PyPI
cvs-health/uqlm
[JMLR 2026] "UQLM: A Python Package for Uncertainty Quantification in Large Language Models"
Apache-2.0Sep 19, 2026 · metrics 2.10.0
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#hallucination
Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.
13 records
PyPI
MigoXLab/dingo
Dingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool
Apache-2.0Oct 19, 2026 · metrics 2.10.0
Go · PyPI
klarlabs-studio/mnemos
Self-hosted memory + evidence layer for AI agents (Claude Code, Codex, Hermes, ...) — embeddable Go library, MCP / HTTP / CLI, evidence-backed claims, bitemporal recall, axi-go execution kernel with JSONL audit + token budgets, cosign-signed releases with SLSA L3 provenance. No vendor cloud, no per-call billing.
MITSep 9, 2026 · metrics 2.10.0
PyPI · npm · crates.io +1
QWED-AI/qwed-verification
Open-source AI verification infrastructure for deterministic verification of LLM outputs, tool calls, code, schemas, and agent state before production execution.
Apache-2.0Sep 18, 2026 · metrics 2.10.0
npm · crates.io
Harmitx7/tribunal-kit
Anti-hallucination AI agent kit for Cursor, Windsurf & Antigravity. 27 specialist agents, 17 slash commands, 8 Tribunal reviewers. Install: npx tribunal-kit init
MITSep 11, 2026 · metrics 2.10.0
PyPI
lenzhq/lenz-io-python
Official Python SDK + CLI for the Lenz fact-checking API — extract claims from AI output, assess or verify them, and get sourced verdicts with citations.
MITOct 10, 2026 · metrics 2.10.0
npm
armanfatemi/nullius
Most tools check the code your agent wrote. nullius checks how it got there — citations, session journals, weakened tests.
MITOct 14, 2026 · metrics 2.10.0
PyPI
bullpeng72/Agent-Evaluator
LLM agent evaluation framework with 7 Harness Gates (A–G) and 58 metrics. Supports LangChain, CrewAI, AutoGen, DSPy, PydanticAI. Native LLM-as-Judge, OTEL tracing, FastAPI dashboard.
MITOct 18, 2026 · metrics 2.10.0
npm · PyPI · crates.io +1
muthuishere/citenexus
Evidence-first, multilingual, S3-native RAG — answers only from cited evidence (exact quote, page, bbox) and abstains when the evidence is weak, missing or conflicting. The guarantee is "no ungrounded claim". Byte-identical core across Python, Go and JavaScript. Docs: https://muthuishere.github.io/citenexus/
MITOct 21, 2026 · metrics 2.10.0
npm
subodhkc/llmverify-npm
AI model health monitor for LLM apps – runtime checks for drift, hallucination risk, latency, and JSON/format quality on any OpenAI, Anthropic, or local client.
Custom licenseSep 20, 2026 · metrics 2.10.0
PyPI
ruzgarkanar/Lmm
A verifiable memory layer for language models — facts in a graph, every claim with its source.
Apache-2.0Sep 24, 2026 · metrics 2.10.0
npm
LilMGenius/paperthin
Low-level agentic design patterns. Turning old engineering wisdom into reflexes your agent reaches for on its own—on any agent.
MITSep 15, 2026 · metrics 2.10.0
PyPI · npm
nohosa001-pixel/security-gate-x402
The Zero-Trust Safety & Settlement Rail for Autonomous AI Agents. Sub-10ms deterministic guardrails, key leak defense, and cryptographic Proof-of-Safety attestations via x402 on Base ($0.002).
MITOct 9, 2026 · metrics 2.10.0