Deterministic AST code-intelligence engine for AI agents — MCP server + REST API for architecture analysis, security audits, and doc generation.
Quick Install
Copy the config for your editor. Some servers may need additional setup — check the README.
Claude Desktop
Claude Code
Cursor
Add to claude_desktop_config.json:
{
"mcpServers": {
"mrcp-engine": {
"command": "npx",
"args": [
"-y",
"faelscarpato/mrcp-engine"
]
}
}
}📋 Copy
Run in terminal:
claude mcp add mrcp-engine npx -y faelscarpato/mrcp-engine📋 Copy
Add to .cursor/mcp.json:
{
"mcpServers": {
"mrcp-engine": {
"command": "npx",
"args": [
"-y",
"faelscarpato/mrcp-engine"
]
}
}
}📋 Copy
README Excerpt
<div align="center"> **Stop feeding your AI agent raw source code. Give it structured intelligence instead.** </div> --- Every time an AI coding agent reads your repository by opening file after file, it's paying what this project calls the **"AI Tax"**: thousands of wasted tokens, slower responses, and a real chance of hallucinating about code it half-read.
Tools (20)
GET POST analyze_repository get_repository_skills_contract mrcp_api_contract_generator mrcp_architectural_drift_detector mrcp_ast_refactor_applier mrcp_auto_test_coverage_gap_finder mrcp_code_metrics_health_scorer mrcp_context_pruning_pack mrcp_dead_code_pruner mrcp_dependency_compatibility_resolver mrcp_docstring_api_doc_generator mrcp_document_analyzer mrcp_env_secret_contract_validator mrcp_git_diff_semantic_summarizer mrcp_impact_analysis mrcp_monorepo_package_graph_analyzer mrcp_run_full_repository_suite mrcp_security_compliance_audit
Topics
ai-agents api ast claude-code cli code-analysis developer-tools economics-models economy ia llm-tools mcp model-context-protocol openai token-optimization