Synthesize semantic AST delta trees across git diffs and classify breaking signature changes
18 MCP servers
Three-way AST hunk alignment and non-overlapping block conflict resolution for Git cherry-picks
Spatial clustering 2D grid reconstructor converting OCR boxes into Markdown tables
Calibrate chart axes and convert bar or scatter pixel coordinates to data values
Voice pipeline timestamp telemetry profiler and percentile latency calculator
Ultra-low-latency incremental line validator with chunk boundary reassembly and schema auditing
Full jitter exponential backoff retry scheduling and half-open circuit breaker for LLM APIs
Adaptive WebRTC jitter buffer simulation and inter-arrival jitter telemetry
Arithmetic consistency checks and cross-footing validation for financial statements
Arbitrate conversational interruptions with echo rules and playback truncation estimation
Real-time Tarjan SCC cycle detection on lock Wait-For-Graphs with victim transaction arbitrator
Extract contract defined terms, references, and audit clause dependency cycles
Adaptive multi-tier TPM/RPM rate limiter with smooth leaky bucket queuing and burst wait estimation
LLM output Mermaid diagram linting, unquoted bracket healing, and syntax normalization engine
HMAC-signed zero-width invisible canary token generator and output response leak auditor
Dynamic SQL AST taint tracking and static vulnerability auditor detecting tautology injections
High-dimensional vector embedding semantic SimHash deduplication sentinel with LRU cache simulation
VAD energy and transcript heuristics for voice turn endpoint detection