mem0-api

mem0-api is a Memory stores & recall skill for AI agents, published by pinkpixel-dev in the mem0-mcp repository on GitHub. Skillspace rates mem0-api D (66/100) and the safety scan flagged it for review; the rating is based on static analysis only.

Complete reference for building applications with the Mem0 memory API and SDK — a persistent, self-improving memory layer for LLM agents and chatbots. ALWAYS use this skill when the user mentions: "mem0", "mem0ai", "MemoryClient", "Memory()", "memory layer for AI", "persistent agent memory", "long-term memory for chatbots", "cross-session memory", or any request to add memory to AI agents/assistants that survives between conversations. Also trigger when discussing: adding/searching/updating/deleting memories, entity-scoped memory (user_id/agent_id/run_id), Mem0 MCP server integration, Mem0 webhooks, mem0.ai, or migrating from OSS to Platform. If the user wants AI to "remember" things about users across sessions, this skill is almost certainly what they need — trigger it even if they don't mention Mem0 by name.

Grade
D
Quality
66 / 100
Safety
Needs review
GitHub stars
99

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubpinkpixel-dev/mem0-mcp

Our review

Architecture
84 / 100
Maturity
Structured: ships references or scripts
Security scan
Medium-risk patterns
License
MIT
Adoption
Adopted by 0 other repositories, in 1 collections

What the scanner flagged

  • reads environment variables
  • suspicious outbound endpoint
  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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