sint-resonance-mcp
Resonance Detection MCP server that proactively finds cross-domain pattern matches between the current problem and past experiences.
README
sint-resonance-mcp
Resonance Detection MCP server — proactively finds cross-domain pattern matches between the current problem and past experiences.
Tools
| Tool | Description |
|---|---|
resonance_index(domain, problem, solution, tags) |
Index a problem-solution pair |
resonance_find(query, k, domains) |
Find top K resonating past problems |
resonance_structural(problem_structure, k) |
Match by structural pattern (not keywords) |
resonance_proactive(context_snapshot) |
Auto-suggest resonances from current context |
resonance_domains() |
List all domains in index |
resonance_stats() |
Index statistics |
Architecture
sint-resonance-mcp/
├── server.py — FastMCP server
├── config.py — NAME, VERSION
├── resonance/
│ ├── index.py — Problem-solution index (persisted to ~/.config/opencode/resonance/)
│ ├── embeddings.py — TF-IDF + keyword overlap similarity (zero external deps)
│ ├── structural.py — Structural pattern matching (AST-like fingerprints)
│ └── proactive.py — Proactive suggestion engine
└── pyproject.toml
Persistence
Data is stored at ~/.config/opencode/resonance/index.json — survives server restart.
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