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#hallucination-detection

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.

14 records
Tagged “hallucination-detection”Ranked by health index
PyPI
92Excellenthealth index
cvs-health/uqlm
[JMLR 2026] "UQLM: A Python Package for Uncertainty Quantification in Large Language Models"
Python★ 1,200↓ 1,591/moSep 19, 2026
Apache-2.0Sep 19, 2026 · metrics 2.10.0
PyPI
88Excellenthealth index
MigoXLab/dingo
Dingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool
Python★ 758↓ 430/moOct 19, 2026
Apache-2.0Oct 19, 2026 · metrics 2.10.0
npm
87Excellenthealth index
chrisryugj/korean-law-mcp
법제처 국가법령정보를 LLM에서 바로 조회하는 MCP 서버. 법령·판례·조례 검색과 인용 검증 | MCP server for Korean law — search statutes, precedents, and ordinances, and verify citations
TypeScript★ 2,749↓ 23.8K/moOct 22, 2026
MITOct 22, 2026 · metrics 2.10.0
PyPI · npm · crates.io +1
86Excellenthealth index
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.
Python★ 58↓ 764/moSep 18, 2026
Apache-2.0Sep 18, 2026 · metrics 2.10.0
PyPI · npm · crates.io
86Excellenthealth index
juyterman1000/entroly
Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-exact recoverable, and carries an auditable receipt. Local-first, works through proxy, MCP, SDK, or agent wrapper.
Python · Rust★ 443↓ 9,156/moSep 12, 2026
Apache-2.0Sep 12, 2026 · metrics 2.10.0
npm
81Excellenthealth index
manojmallick/sigmap
~97% token reduction for AI coding sessions — zero deps, 33 languages, MCP server
JavaScript★ 636↓ 4,235/moSep 11, 2026
MITSep 11, 2026 · metrics 2.10.0
PyPI · npm
80Excellenthealth index
alizahidraja/isnad
Grade every agent, scraper and model in a claim's chain — provenance, trust scoring and audit evidence for LLM pipelines
Python★ 53↓ 2,089/moOct 21, 2026
Apache-2.0Oct 21, 2026 · metrics 2.10.0
PyPI
78Goodhealth index
fathom-lab/styxx
Verification for the agent era. Your coding agent's PR summary cannot lie about its diff - one CI line. Plus the research: the first map of which AI minds can read each other. Every claim machine-verified against committed receipts, negatives included. pip install styxx
Python · HTML★ 15↓ 575/moOct 19, 2026
MITOct 19, 2026 · metrics 2.10.0
npm · PyPI
78Goodhealth index
sinewaveai/agent-security-scanner-mcp
Security scanner MCP server for AI coding agents. Prompt injection firewall, package hallucination detection (4.3M+ packages), 1000+ vulnerability rules with AST & taint analysis, auto-fix.
JavaScript · Python · TypeScript★ 122↓ 2,960/moOct 9, 2026
MITOct 9, 2026 · metrics 2.10.0
npm · crates.io
75Goodhealth index
brianonbased-dev/HoloScript
A general-purpose semantic systems programming language. Describe a system once; real compilers lower the same source into engine builds, backend services, robots, web runtimes, and headset apps. Not a scripting language.
TypeScript★ 7↓ 1,544/moSep 8, 2026
MITSep 8, 2026 · metrics 2.10.0
PyPI
73Goodhealth index
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.
Python★ 0↓ 9,620/moOct 10, 2026
MITOct 10, 2026 · metrics 2.10.0
npm
62Moderatehealth index
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.
TypeScript · JavaScript★ 18↓ 23.2K/moSep 20, 2026
Custom licenseSep 20, 2026 · metrics 2.10.0
Go
59Moderatehealth index
jasondillingham/leonard
Local-first ground-truth toolkit for Claude Code: symbol index + decision log + claim ledger over MCP and hooks.
Go★ 0Sep 20, 2026
Apache-2.0Sep 20, 2026 · metrics 2.10.0
—
22At Riskhealth index
golproductions/check
The anti-hallucination layer for AI agents.
Mixed★ 1Oct 21, 2026
No licenseOct 21, 2026 · metrics 2.10.0