Statewave vs Arcade AI

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

Analysis reviewed Live tool data as of 2026-09-28
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At a glance

DimensionStatewaveArcade AI
PricingFreemium / open sourceFreemium
Core focusMemory runtime (persistent, searchable memory)MCP runtime (auth, tools, governance)
Key featuresSemantic search, auto organization, observabilityDynamic user permissions, MCP tool mapping, audit logs
DeploymentSelf-hosted / open sourceCloud, on-prem, air-gapped, hybrid
IntegrationsAPI for memory read/write (not pre-built)Okta, Google, Entra ID, Cisco Duo, LangChain, MCP tools
Best forDevelopers building memory-augmented agentsTeams needing secure multi-tool agents

Pick Statewave if your bottleneck is agents forgetting context and you want to self-host a memory layer you fully control. Pick Arcade AI if your bottleneck is securely connecting agents to real user accounts and enterprise tools — it ships auth, governance, and a huge MCP catalog out of the box. Most teams shipping production agents today will find Arcade's faster time-to-value worth the trade-off, unless you have a very specific memory-heavy use case.

Statewave
Statewave

Open-source, self-hosted memory runtime that gives AI agents governed long-term memory with provenance and audit receipts

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Arcade AI
Arcade AI

Arcade is the MCP runtime that gives AI agents per-user authorization, governed tool execution, and audit trails.

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Pricing
Free
Freemium
Plans
$0
$0/mo
$25/mo + usage
Custom
Popularity
3 views
6.6k views
Skill Level
Advanced
Advanced
API Available
Platforms
WebAPICLI
WebAPI
Categories
🧠 Agent Memory & Runtimes
🛡️ AI Governance & Guardrails🧠 Agent Memory & Runtimes🔌 MCP Servers & Agent Tooling
Features
Ingest raw events as immutable episodic memories
Compile episodes into typed memories with confidence scores, idempotent on re-run
Retrieve ranked, token-bounded context bundles at 512, 1024, 2048 or 4096 tokens
Trace every compiled memory back to its source episodes with full provenance
Tag memories with pii, financial or secret sensitivity labels, auto-detected at ingest
Gate memory access with declarative YAML policies per tenant and caller identity
Emit immutable ULID-addressable state-assembly receipts with a byte-level integrity hash
Multi-tenant isolation via subject-scoped architecture and app-layer query isolation
GDPR-ready subject erasure across episodes, memories and receipts in one call
Organize memory around subjects: users, accounts, agents, repos
Auto-configure MCP servers for Claude Code, Claude Desktop, Cursor, VS Code Copilot and Codex CLI
Support workflow: session-aware context, handoff packs, customer health scoring, SLA tracking, repeat-issue detection
Run locally with one npx command, no account, offline
REST API with Python and TypeScript SDKs
log_only policy mode to audit enforcement decisions before enabling them
Agent authorization with delegated per-user permissions
Authentication against your existing IdP: Okta, Google, Microsoft Entra ID
Policy enforcement in the path of every action, outside the model
Credentials never leave the runtime
8,000+ permission-aware tools plus custom MCP servers you build or bring
Register any third-party remote MCP server and govern it from one control plane
Per-user authentication applied to third-party remote MCP server tools
Built-in evals catch hallucinated and destructive calls before they run
One audit record per action naming agent, user, and system, streamed to your SIEM
Central control plane to grant, revoke, and version every tool
SOC 2 compliant with SSO, RBAC, and full audit logs out of the box
Deploy on Arcade Cloud, in your VPC, or fully air-gapped
Works with any MCP client, any model, any framework
Cisco Duo step-up authorization for sensitive actions
MCP Extensions and stateless MCP protocol support
Integrations
GitHub
Slack
Zapier
n8n
Zendesk
Claude Code
Claude Desktop
Cursor
VS Code Copilot
Codex CLI
Cline
Continue
Windsurf
Zed
Aider
Google Workspace
Salesforce
Twitter
LinkedIn
LangChain
Okta
Microsoft Entra ID
Cisco Duo
Power BI
Postman
Fireflies
Insightly
Gmail
Excel

What real users say: Statewave vs Arcade AI

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.

Statewave

9 mentions across 2 sources · 83% positive (averaged across 2 sources)

Product Hunt, GitHub

What users praise

  • • Full provenance: every retrieval traces back to a source.
  • • Supersession model archives conflicting agent state instead of dropping it.
  • • Access control and audit trail built-in — no custom governance layer.
  • • Self-hosted on Postgres + pgvector; data stays on your infra.

What frustrates them

  • • Requires Postgres + pgvector knowledge — not a plug-and-play service.
  • • Admin console might lack manual memory inspection or editing.
  • • No managed hosted version confirmed yet.
  • • Small user base; limited mainstream community proof.

Researched Aug 13, 2026

Arcade AI

54 mentions across 4 sources · 36% positive — critical (averaged across 4 sources)

YouTube, Product Hunt, App Store, Lemmy

What users praise

  • • AI quickly generates product demo scripts, saving hours of work.
  • • Product Hunt community rates it 4.94★ from 62 reviews.
  • • Enables storytelling for teams who struggle with demo creation.
  • • Huge time-saver for creating interactive demos and UGC ads.

What frustrates them

  • • Output is often glitchy and unusable straight out of the box.
  • • UI has bugs, including white text on white background during signup.
  • • Lacks a basic text-only slide feature, frustrating for simple demos.
  • • Recent update broke core features for some users, making app unusable.

Researched Jul 31, 2026

Who should pick which

  • Solo founder prototyping a memory-augmented assistant
    Pick: Statewave

    Open-source and self-hostable, so you can spin it up locally, experiment with memory semantics, and avoid any per-call cost while you validate.

  • Enterprise team deploying agents across Slack, Salesforce, and Google Workspace
    Pick: Arcade AI

    You need secure auth with Okta/Entra, audit logs, and SOC 2 compliance — all of which Arcade provides out of the box.

  • AI startup needing a managed governance layer without bloating engineering headcount
    Pick: Arcade AI

    Arcade's pre-built MCP toolkits (Power BI, Postman, etc.) and dynamic permissions let you ship multi-tool agents fast without building auth infra.

  • Research team building a custom memory-database layer
    Pick: Statewave

    Statewave's API and open-source codebase give you complete flexibility to tune memory logic and obsess over recall quality.

Frequently Asked Questions

Statewave vs Arcade AI: which should you choose?

Pick Statewave if your bottleneck is agents forgetting context and you want to self-host a memory layer you fully control. Pick Arcade AI if your bottleneck is securely connecting agents to real user accounts and enterprise tools — it ships auth, governance, and a huge MCP catalog out of the box. Most teams shipping production agents today will find Arcade's faster time-to-value worth the trade-off, unless you have a very specific memory-heavy use case.

Can I use Arcade's MCP toolkits with my own LLM?

Yes — Arcade works with any LLM, any framework, and any MCP client, so you can plug it into your existing stack.

Is Statewave a plugin or a standalone service?

It's a runtime you integrate via API — you write code to read/write memory, not a drop-in plugin for specific frameworks.

Does Arcade support step-up authentication?

Yes — Cisco Duo step-up authorization is listed, so you can add extra verification for high-risk agent actions.

Are session IDs still required?

Arcade is moving to stateless MCP — session IDs are deprecated, but they let you migrate on your schedule.

Can I self-host Arcade?

Yes — deployment options include cloud, on-prem, air-gapped, and hybrid.

Does Statewave provide any pre-built integrations?

The data lists no specific integrations; it's a generic API that you connect to your own systems.

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Last reviewed: August 13, 2026