NeuroSymbolic-IR MCP Server
mahkande/NeuroSymbolic-IR
NeuroSymbolic-IR converts natural language into a typed, multi-relational semantic graph using explicit opcodes (ISA, CAUSE, GOAL, BELIEVE, BEFORE, MUST). It bridges LLM generation with deterministic reasoning, enabling structured interpretation, constraint validation, and controllable execution for agents, tools, and design systems.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
mahkande/NeuroSymbolic-IR is a Python agent tool. NeuroSymbolic-IR converts natural language into a typed, multi-relational semantic graph using explicit opcodes (ISA, CAUSE, GOAL, BELIEVE, BEFORE, MUST). It bridges LLM generation with deterministic reasoning, enabling structured interpretation, constraint validation, and controllable execution for agents, tools, and design systems.
Ranked #3604 out of 25022 indexed tools.
Ecosystem
Score Breakdown
1 stars → early stage
Last commit 6mo ago → stale
No issues filed → no history to score
0 contributors → solo project
No dependents → no downstream usage
Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →
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