompt retrieves a specific prompt by slug, and list_stages enumerates the six delivery stages. There is no meaningful overlap between discovery, retrieval, and taxonomy browsing.

Naming Consistency5/5

All tool names follow a consistent snake_case verb_noun pattern: get_prompt, list_stages, search_prompts. The verbs accurately reflect each tool's operation.

Tool Count5/5

Three tools are well-scoped for a read-only prompt library: one for search, one for full retrieval, and one for stage taxonomy. Each earns its place without excess surface area.

Completeness4/5

The core workflow of discovering, filtering, and retrieving prompts is covered, including stage filtering and full-text access. Minor gaps exist around browsing all prompts or categories without a keyword, but agents can work around this via search.

Available Tools

3 tools
get_promptGet promptA
Read-onlyIdempotent
Inspect

Fetch the full text and metadata of a single published prompt by its slug, including where it runs (any chat app, chat app with your code pasted in, a tool with web access, or a coding agent).

Inputs: slug (required).

list_stagesList stagesA
Read-onlyIdempotent
Inspect

List the six delivery stages in the Builder's Prompt Library and how many published prompts each contains.

Inputs: no named parameters.

search_promptsSearch promptsA
Read-onlyIdempotent
Inspect

Search the Builder's Prompt Library (3,323 rubric-graded prompts for software delivery) by keyword. Optionally filter by delivery stage or prompt-writing grade. Returns ranked matches with slug, title, summary, stage, category, and grade. Grades and quality_score describe prompt writing, not tested model performance.

Inputs: query (required), grade, limit, stage.

Tool Schema Changelog

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