Thoth is the knowledge keeper. He provides a three-layer persistent memory system that gives AI coding assistants instant context without re-reading thousands of source files. Layer 1 (memory.yaml) stores compressed project state. Layer 2 (journal.md) stores timestamped reasoning. Layer 3 (artifacts/) stores deep benchmarks and audits. He also runs the MCP server for integration with Claude, Cursor, and Windsurf.
memory.yaml (WHAT) โ journal.md (WHY) โ artifacts/ (DEEP). 100 lines replaces 23,000 lines of source
22,958 lines โ 297 lines. $4.08 saved per session at Opus 4 pricing
5 tools: scan_workspace, ghost_report, health_check, classify_files, thoth_read_memory
Works with Claude Code, Cursor, Windsurf, and any MCP-compatible IDE
Optional brain model classifies files into 9 categories for intelligent prioritization
$ pantheon mcp
# Start MCP server (stdio protocol)
$ pantheon install-brain
# Download neural classification model
$ pantheon install-brain --update
# Check for latest model version
$ pantheon install-brain --remove
# Self-delete model weights
| Interface | Status | Detail |
|---|---|---|
| MCP | โ Full | 5 tools via stdio JSON-RPC |
| CLI | โ Full | pantheon mcp, install-brain |
| Claude | โ Configured | claude_desktop_config.json |
| Cursor | โ Configured | .cursor/mcp.json |
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