Every server in the registry, with its latest security score.
Enterprise retry engine with full jitter, decorrelated jitter, and truncated exponential backoff for
Maximal Marginal Relevance (MMR) exemplar selector optimizing semantic relevance and diversity for L
Conventional Commits 1.0.0 semantic linter and changelog grouping engine parsing breaking changes an
Three-way AST hunk alignment and non-overlapping block conflict resolution for Git cherry-picks
Tarjan strongly connected components cycle and deadlock detector for multi-agent DAG workflows
Spatial clustering 2D grid reconstructor converting OCR boxes into Markdown tables
Pure Python 64-register HyperLogLog cardinality estimator for high-speed streaming distinct query es
Safe zero-dependency Jinja-like prompt template parser and renderer supporting for-loops, if-conditi
RFC 6901 / RFC 6902 compliant JSON Pointer and JSON Patch delta computation engine
High-throughput JSON-RPC 2.0 batch pipelining and inter-tool parameter dependency resolver for Model
Zero-dependency JSON schema subset validator ensuring LLM structured outputs strictly conform to con
Pure-Python zero-dependency JWT claims auditor and payload inspector enforcing expiry, audience, and
Extract contract defined terms, references, and audit clause dependency cycles
Fast Levenshtein distance and fuzzy similarity matcher autocorrecting hallucinated LLM tool calls
Adaptive multi-tier TPM/RPM rate limiter with smooth leaky bucket queuing and burst wait estimation
Multi-model LLM token cost budget ledger and burn rate forecaster enforcing spending limits and earl
In-memory LRU cache with per-key TTL expiration, deterministic eviction, and hit/miss/stale telemetr
LLM output Mermaid diagram linting, unquoted bracket healing, and syntax normalization engine
AST-based Markdown table normalizer rebalancing columns, padding, and exporting clean RFC 4180 CSV a
Cryptographic Merkle tree verification engine for agent state transitions, tool call histories, and
Positional Borda Count voting and weighted multi-agent consensus engine resolving conflicting model
Aggregates multiple OpenAPI specifications into a unified virtual routing mesh with service namespac
Calibrate chart axes and convert bar or scatter pixel coordinates to data values
Inspect OpenAPI 3.0 specs and synthesize schema-compliant Model Context Protocol tool declarations w
Regex and Luhn heuristic PII redaction and tokenization engine sanitizing sensitive emails, phones,
28,351–28,375 of 63,376 servers
