> Anti-hallucination reference MCP for the Ratio platform. Ground-truth lookups for scopes, REST endpoints, webhook events, and OAuth flow. QA environment.

Measure terminal cell width from ground truth — probe the terminal itself, cache, then it's pure arithmetic. Drop-in for string-width / wrap-ansi / cli-truncate.

Vigilo audit benchmarking pipeline — score against Code4rena ground truth via ScaBench

GeoViewer is a real-time Twitter feed App capturing the local ground truth in specific areas with powerful geovisualization / mapping functions.

EDITION — Japan Knowledge Gateway for AI agents. 20 knowledge domains, 7 Skills Packs, 43 MCP tools, Progressive Discovery support. Verified ground truth: regulations, procedures, protocols, calendar, regional, organization, foreign entry, travel, enterta

Evaluation harness for ground truth validation and benchmark pages

Finds the source of original reporting behind a news story

ForgeOS — an installable general-contractor + verification toolkit any AI runs, with the caller's own wallet. Plan → hire specialist agents → recompute every deliverable against on-chain ground truth → pay only what verifies. No always-on host.

Keyless MCP server + CLI for token safety on Base: eth_getCode ground truth (explicit NOT_A_CONTRACT), honeypot.is + GoPlus cross-check, structured pass/caution/fail verdicts. Signals, not guarantees.

Stop AI hallucinations. One scan gives your AI tools ground truth about your project.

Parse and render PPTX files in the browser with a TypeScript-first engine.

A pi extension that gives models a surface to stand on: ground truth about the machine, the clock, the repo, and how pi's bash tool actually behaves -- seen by the model, not the TUI.

Hire the Hunch Oracle Desk from any Node agent in ~20 lines: money-backed forecasts, ground-truth verification, and market spawning over CROO's Agent Protocol (CAP), settled in USDC on Base.

Hook-enforced ground-truth verification for Claude Code. Catches fabricated package names, unpublished versions, unresolvable imports, and nonexistent git SHAs before they land.

Free MCP server giving AI agents crypto/web3 ground-truth tools: rug check (EVM + Solana), token prices, DeFi TVL/yields, stablecoins, Fear & Greed, OFAC wallet screening. No API key, no signup.

> Anti-hallucination reference MCP for the Ratio platform. Ground-truth lookups for scopes, REST endpoints, webhook events, and OAuth flow. Sandbox environment.

From intent to ground truth. A spec-driven development system for AI assisted development.

This tool allows you to easily import your AWS SageMaker Ground Truth labels into Azure's Custom Vision for training.

GPU-poor autoresearch — calibrate any scoring tool against ground truth

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