XMem: India's First open source multi-modal, multi-agentic long‑term memory layer for AI agents

by XortexAI · MCP Server · ★ 234

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Featured in: Agent Memory

How to install XMem

npx create-xmem@latest

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 63/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agent-memoryai-agentschatgptclaudecursordeveloper-toolsgraph-ragllmlong-term-memorymcp

Quick Facts

Stars234
Forks54
LanguagePython
CategoryMCP Server
LicenseBSD-3-Clause
Quality Score63/100
Open Issues32
Last Updated2026-06-03
Created2026-02-12
Platformsclaude-code, mcp, python
Est. Tokens~1005k

About XMem

XMem The Memory Layer for AI That Never Forgets Give every AI agent and LLM interface persistent, cross-platform memory out of the box. English  •  简体中文  •  日本語  •  हिन्दी Demo  •  Features  •  Architecture  •  Benchmarks  •&nb

Compatible Skills

These tools work well together with XMem for enhanced workflows:

  • vektori — semantic(0.43)+complementary+rare_topics+same_lang+similar_pop+shared_platform (65%)
  • honcho — semantic(0.53)+complementary+rare_topics+same_lang+shared_platform (63%)
  • hipocampus — semantic(0.40)+complementary+rare_topics+similar_pop+shared_platform (58%)
  • emergent — semantic(0.38)+complementary+same_lang+similar_pop+shared_platform (58%)

XMem alternative? Top 6 similar tools

Looking for a XMem alternative? If you're comparing XMem with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • atlassian-mcp-server by atlassian · ⭐ 1.1k

    Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucke

  • atomicmemory by atomicstrata · ⭐ 433

    Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and

  • maximem_synap_sdk by maximem-ai · ⭐ 76

    The memory layer for production AI agents. Python + JS SDKs, 24 framework integrations, MCP server.

  • mira-OSS by taylorsatula · ⭐ 477

    This is the public release of MIRA OS. Discrete memories decay through momentum loss, tools auto-configure whe

  • deepcontext-mcp by Wildcard-Official · ⭐ 278

    DeepContext is an MCP server that adds symbol-aware semantic search to Claude Code, Codex CLI, and other agent

  • notion-mcp-server by awkoy · ⭐ 177

    Notion MCP server with token auth: connect Claude Code, Claude Desktop, Cursor, VS Code and Codex to Notion pa

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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