Memtrace Public vs Spider Cloud

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

Analysis reviewed Live tool data as of 2026-08-23
Cross-checked through our multi-step verification ·
Saved

At a glance

DimensionMemtrace PublicSpider Cloud
PricingContact sales (waitlist-only as of mid-2026)Freemium with paid plans; ~$0.03/1k pages + $6/mo AI Studio add-on
Primary Use CaseShared memory + coordination for multi-agent coding fleetsWeb crawling & scraping for AI agents & RAG pipelines
Core TechnologyBi-temporal graph database (MemDB), built in RustRust engine with stealth anti-detection & rotating proxies
Latest News ImpactNew open-source tool Enola released (2026-07-02) — deterministic architecture graphsBrowser AI commands (Act/Extract/Observe) + scraper catalog (1k+ examples) + data connectors
Target AudienceTeams running multiple AI coding agents (Cursor, Claude Code, etc.)AI developers needing web data for RAG or LLM context
Privacy & HostingSelf-hosted (local laptop), no LLM calls, code never leavesCloud API with open-source self-host fallback

If you run a fleet of AI coding agents and need shared memory with conflict detection, Memtrace is purpose-built—but it's waitlist-only and weakens for single-agent setups. For web data retrieval powering AI agents or RAG, Spider Cloud offers a proven, low-cost API with real-time scraping features and recent Browser AI commands. Choose Memtrace for coordination, Spider Cloud for data.

Memtrace Public
Memtrace Public

Shared structural memory for multi-agent coding: bi-temporal graph, MCP-native, 27x faster in v1.0.0

Visit Website
Spider Cloud
Spider Cloud

AI web scraping API that turns any site into markdown or JSON for AI agents, pay-as-you-go or flat-rate.

Visit Website
Pricing
Freemium
Freemium
Plans
$0/mo
$0
$1/GB
$40/mo
$6/mo
Popularity
2 views
7.5k views
Skill Level
Advanced
Intermediate
API Available
Platforms
CLIPlugin
WebAPICLI
Categories
🧠 Agent Memory & Runtimes🔌 MCP Servers & Agent Tooling
🌐 Web Scraping & Search APIs🖱️ Browser & Computer-Use Agents
Features
Bi-temporal graph database (MemDB) with time-as-first-class
GPU-accelerated graph engine (27x faster in v1.0.0)
Live code map: functions, files, call graph, dependencies
Fleet coordination: agents announce intent and auto-merge safe overlaps
Time travel: rewind to any past state in milliseconds
Impact analysis: query breakage before editing
Persistent decision memory (Cortex) for conventions and rationale
MCP-native integration with Cursor, Claude Code, Codex, Gemini CLI, Windsurf, VS Code
REST API for Graph and Fleet tools (v0.8.55)
Hybrid BM25 + semantic search over code graph
Detects non-HTTP dependencies and Java/C# API topology (v1.0.0)
Auto-merges 90% of parallel-work overlaps
Local-first: source code stays in your environment
No LLM calls for memory or coordination
CLI with 83 MCP tools, stdio or HTTP
Scrape any website into markdown or JSON
Full-site crawling at 100K+ pages/sec
SERP, scraping, and extraction in one Web Search API call
Silk custom AI model for HTML-to-structured-data and captcha solving
Browser Cloud with CDP control and AI commands via WebSocket
Supports HTML, raw, plain text, JSON, JSONL, CSV, and XML
Stealth browser layer to bypass anti-bot measures
1,000+ ready-made scraper examples across 32 categories
10,000 core API requests per minute by default
Flat-rate Unlimited plan and pay-as-you-go with no expiry
Rust engine for performance
Robots.txt compliance on by default, disable per-request
Native integrations for LangChain, LlamaIndex, CrewAI, FlowiseAI, AutoGen, Agno
Integrations
Cursor
Claude Code
Codex
Gemini CLI
Windsurf
VS Code
LangChain
LlamaIndex
CrewAI
FlowiseAI
AutoGen
Agno

What real users say: Memtrace Public 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.

