Roampal vs Spider Cloud

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-10-08
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At a glance

DimensionRoampalSpider Cloud
Primary FunctionOutcome-based AI memory for coding toolsWeb crawling & scraping API for AI agents
Key DifferentiatorWilson score memory, two-lane retrieval, local-firstRust engine, 99.9% success rate, AI extraction
IntegrationsClaude Code, OpenCode, Ollama, LM StudioLangChain, LlamaIndex, CrewAI, Google Cloud Storage, Supabase
Best ForDevelopers using Claude Code for multi-session projectsAI agents needing real-time web data for RAG
Latest News2026-05-01: Memory that learns, context rot solution2026-03-05: Browser AI commands via WebSocket
Roampal
Roampal

A local-first AI memory layer for coding tools that scores memories by whether they actually worked.

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Spider Cloud
Spider Cloud

Spider Cloud is a web scraping and crawling API that turns live pages into markdown or JSON for agents and RAG pipelines.

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Pricing
Freemium
Freemium
Plans
$0/mo
Purchase on Gumroad
$1/GB + $0.0001/CPU-min
From $6/mo
From $40/mo
Custom
Popularity
6 views
7.5k views
Skill Level
Advanced
Intermediate
API Available
Platforms
DesktopCLI
WebAPIPluginCLIDesktop
Categories
🧠 Agent Memory & Runtimes💻 Code & Development
🌐 Web Scraping & Search APIs🖱️ Browser & Computer-Use Agents
Features
Outcome-based memory scoring (Wilson score, usage count, worked/failed/partial)
Outcome detection from natural language phrasing
Score deltas: worked +0.2, failed −0.3, partial +0.05
Two-lane retrieval: 4 summaries + 4 atomic facts per turn
TagCascade tag-first retrieval with tag-overlap tier sorting
Cross-encoder reranking of retrieved candidates
ChromaDB-backed vector lookup per matched tag
Cosine-distance tiebreak and 40-candidate pool floor with cosine fill
Sidecar LLM conversation summarization
Atomic fact extraction into standalone memory records
Noun tag extraction at store time into a known-tag index
Three-tier memory lifecycle: working 24h, history 30d, patterns permanent
Demotion of patterns below score threshold
Memory bank for identity and preferences outside the tier system
Books collection for user-uploaded reference docs
Scrape a single page into markdown, JSON, HTML, raw text, or plain text
Crawl entire sites with each page streamed as one JSONL line in order the moment it finishes
Web search endpoint returns SERP results plus the scraped pages behind them in one call
Custom browser renders like a user: scripts run, lazy images load, infinite scroll completes
Unblocker loads protected pages through a real browser engine with geo checks and a 200
Browser Cloud runs full sessions with anti-detection and rotating exits
Send AI commands (Act, Extract, Observe) over the Browser API WebSocket
Send a prompt on a scrape or crawl request and get the named fields back as JSON
Two-phase AI extraction: a fast model for most pages, a stronger model for complex layouts
Provider router sends scrape and crawl requests to outside providers on your own keys
Data connectors pipe crawl results into S3, GCS, Google Sheets, Azure Blob, or Supabase
Proxy network with 215M+ residential and ISP exits in 199 countries, rotated per request
Requests stream back as they land, in order, without waiting for the last URL
MCP server at mcp.spider.cloud for Claude Code, Codex, Cursor, and Claude Desktop
1,000+ ready-made scraper examples across 32 categories, each with working code
Integrations
Claude Code
OpenCode
Ollama
LM Studio
ChromaDB
LangChain
LlamaIndex
CrewAI
FlowiseAI
Langflow
Dify
Agno
MCP
Codex
Cursor
Claude Desktop
Amazon S3
Google Cloud Storage
Google Sheets

What real users say: Roampal vs Spider Cloud

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Roampal

11 mentions across 2 sources · 63% positive — mixed (averaged across 2 sources)

Hacker News, GitHub

What users praise

  • • Local-first, no cloud dependency — all data stays on your machine.
  • • Outcome-based scoring beats pure embedding similarity (10% to 60% gain).
  • • Poison-resilient against semantic match and spoofed trust.
  • • Automatic memory lifecycle: working → history → patterns tiers.

What frustrates them

  • • Very early stage — only 121 GitHub stars, community is tiny.
  • • Accuracy claims are self-reported, no third-party validation.
  • • Setup requires local LLM for automatic summarization features.
  • • Some users found the blog install pitch too pushy.

Researched Jul 5, 2026

Spider Cloud

No verifiable community signal. We scanned public discussion on Oct 7, 2026 and found posts matching the name “Spider Cloud”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.

Who should pick which

  • AI agent developer building a RAG pipeline
    Pick: Spider Cloud

    Spider Cloud provides fast, structured web data extraction (markdown, JSON) with a Rust engine, 99.9% success rate, and direct integrations with LangChain and LlamaIndex, making it ideal for feeding real-time web content into retrieval-augmented generation.

  • Claude Code user tired of repeating context
    Pick: Roampal

    Roampal's outcome-based memory scores past help by reliability, retrieving 4 summaries and 4 facts per turn. It automatically summarizes conversations and extracts atomic facts, preserving what worked without cloud dependency.

  • Team needing large-scale scraping with anti-detection
    Pick: Spider Cloud

    Spider Cloud's Browser Cloud with stealth anti-detection, rotating proxies, and automatic retries—plus a scraper catalog of 1,000+ examples—handles aggressive sites at $0.03 per 1,000 pages.

  • Privacy-focused developer using OpenCode locally
    Pick: Roampal

    Roampal is local-first with no cloud dependency, integrates with OpenCode, and uses poison-resilient memory. Data never leaves your machine, ideal for sensitive codebases.

  • Data engineer needing real-time web data to cloud storage
    Pick: Spider Cloud

    Spider Cloud's data connectors pipe crawl results directly into S3, GCS, Google Sheets, Azure Blob, or Supabase as pages are found, streamlining ingestion pipelines.

Frequently Asked Questions

Can Spider Cloud be used for AI agent memory?

No—Spider Cloud is for real-time web data extraction, not memory. Use Roampal for AI agent memory in coding tools.

Does Roampal require a cloud subscription?

No, Roampal is local-first and free. No cloud dependency or subscription fees.

What output formats does Spider Cloud support?

HTML, markdown (GitHub, plain), JSON, JSONL, CSV, XML, and plain text.

Can Roampal work with other LLMs besides Claude Code?

Yes—Roampal integrates with OpenCode, Ollama, and LM Studio, so you can use local LLMs.

Is there a free tier for Spider Cloud?

Yes, Spider Cloud is freemium with a free tier; AI Studio add-on costs $6/mo.

How does Roampal prevent memory poisoning?

Roampal is poison-resilient against semantic match and spoofed trust, using Wilson score demotion.

What are the Browser AI commands in Spider Cloud?

Act (click, type, navigate), Extract (pull structured data), and Observe (describe screen) via WebSocket.

Does Roampal cloud-sync memories?

No, Roampal is local-first with no cloud sync or multi-device memory sharing.

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Last reviewed: July 5, 2026