roampal: Memory that learns what works

by roampal-ai · MCP Server · ★ 125

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

Security audit verdict: SAFE · quality 62/100

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.

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.

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Quick Facts

Stars125
Forks21
LanguagePython
CategoryMCP Server
Quality Score62/100
Last Updated2026-05-12
Created2025-10-26
Platformsmcp, python
Est. Tokens~551k

About roampal

Roampal Memory that learns what works. So you can do more of it. Say it worked. Say it didn't. The AI remembers. Stop re-explaining yourself every conversation. Roampal remembers outcomes, learns from feedback, and gets smarter over time—all 100% private and local. 85.8% non-adversarial on LoCoMo (1,986 questions). +23 pts over raw ingestion. Absorbs 1,135 poison memories losing only 4 pts.

Compatible Skills

These tools work well together with roampal for enhanced workflows:

  • SuperPowersWUI — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)
  • codec — semantic(0.27)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
  • Deus — semantic(0.35)+complementary+same_lang+similar_pop+shared_platform (57%)

roampal alternative? Top 6 similar tools

Looking for a roampal alternative? If you're comparing roampal 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.

  • lilbee by tobocop2 · ⭐ 68

    The whole local AI stack in one executable: it runs and manages local AI models across every GPU, and it's a s

  • agentic-signal by code-forge-temple · ⭐ 177

    🤖 Visual AI agent workflow automation platform with local LLM integration - build intelligent workflows using

  • OGAD by off-grid-ai · ⭐ 144

    Your private, on-device personal AI assistant for macOS and Windows. Chat, create, search files, and connect t

  • Ori-Mnemos by aayoawoyemi · ⭐ 328

    Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

  • knowledge-rag by lyonzin · ⭐ 302

    Local RAG server for Claude Code, Cursor and other MCP clients: hybrid BM25 + vector search with cross-encoder

  • omega-memory by omega-memory · ⭐ 220

    Persistent memory for AI coding agents

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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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