Mem9 Recall (Grade A) logo

Mem9 Recall (Grade A)Security-tested data-ai skill for Claude AI. Grade A. Search shared memories from past sessions. Use when the user's question could benefit from historical context, past decisions, project knowledge,

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Daniel NikulshynReviewed by Daniel Nikulshyn·Updated July 2026

Overview

Mem9 Recall (Grade A) is a security-tested data-ai skill for Claude AI that searches shared memories from past sessions. It's used when a user's question could benefit from historical context, past decisions, project knowledge, or team expertise. The skill analyzes the query, identifies search keywords, and uses them to search memories via a curl call to the Mem9 API. It then evaluates the results, filters out irrelevant information, and returns a concise summary of relevant memories, including key facts, decisions, patterns, and their sources.

Key features

  • Memory search and retrieval
  • Query analysis and keyword identification
  • Filtering by tags or source
  • Concise summary of relevant memories

Pricing

Model
Free
Category
Skills
Rating
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Use cases

Project Review

Use Mem9 Recall to search for past project decisions, knowledge, and expertise to inform current project discussions.

Knowledge Retrieval

Employ Mem9 Recall to retrieve historical context and relevant information from past sessions to answer user queries.

Pros & Cons

Pros

  • Provides historical context to conversations
  • Helps in retrieving past decisions and project knowledge
  • Can filter memories by tags or source

Cons

  • Depends on the quality and relevance of stored memories
  • May return outdated or superseded information if not properly evaluated

Reviews

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Q&A

What are the main limitations of Mem9 Recall?

The skill’s usefulness depends on the quality and relevance of stored memories; it may return outdated or superseded information if the underlying memories aren’t kept current, and irrelevant results are filtered out during evaluation.

Asked by Jarrah Whitlock · Mar 17, 2026

What types of queries benefit most from Mem9 Recall?

It shines when a question needs historical context, such as past decisions, project knowledge, team expertise, or patterns from earlier sessions, because it can search shared memories and surface relevant facts and sources.

Asked by Malik Rasheed · Mar 10, 2026

How does Mem9 Recall integrate with Claude AI?

Mem9 Recall is a data‑AI skill built specifically for Claude AI; it runs as a skill that receives the user query, extracts keywords, makes a curl call to the Mem9 API, and returns a concise summary back into the Claude conversation.

Asked by Tatiana Popescu · Mar 7, 2026

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