The real catalog of tools for AI agents

Deterministic reversible tabular and JSON record anonymizer and de-identification guard with HMAC

Bidirectional in-memory sensitive vault and surrogate token masker protecting credentials in LLM pro

Regex and Luhn heuristic PII redaction and tokenization engine sanitizing sensitive emails, phones,

In-memory concurrency leaky-bucket and fair semaphore guard protecting downstream LLM APIs from rate

Arithmetic consistency checks for supplied financial statement data.

High-dimensional vector embedding semantic SimHash deduplication sentinel with LRU cache simulation

Validate, transform, and normalize structured data for AI agents.

Spatial clustering 2D grid reconstructor converting OCR boxes into Markdown tables

Captured web interfaces, screenshots, flows and structured evidence for AI coding agents.

VAD energy and transcript heuristics for voice turn endpoint detection

Calibrate chart axes and convert bar or scatter pixel coordinates to data values

Ultra-low-latency incremental line validator with chunk boundary reassembly and schema auditing

Prompt template drift and structural fingerprint sentinel detecting unauthorized prompt mutations an

Semantic boundary preserving text chunker maintaining markdown headers, code fences, and paragraphs

Recursive JSON schema validator and autonomous healer repairing type mismatches, missing defaults, a

In-memory distributed lease lock with monotonically increasing fencing tokens preventing multi-agent

Extract contract defined terms, references, and audit clause dependency cycles

Adaptive WebRTC jitter buffer simulation and inter-arrival jitter telemetry

Agent conversation state snapshotting and time-travel rollback engine pruning divergent hallucinatio

Positional Borda Count voting and weighted multi-agent consensus engine resolving conflicting model