7 projects
agent-lsp
MCP server for language intelligence. 53 tools, 30 languages, speculative execution.
gcf-proxy
Bidirectional MCP proxy that translates between JSON and GCF. 50-92% fewer tokens. 100% comprehension on every frontier model. Zero code changes.
gcf-python
The AI-native wire format for structured data. 50-92% fewer tokens than JSON, with multi-turn delta encoding for agent loops. 100% comprehension on every frontier model. Zero dependencies.
knowing
Content-addressed knowledge graph for software systems
mcp-assert
Deterministic correctness testing for MCP servers
pytest-mcp-assert
pytest plugin for mcp-assert: run MCP server assertions as pytest test items
shelfctl
Personal library manager for PDFs using GitHub Release assets
