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MCP server · Developer Tools

Causal Memory

by · github.com/JingxuanC/causal-memory

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

Unclaimed devtools
InstallView source
34Low

Scored 2 months ago · breakdown

About Causal Memory

Causal Memory is an MCP server published by JingxuanC in the Developer Tools category: causal memory layer for AI agents — MCP server that records decision→outcome relationships. Survives compaction.

The repository has 102 stars and 11 forks, with the last commit 12 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/JingxuanC/causal-memory

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (17)

causal_directoryPinned in system prompt

Parameters not published.

counterfactual_queryWhen choosing between options

Parameters not published.

intervention_query**Before taking an action**

Parameters not published.

invalidate_decisionWhen a lesson is wrong

Parameters not published.

invalidate_patternWhen a mined pattern is wrong

Parameters not published.

prediction_reportPeriodic calibration check

Parameters not published.

reconstruct_lessonWhen you want the distilled lesson

Parameters not published.

record_decisionAfter acting on a decision

Parameters not published.

record_factWhen learning a stable fact

Parameters not published.

rememberAfter any meaningful exchange

Parameters not published.

Show all 17 tools
resolve_updatesAfter contradicting outcomes

Parameters not published.

search_causalBefore a non-trivial decision

Parameters not published.

search_factsWhen you need "what is" info

Parameters not published.

search_memoryWhen unsure which type

Parameters not published.

search_patternsTo recall cross-task lessons

Parameters not published.

trace_causeWhen something fails

Parameters not published.

trace_cause_chainDeep failure analysis

Parameters not published.

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Questions

About Causal Memory

How do I install Causal Memory?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Causal Memory safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Causal Memory still maintained?

Yes — the last commit was 12 days ago. The repository has 102 stars and 11 forks.