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licenseC
qualityF
maintenanceMonitors and analyzes interactions between MCP servers to detect emergent patterns, visualize coupling relationships, and suggest optimal next actions based on system coherence and resonance state.
12
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sint-resonance-mcp
by kostyk348
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@sint-resonance-mcpfind past solutions similar to my current debugging problem"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
sint-resonance-mcp
Resonance Detection MCP server — proactively finds cross-domain pattern matches between the current problem and past experiences.
Tools
Tool | Description |
| Index a problem-solution pair |
| Find top K resonating past problems |
| Match by structural pattern (not keywords) |
| Auto-suggest resonances from current context |
| List all domains in index |
| Index statistics |
Related MCP server: verifiable-thinking-mcp
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.tomlPersistence
Data is stored at ~/.config/opencode/resonance/index.json — survives server restart.
This server cannot be deployed
Maintenance
ActivitySlowing
ResponsivenessNo issues
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