
In-memory Bloom filter for URL and document hash deduplication preventing redundant web crawler inge
Zero-dependency AST safe mathematical and boolean expression evaluator and validator
Prompt template drift and structural fingerprint sentinel detecting unauthorized prompt mutations an
Tarjan strongly connected components cycle and deadlock detector for multi-agent DAG workflows
Priority-weighted context window token pruner and FIFO eviction engine protecting LLM prompt boundar
Adaptive sliding window query debouncing and micro-batch coalescing engine optimizing LLM throughput
High-resolution MCP tool call latency profiler and P50/P90/P95/P99 telemetry metrics collector
Deterministic reversible tabular and JSON record anonymizer and de-identification guard with HMAC
Real-time streaming sliding-window anomaly and burst detector using z-score and EWMA for spikes
Semantic Versioning 2.0.0 range matcher and dependency tree resolver for multi-agent toolkits and pl
Bidirectional in-memory sensitive vault and surrogate token masker protecting credentials in LLM pro
Positional Borda Count voting and weighted multi-agent consensus engine resolving conflicting model
AST-based Markdown table normalizer rebalancing columns, padding, and exporting clean RFC 4180 CSV a
High-throughput JSON-RPC 2.0 batch pipelining and inter-tool parameter dependency resolver for Model
In-memory distributed lease lock with monotonically increasing fencing tokens preventing multi-agent
Aggregates multiple OpenAPI specifications into a unified virtual routing mesh with service namespac
Agent conversation state snapshotting and time-travel rollback engine pruning divergent hallucinatio
In-memory concurrency leaky-bucket and fair semaphore guard protecting downstream LLM APIs from rate
Crontab syntax parser and distributed jittered task scheduler preventing thundering herds in autonom
Token entropy and n-gram perplexity analyzer auditing LLM outputs for degenerate repetition loops an
Conventional Commits 1.0.0 semantic linter and changelog grouping engine parsing breaking changes an
Safe zero-dependency Jinja-like prompt template parser and renderer supporting for-loops, if-conditi
Pure-Python zero-dependency JWT claims auditor and payload inspector enforcing expiry, audience, and
Multi-model LLM token cost budget ledger and burn rate forecaster enforcing spending limits and earl
Regex and Luhn heuristic PII redaction and tokenization engine sanitizing sensitive emails, phones,
Semantic boundary preserving text chunker maintaining markdown headers, code fences, and paragraphs
Tri-state circuit breaker router managing LLM provider failure cascades, sliding error windows, and
Recursive JSON schema validator and autonomous healer repairing type mismatches, missing defaults, a
Maximal Marginal Relevance (MMR) exemplar selector optimizing semantic relevance and diversity for L
Inspect OpenAPI 3.0 specs and synthesize schema-compliant Model Context Protocol tool declarations w
Full jitter exponential backoff retry scheduling and half-open circuit breaker for LLM APIs
Ultra-low-latency incremental line validator with chunk boundary reassembly and schema auditing
High-dimensional vector embedding semantic SimHash deduplication sentinel with LRU cache simulation
Dynamic SQL AST taint tracking and static vulnerability auditor detecting tautology injections
HMAC-signed zero-width invisible canary token generator and output response leak auditor
LLM output Mermaid diagram linting, unquoted bracket healing, and syntax normalization engine
Adaptive multi-tier TPM/RPM rate limiter with smooth leaky bucket queuing and burst wait estimation
Three-way AST hunk alignment and non-overlapping block conflict resolution for Git cherry-picks
Real-time Tarjan SCC cycle detection on lock Wait-For-Graphs with victim transaction arbitrator
Synthesize semantic AST delta trees across git diffs and classify breaking signature changes
Extract contract defined terms, references, and audit clause dependency cycles
VAD energy and transcript heuristics for voice turn endpoint detection
Voice pipeline timestamp telemetry profiler and percentile latency calculator
Spatial clustering 2D grid reconstructor converting OCR boxes into Markdown tables
Arbitrate conversational interruptions with echo rules and playback truncation estimation
Adaptive WebRTC jitter buffer simulation and inter-arrival jitter telemetry
Arithmetic consistency checks and cross-footing validation for financial statements
Calibrate chart axes and convert bar or scatter pixel coordinates to data values
A lightweight, zero-dependency MCP gateway adapter that enables Claude/Cursor agents to process structured JSON payloads and integrate with GenPark AI agent pipelines.