PyRank

Anti Hallucination Python Packages

Python packages with the GitHub topic anti-hallucination. Sorted by monthly downloads, with stars and forks.
zoharbabin
web-researcher-mcp

Give your AI assistant real web search, full-page reading, and multi-source research with citations that are never fabricated.

7K 66 9
2akouwu
reverify

Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Reverse engineering is the proving ground. MCP server + CLI.

3K 1K 240
ai4curation
provedown

Markdown-native verifiable literate documents

2K 2 0
lastsearch-hq
lastsearch

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

799 20 8
0Smallcat0
report-workflow

Give your AI your files and one sentence; get back a Word document you can hand in. A number or citation that isn't in your files never reaches the page.

637 0 0
aureliocpr-ctrl
verimem

Verified memory for AI agents: gated writes, provenance on every read, bi-temporal history, abstention instead of hallucination. AGPL/commercial.

319 4 1
lastsearch-hq
langchain-lastsearch

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

244 20 8
lastsearch-hq
crewai-lastsearch

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

230 20 8
lastsearch-hq
llamaindex-lastsearch

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

227 20 8
aucontraire
registree

Anti-hallucination class registry for coding agents, served over MCP

180 0 0
ggueret
facto-run

Real-time package ecosystem data for AI coding agents

167 0 1
sophiacave
sovereign-brain

Local-first persistent memory for AI agents. SQLite + sqlite-vec. Semantic search, graph relationships, anti-hallucination. Zero cloud dependency.

102 0 0
NORTHTEKDevs
factgate

A hallucination gate whose verdict is a comparison, not a judgement: parameter-free fact verification for LLM claims over a declared domain. pip install factgate

96 0 0