An MCP server that captures and encodes human rejections of AI output into durable, queryable constraints.

This is an extension example for having the AI output the system message.

Client-side language guardrail for AI output in the browser. Detects and corrects language drift in LLM responses using Chrome's built-in Translator and Language Detector APIs.

Good AI output depends on a great plan. Big Plan makes reviewing agent plans a first-class experience.

Zero-build, Markdown-friendly reactive UI runtime for AI output.

Portable, independently verifiable receipts of how a clinical AI output came to exist.

AI as a Function — structured AI output with typed providers, tracing, and retry

Multi-layer AI output validation syntax, semantic, runtime, security with LLM reviewer and external scanner support

Universal streaming markdown renderer for React and React Native, built for AI output.

MCP server for Human For AI — hire a real human operator for tasks that need physical presence, human perception, or human judgment: real-world verification, product testing, AI output review, data collection, and local errands. Free during the pilot.

Terminal CLI for the ZPL Engine — an independent verification layer for AI output. Score files, clipboard or stdin for bias, sycophancy and consistency; gate CI with `zpl pipe`; compare, diff and watch scores over time. Shell completion, HTTP_PROXY suppor

CertNode MCP Server — verify content authenticity, sign AI output for EU AI Act / FRE 902 compliance, track AI code generation accountability

Text that writes itself on, as an SVG. Streams AI output, understands Markdown, and reports its own byte cost.

RDL Governance Engine — Verified AI output. Patented deontic-epistemic governance.

React hooks and headless primitives for streaming structured AI output

AI Output Verification — pre-commit verification for AI-generated code

Genkit AI framework

MuSAW — Cross-model AI output verifier. Extract claims, detect hallucinations, find real evidence via CrossRef. Works on Claude, GPT, Perplexity, Gemini, any model.

Local PowerShell implementation of the DeepSeek Harness bash executor seam

Zero-dependency bounded-retention primitive: ItemRetainer/TextRetainer + neutral notice helpers (what did we keep, what did we omit)