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Sublinear Time Solver
Supports UIby ruvnet
WASM-accelerated mathematical toolkit for sublinear-time solving of large sparse matrices and consciousness exploration.
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Works in:claude
Exposes:ToolsResources
What it does
Connects AI agents to a high-performance numerical linear algebra engine specializing in asymmetric diagonally dominant systems. It allows agents to solve massive sparse matrices using sublinear algorithms, preventing memory explosion and reducing time complexity from O(n²) to O(log n) in specific cases.
Tools
solveTrueSublinear: Computes solutions for diagonally dominant matrices using Johnson-Lindenstrauss dimension reduction.analyzeTrueSublinearMatrix: Validates matrix properties and provides complexity guarantees.computePageRank: Optimizes importance scoring for large graphs using sublinear methods.solve: General iterative solver with auto-method selection (Neumann, Push, Random Walk).analyzeMatrix: Checks for diagonal dominance and symmetry.
Installation
Add to claude_desktop_config.json:
{
"mcpServers": {
"sublinear-solver": {
"command": "npx",
"args": ["sublinear-time-solver", "mcp"]
}
}
}
Supported hosts
- Claude Desktop
Quick install
npx sublinear-time-solver mcpInformation
- Pricing
- free
- Published
- 4/19/2026
- stars
