The Builder's Prompt Library
Search 3,323 graded AI prompts for software builders; fetch any prompt by slug. No key needed.
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"builders-prompt-library": {
"url": "https://buildersprompt.com/mcp"
}
}
}Remote endpoints
https://buildersprompt.com/mcpstreamable-httpWhat it can do
Tool inventory
Tools (3)
🟢search_prompts(query, stage, grade, limit)
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.
Input Schema
{
"type": "object",
"properties": {
"query": {
"type": "string",
"minLength": 1,
"maxLength": 256,
"description": "Keywords to search for (max 256 characters)."
},
"stage": {
"description": "Optional delivery stage filter.",
"type": "string",
"enum": [
"Idea",
"Design",
"Build",
"Test",
"Secure",
"Ship"
]
},
"grade": {
"description": "Optional prompt-writing grade filter.",
"type": "string",
"enum": [
"A+",
"A",
"B",
"C"
]
},
"limit": {
"description": "Max results (default 8, max 20).",
"type": "integer",
"minimum": 1,
"maximum": 20
}
},
"required": [
"query"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_prompt(slug)
Fetch the full text and metadata of a single published prompt by its slug, including where it runs (any chat app, chat app with your code pasted in, a tool with web access, or a coding agent).
Input Schema
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"minLength": 1,
"maxLength": 200,
"pattern": "^[a-z0-9-]+$",
"description": "The prompt's URL slug."
}
},
"required": [
"slug"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢list_stages
List the six delivery stages in the Builder's Prompt Library and how many published prompts each contains.
Input Schema
{
"type": "object",
"properties": {},
"$schema": "http://json-schema.org/draft-07/schema#"
}Community
Evidence