spawn
fbratten/spawn/.github/copilot-instructions.md
spawn is a meta-MCP server that analyzes session log patterns and generates new MCP servers.
Copilot instructions0 starsChanged 6 months ago
## spawn - Copilot Instructions spawn is a meta-MCP server that analyzes session log patterns and generates new MCP servers. ### Key Files - `src/mcp_builder_mcp/server.py` - FastMCP server (17 tools) - `src/mcp_builder_mcp/parser/log_parser.py` - Multi-format log parsing - `src/mcp_builder_mcp/scorer/scoring_engine.py` - 5-dimension pattern scoring - `src/mcp_builder_mcp/generator/generator_engine.py` - Code generation from patterns - `src/mcp_builder_mcp/store/pattern_store.py` - JSON-backed pattern library - `tests/` - 14 files, 156 tests (unit + integration + e2e) ### Architecture - AI-agnostic design (data + utilities, AI does semantic understanding) - Dependencies: mcp>=1.0.0, pyyaml>=6.0, jinja2>=3.1 - Optional: Minna Memory integration (graceful degradation) - Generated code uses Jinja2 templates in generator/templates/ ### Testing Run: `python -m pytest tests/ -v`
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