Is Roampal safe to use?

Roampal has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install Roampal?

Roampal can be installed by cloning its GitHub repository and following the setup instructions in the README.

Roampal provides 7 tools: search_memory, add_to_memory_bank, update_memory, archive_memory, get_context_insights and 2 more. See the full tools list on the server page for descriptions and parameters.

What AI clients work with Roampal?

Roampal is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.

Is Roampal actively maintained?

Roampal is recently maintained — last commit was 47 days ago. It has 121 GitHub stars.

Roampal

Name: Roampal
Author: roampal-ai

by roampal-ai

Memory that learns what works.

121 7 tools GitHub

No known CVEs

No license

Maintained

Last commit 47d ago

Works with most clients

Transport: stdio

7 tools · ~295 tok

Grade A · 0.1% of 200K ctx

Edit this pageView history

Productivity

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "roampal": {
      "command": "<see-readme>",
      "args": []
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/roampal)](https://mcppedia.org/s/roampal)

Read me

What Roampal does

Memory that learns what works. So you can do more of it.

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

69/100across 5 weighted dimensions

How we score →

0255075100

−31

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

Inventory

Tools (7)

Click any tool to inspect its schema.

~295 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Roampal safe to use?: Roampal has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install Roampal?: Roampal can be installed by cloning its GitHub repository and following the setup instructions in the README.
What can Roampal do?: Roampal provides 7 tools: search_memory, add_to_memory_bank, update_memory, archive_memory, get_context_insights and 2 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Roampal?: Roampal is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.
Is Roampal actively maintained?: Roampal is recently maintained — last commit was 47 days ago. It has 121 GitHub stars.

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Community

Discussion

Start a conversation

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Edit this pageView history

Productivity

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "roampal": {
      "command": "<see-readme>",
      "args": []
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/roampal)](https://mcppedia.org/s/roampal)

Read me

What Roampal does

Memory that learns what works. So you can do more of it.

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

README

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. (Paper)

Benchmark Results

LoCoMo dataset (1,986 questions, 5 categories, corrected ground truths). Evaluated with roampal-labs. Dual-graded by local 20B + MiniMax M2.7.

Metric	Result
Non-adversarial accuracy (MiniMax-regraded)	85.8%
Overall (all 5 categories)	76.6%
vs raw ingestion baseline	+23 pts (76.6% vs 53.0%, p<0.0001)
Poison resilience	-4.2 pts after 1,135 adversarial memories
No-memory baseline	6.0% (model has zero LoCoMo knowledge)
Architecture vs model	Architecture: +23 pts. Model swap (GPT-4o-mini): 1.5-2.5 pts

System learns through natural conversation, not transcript ingestion
Absorbs 1,135 poison memories with spoofed trust signals, retaining 72.4% accuracy
Wilson scoring hurts retrieval at every stage (p<0.001) — removed from ranking

Component-level retrieval ablation

Config	Hit@1 Clean	Hit@1 Poison	p-value
TagCascade + cosine	27.3%	29.0%	baseline
Overlap + cosine	25.8%	28.0%	p=0.0003
Pure CE	25.4%	28.4%	—
TagCascade + Wilson	23.0%	25.0%	p<0.0001

Cross-encoder: +17.8 Hit@1 over cosine (p<0.0001)
Tag routing (two-lane): +6.1 Hit@1 clean, +7.5 poison (p<0.0001)
Wilson: -4.3 Hit@1 in every configuration
Nursery slot: zero benefit (p=1.0)

Full methodology in roampal-labs

Quick Start

Download from roampal.ai and extract
Install Ollama or LM Studio
Right-click Roampal.exe → Run as administrator
Download a model in the UI → Start chatting!

Your AI starts learning about you immediately.

Benchmark Results
Key Features
MCP Integration
Architecture
Supported Models
Documentation
Pricing

Key Features

Memory That Learns

Outcome tracking: Scores every result (+0.2 worked, -0.3 failed)
Smart promotion: Good advice becomes permanent, bad advice auto-deletes
Cross-conversation: Recalls from ALL past chats

Your Knowledge Base

Memory Bank: Permanent storage of preferences, identity, goals
Books: Upload .txt/.md docs as searchable reference
Pattern recognition: Detects what works across conversations

Privacy First

100% local: All data on your machine
Works offline: No internet after model download
No telemetry: Your

... View full README on GitHub

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

69/100across 5 weighted dimensions

How we score →

0255075100

−31

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

Inventory

Tools (7)

Click any tool to inspect its schema.

~295 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Roampal safe to use?: Roampal has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install Roampal?: Roampal can be installed by cloning its GitHub repository and following the setup instructions in the README.
What can Roampal do?: Roampal provides 7 tools: search_memory, add_to_memory_bank, update_memory, archive_memory, get_context_insights and 2 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Roampal?: Roampal is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.
Is Roampal actively maintained?: Roampal is recently maintained — last commit was 47 days ago. It has 121 GitHub stars.

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Others in productivity

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Qmd95

mini cli search engine for your docs, knowledge bases, meeting notes, whatever. Tracking current sota approaches while being all local

27.2k 4

com.monday/monday.com94

MCP server for monday.com integration.

412 4

MCP Security Weekly

Get CVE alerts and security updates for Roampal and similar servers.

Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Roampal

Install in your client

What Roampal does

Test This Server

Why this score

69/100across 5 weighted dimensions

Security

Tools (7)

Reviews

Frequently Asked Questions

Similar servers

Discussion

Roampal

Install in your client

What Roampal does

Test This Server

Roampal

Benchmark Results

Quick Start

Table of Contents

Key Features

Why this score

69/100across 5 weighted dimensions

Security

Tools (7)

Reviews

Frequently Asked Questions

Similar servers

Discussion

Roampal

Benchmark Results

Quick Start

Table of Contents

Key Features