MarketNow Registry / AI/ML / causal-memory

causal-memory

Causal memory layer for AI agents — MCP server that records decision→outcome relationships. Survives compaction.

AI/ML v1.0.0 by jingxuanc

Trust score

78/100

Install risk

Review advised

GitHub stars

Source

github

Indexed

2026-09-12

Install

$ cargo install causal-memory

Heuristic signals advise review before installing: young package, low adoption, stale repository, or name similarity to a popular package.

Adoption evidence: 77 GitHub stars.

How MarketNow scored this

Sentinel Index Heuristics — a security-first estimate from public signals:

Package age and release activity (stale repositories lose points)
Verified adoption: registry downloads or GitHub stars, not follower counts
Typosquat distance against the 150 most-installed MCP packages
Injection markers scanned in the package description

Heuristic, not a guarantee. For verified agent credentials and revocation, see the MarketNow Trust API.

What is causal-memory?

Causal memory layer for AI agents — MCP server that records decision→outcome relationships. Survives compaction. Indexed by MarketNow with trust 78/100 (Review advised).

How do I install it?

Run $ cargo install causal-memory Heuristic signals advise review before installing: young package, low adoption, stale repository, or name similarity to a popular package.

What does the trust score mean?

Security-first heuristic over public signals (age, adoption, typosquat distance, injection markers). It is not a popularity ranking and not a guarantee of safety. causal-memory scores 78/100.