numguard
numguard is an open-source verification layer for checking numerical claims in agent evaluations, leaderboards, and backtests. It produces signed reproducibility receipts and supports agent-callable access with prepaid credits and x402 pay-per-call metering.
Overview
7 featuresnumguard is an Agent evaluation & testing project. It focuses on preventing unverified numerical claims from entering agent evaluations, leaderboards, and backtests. numguard is an open-source project aimed at AI developers and researchers. The project is open source (MIT). It ships for the command line and API, and it can be self-hosted.
It is developed by ipezygj, and it first shipped in 2026. Development happens publicly on GitHub with 107 commits in the last 90 days. Among its 7 catalogued features are number verification, reproducibility receipts, and agent-callable checks. It exposes integrations via an MCP server and a public API.
Summary written by a language model from the project’s public pages.
- Number verification
- Reproducibility receipts
- Agent-callable checks
- Backtest validation
- Signed results
- Prepaid credits
- Pay-per-call metering
Built with & integrations
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about numguard
- What does numguard do?
- Numguard focuses on preventing unverified numerical claims from entering agent evaluations, leaderboards, and backtests. It is catalogued under Agent evaluation & testing on PulseGate.
- Who is numguard for?
- numguard is an open-source project built for AI developers and researchers.
- Is numguard free?
- Yes — numguard is open source under the MIT license and free to use.
- What platforms does numguard run on?
- numguard runs on the command line and API. It can also be self-hosted.
- Is numguard still maintained?
- The GitHub repository shows 107 commits in the last 90 days.
- What are alternatives to numguard?
- Similar projects tracked by PulseGate include llm-canary, OpenClaw Arena, and ruleprof.llm-canaryOpenClaw Arenaruleprof
- Who makes numguard?
- numguard is developed by ipezygj.
- When did numguard launch?
- numguard first shipped in 2026.
Also in Agent evaluation & testing
Same category — not a similarity match