MCP Server

Your AI agent,
supercharged

One command. 13 tools. Your AI coding agent gets 1,500+ battle-tested prompts, smart enhancement, workflow chains, config generation, and real-time code quality scoring with auto-fix — directly inside your IDE.

Works offline in Claude Code, Cursor, Windsurf, and GitHub Copilot. No API keys needed.

$npx promptrr-mcp-server
13
Tools
4
Resources
4
IDEs

Prompt Tools

Enhance, fix, search, or generate — your agent picks the right tool automatically.

6
enhance_prompt

Turn a vague idea into a production-ready prompt

fix_bad_output

Analyze bad AI code and get a better prompt

search_prompts

Search 2,500+ curated prompts by keyword

generate_from_template

Generate from pre-built templates with guided inputs

generate_chain

Multi-step prompt chains for complex features

generate_config

Generate CLAUDE.md, .cursorrules, copilot-instructions

Drift Detector

Scores code 0-100, auto-fixes violations, tracks history & baselines. Zero AI calls.

7
detect_drift

Full analysis of code files against conventions from CLAUDE.md, .cursorrules, etc.

quick_drift_scan

Instant single-snippet scan with default conventions

parse_conventions

Extract coding rules from any AI config file

compare_drift

Before/after comparison — see if your changes improved quality

drift_fix

Auto-fix common violations — var→const, console removal, type imports, and more

drift_history

Track drift scores over time — record entries, view trends, and monitor progress

drift_baseline

Set a quality baseline and compare future scans against it

Checks:namingstyleimportsboundariessecuritytesting
Setup in 30 seconds

Add to your IDE

Paste the config into your IDE's MCP configuration file. Your AI agent will discover all 13 tools, 4 resources, and 4 prompts automatically.

$ npx promptrr-mcp-server