MCP servers for Claude Desktop

Priority-weighted context window token pruner and FIFO eviction engine protecting LLM prompt boundar

Real-time Tarjan SCC cycle detection on lock Wait-For-Graphs with victim transaction arbitrator

Token entropy and n-gram perplexity analyzer auditing LLM outputs for degenerate repetition loops an

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

Packet ordering simulation and inter-arrival jitter telemetry.

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

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

HMAC-signed zero-width invisible canary token generator and output response leak auditor

Voice pipeline timestamp telemetry profiler and percentile latency calculator

Dynamic SQL AST taint tracking and static vulnerability auditor detecting tautology injections

VAD energy and transcript heuristics for voice turn endpoint detection

One MCP URL for all your connectors — scoped writes, enforced constraints, and a full audit trail.

Create multi-cut AI webtoons (instatoons) with your own GenToon characters and art styles.

U.S. federal grant discovery, details, fit scoring, briefs, and shortlist checks via x402.

Public read-only MCP server for Genvernium product and developer resources.

Scores any URL's AI-search visibility with concrete fixes. $1.50/call via x402.

Cost of living, fair global pay, healthcare costs, nomad visas and tax residency. Free, no key.

Gets a website ready for AI assistants: robots.txt fixed, llms.txt drafted, citable gaps listed.

Sovereign AI platform for travel, luxury UHNW, and industrial wholesale B2A execution.