MCP server for validating legal citations against CourtListener's 9M+ opinion database — detects AI-hallucinated citations, name mismatches, and ambiguous reporters with an interactive citation panel.

High-performance MCP server for USPTO Patent File Wrapper API with secure document downloads, metadata access, and context reduction

High-performance MCP server for USPTO Final Petition Decisions API with context reduction and cross-MCP integration

High-performance MCP server for USPTO Patent Trial and Appeal Board (PTAB) with context reduction, progressive disclosure workflows, and seamless cross-MCP integration

Real-time NGINX access-log triage and alerting for humans and AI: terminal UI, bot visibility, traffic signals, and token-efficient JSONL sidecar output. Built for ops teams that want to understand their traffic, not just store it.

🚀 Improve patent analysis with a high-performance MCP server for USPTO Final Petition Decisions, featuring context reduction and customizable fields.

Shared Context Reduction (SCR) — the systematic elimination of mutually known information between communicating agents.

LLM Agent for Large-Scale Data Processing on Models with Limited Context.

A CLI and MCP server for Multi Language codebase graph indexing, call tracing, and LLM-assisted diagnosis. Builds a static call graph via tree-sitter, traces method and route flows, generates deterministic flow and error investigation docs.

𓁟 Thoth — Persistent knowledge system for AI-assisted development. 98% context reduction. Works with Claude, Cursor, Windsurf, Copilot. Part of the Sirsi Pantheon.

Hermes Agent plugin for safe Headroom context reduction: CCR retrieval, /headroom status/smoke/audit, loopback-first proxy guardrails, and OS/Python runtime smoke.