Memtrace Public

1 mentions across 1 sources · 100% positive

Hacker News

What users praise

  • Promises to eliminate agent-forgotten context and merge conflicts.
  • Bi-temporal graph enables instant time travel to any past state.
  • 97.3% impact analysis accuracy (self-reported) could save debugging time.
  • Sub-13ms query latency (self-reported) for real-time coordination.

What frustrates them

  • Not publicly available; behind a paced access queue as of July 2026.
  • No independent validation of any performance or accuracy claims.
  • Zero public documentation, changelog, or pricing information.
  • Only one community mention exists, limited to a brief Hacker News post.

Researched Jul 3, 2026

Spider Cloud

41 mentions across 2 sources · 10% positive — critical

YouTube, Lemmy

What users praise

  • One endpoint for scraping, crawling, search, and browser automation.
  • Converts sites to markdown, JSON, JSONL, CSV, XML—flexible outputs.
  • Rust engine and stealth browser claim strong anti-bot bypass.
  • Silk AI model handles captchas and HTML-to-structured data on GPUs.

What frustrates them

  • No real user reviews to validate performance or reliability.
  • Brand name confuses with Spider-Man, hurting discoverability.
  • Pricing details are vague—hidden costs may apply.
  • Learning curve for non-developers could be steep.

Researched Aug 18, 2026

Who should pick which

  • Solo founder building RAG app
    Pick: Spider Cloud

    Spider Cloud offers a low-cost, usage-based API for web crawling and scraping, perfect for injecting real-time data into a RAG pipeline. It's immediately available with a freemium tier.

  • Engineering team running multiple AI coding agents on a monorepo
    Pick: Memtrace Public

    Memtrace's bi-temporal graph database and fleet coordination prevent context loss and merge conflicts when many agents edit code simultaneously. However, note the waitlist requirement.

  • Developer needing real-time web data for LLM tool
    Pick: Spider Cloud

    Spider Cloud's Browser AI commands (Act, Extract, Observe) via WebSocket and fast Rust engine make it ideal for agent tools that need structured web data quickly.

  • Privacy-conscious team avoiding external API calls
    Pick: Memtrace Public

    Memtrace runs locally and requires zero LLM calls, keeping code and context private. However, it is currently waitlist-only and may not be immediately accessible.

  • Team needing web scraping at high volume with anti-detection
    Pick: Spider Cloud

    Spider Cloud's stealth anti-detection, rotating proxies, and unblocker endpoint are designed for large-scale scraping without being blocked, with a low cost per page.

Frequently Asked Questions

Memtrace Public vs Spider Cloud: which should you choose?

If you run a fleet of AI coding agents and need shared memory with conflict detection, Memtrace is purpose-built—but it's waitlist-only and weakens for single-agent setups. For web data retrieval powering AI agents or RAG, Spider Cloud offers a proven, low-cost API with real-time scraping features and recent Browser AI commands. Choose Memtrace for coordination, Spider Cloud for data.

Is Memtrace available for immediate use?

No, Memtrace is waitlist-only as of mid-2026. You need to contact sales to get access.

Can Spider Cloud be self-hosted?

Yes, Spider Cloud has an open-source core on GitHub that can be self-hosted for free.

What kind of data does Memtrace store?

Memtrace stores code structure, function definitions, dependencies, call graphs, and version history in a bi-temporal graph database.

Does Spider Cloud guarantee no billing for failed requests?

Yes, Spider Cloud does not bill for failed requests.

Which tool is better for a single coding agent?

Spider Cloud is more useful for single-agent setups. Memtrace's value proposition weakens dramatically with only one agent.

How does Memtrace achieve sub-13ms query latency?

It is built in Rust and uses a custom graph database (MemDB) optimized for temporal queries, with reported sub-13ms latency.

Can Spider Cloud crawl JavaScript-heavy websites?

Yes, Spider Cloud has a Browser Cloud with stealth anti-detection and Browser AI commands, which can handle JavaScript rendering.

Does Memtrace integrate with any AI coding tools?

Yes, it integrates with Cursor, Claude Code, Codex, Hermes, VS Code, and Windsurf via MCP.

More Memtrace Public or Spider Cloud comparisons

Explore each tool further

Browse these categories

Still deciding? Get the weekly AI tools brief

One email a week — new tools, honest comparisons, no spam.

Last reviewed: July 3, 2026