Epistemic guard for AI coding: tracks uncertain values and blocks writes until verified.
A model-agnostic inference-time layer that reads transformer hidden states to classify epistemic state before tokens are committed. LLMs cannot tell when they are hallucinating. A model generating a confident, fluent, wrong answer looks identical from the inside to a model generating a confident, fluent, correct answer. Every downstream system — agents, tools, citation engines, medical assistants…
Inferred from the transports this listing declares (stdio). A client not listed here hasn’t been ruled out — it just isn’t something Forge can confirm.
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.
Forge read 0 source files from the published package tarball and matched no MCP tool registrations. Extraction is pattern-based over shipped source: a server that builds its tool list at runtime, or that ships only bundled or minified code, registers nothing this can see. Treat it as “not detected”, not as “exposes none”.
A model-agnostic inference-time layer that reads transformer hidden states to classify epistemic state before tokens are committed. LLMs cannot tell when they are hallucinating. A model generating a confident, fluent, wrong answer looks identical from the inside to a model generating a confident, fluent, correct answer. Every downstream system — agents, tools, citation engines, medical assistants — inherits this epistemic blindness. Transformer hidden states at late-middle layers encode a…
Forge's dependency resolver reads npm metadata only, so this PyPI package has no resolved tree. That is a gap in coverage, not a clean bill of health.