Servers that run on your own machine over stdio. They need Node or Python and a config edit — in exchange your data never reaches someone else's host.
Multi-model LLM token cost budget ledger and burn rate forecaster enforcing spending limits and earl
Adaptive multi-tier TPM/RPM rate limiter with smooth leaky bucket queuing and burst wait estimation
Fast Levenshtein distance and fuzzy similarity matcher autocorrecting hallucinated LLM tool calls
Extract contract defined terms, references, and audit clause dependency cycles
Pure-Python zero-dependency JWT claims auditor and payload inspector enforcing expiry, audience, and
Zero-dependency JSON schema subset validator ensuring LLM structured outputs strictly conform to con
High-throughput JSON-RPC 2.0 batch pipelining and inter-tool parameter dependency resolver for Model
RFC 6901 / RFC 6902 compliant JSON Pointer and JSON Patch delta computation engine
Safe zero-dependency Jinja-like prompt template parser and renderer supporting for-loops, if-conditi
Pure Python 64-register HyperLogLog cardinality estimator for high-speed streaming distinct query es
Spatial clustering 2D grid reconstructor converting OCR boxes into Markdown tables
Tarjan strongly connected components cycle and deadlock detector for multi-agent DAG workflows
Three-way AST hunk alignment and non-overlapping block conflict resolution for Git cherry-picks
Conventional Commits 1.0.0 semantic linter and changelog grouping engine parsing breaking changes an
Maximal Marginal Relevance (MMR) exemplar selector optimizing semantic relevance and diversity for L
Enterprise retry engine with full jitter, decorrelated jitter, and truncated exponential backoff for
Token entropy and n-gram perplexity analyzer auditing LLM outputs for degenerate repetition loops an
In-memory distributed lease lock with monotonically increasing fencing tokens preventing multi-agent
64-bit Twitter Snowflake-compatible distributed unique ID generator with clock backwards drift prote
Real-time Tarjan SCC cycle detection on lock Wait-For-Graphs with victim transaction arbitrator
Crontab syntax parser and distributed jittered task scheduler preventing thundering herds in autonom
Arbitrate conversational interruptions with echo rules and playback truncation estimation
Priority-weighted context window token pruner and FIFO eviction engine protecting LLM prompt boundar
Consistent hashing ring with virtual nodes for distributed LLM cache routing and agent partitioning
In-memory concurrency leaky-bucket and fair semaphore guard protecting downstream LLM APIs from rate
Arithmetic consistency checks and cross-footing validation for financial statements
Three-state circuit breaker with failure rate tripping and automatic half-open probe recovery
In-memory Bloom filter for URL and document hash deduplication preventing redundant web crawler inge
Adaptive WebRTC jitter buffer simulation and inter-arrival jitter telemetry
Synthesize semantic AST delta trees across git diffs and classify breaking signature changes
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