Roampal - Memory that learns what works.

The memory layer that compounds in value the longer you use it.

Not just what's similar—what actually helped. Say it worked. Say it didn't. The AI remembers.

Open Source • Benchmarked • 100% Local

Stop Re-Explaining Yourself Every Conversation

Every conversation starts from zero. Your AI doesn't remember what worked last time.

Traditional AI: Forgets what failed. Suggests the same wrong thing.

Roampal: Tracks outcomes. Bad advice sinks. Good advice surfaces.

The AI learns from the conversation itself. No rating buttons. No manual tagging. Just natural interaction.

We Tested This

200 adversarial tests. Every question was worded to match the WRONG answer.

• RAG Baseline: 10%
• Reranker: 20%
• Outcomes: 50%

Outcome learning beats rerankers 4×. (p=0.005)

Full methodology on GitHub: https://github.com/roampal-ai/roampal

What Makes It Different

Remembers Who You Are "I prefer TypeScript" → Stored permanently → Never suggests JavaScript again

Learns Your Knowledge Base Upload docs (PDF, DOCX, Excel, CSV, HTML, TXT, MD) → AI references YOUR conventions

Learns What Actually Works Tracks outcomes. Bad advice sinks. Good advice surfaces.

Works With Your Tools

MCP integration for Claude Desktop, Cursor, Cline, Continue.dev - any MCP-compatible tool.

6 MCP Tools: search_memory, add_to_memory_bank, update_memory, archive_memory, get_context_insights, record_response

100% Local. Zero Cloud.

Your data never leaves your machine. No telemetry. No tracking. Works offline.

What You Get

• Roampal v0.2.8 Windows application
• Bundled embedding model - zero external dependencies
• All features unlocked forever
• Free updates

Requirements: Windows 10/11 (64-bit), 8GB RAM

$9.99 One-Time

No subscription. No recurring fees.

Build from source for free on GitHub if you prefer.