"Multiplayer AI" — shared, governed company-wide agents across your stack.
Tool useMemoryRAGMulti-agent
Demo · hover to playLangdock vs Mem Agentswhich AI ops agent should you pick in 2026?
GDPR-native multi-model AI workspace with built-in agent builder — Europe's Glean alternative.
Tool useMemoryRAGMulti-agent
Self-organizing memory agent that captures and surfaces what matters.
MemoryRAGTool use
Langdock vs Mem Agents — specs
| Spec | Langdock | Mem Agents |
|---|---|---|
| Agent Rank | 77 / 100 (A) | 72 / 100 (A) |
| Autonomy | Semi-autonomous | Assistant |
| Pricing | Subscription · from $30 | Freemium · from $10 |
| Open source | No | No |
| Capabilities | Tool use, Memory, RAG, Multi-agent | Memory, RAG, Tool use |
| Integrations | 5 apps | 3 apps |
| Verified | — | Verified |
| Released | Feb 2025 | Mar 2025 |
Agent Rank breakdown
Langdock
Agent Rank
77/ 100
- Autonomy
- 8
- Capabilities
- 8
- Integrations
- 10
- Pricing
- 7
- Polish
- 7
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Mem Agents
Agent Rank
72/ 100
- Autonomy
- 7
- Capabilities
- 6
- Integrations
- 6
- Pricing
- 8
- Polish
- 6
- Verifiability
- 10
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
Langdock
Pros
- +GDPR-native — built EU-first with German data residency and strict compliance defaults
- +Multi-model BYO (Anthropic, OpenAI, Google) without lock-in
- +Strong agent builder + connector library — Glean-class but priced for European mid-market
Cons
- −Smaller US presence and US partner ecosystem
- −Newer than Glean — fewer published US Fortune 500 case studies
- −Per-seat pricing adds up at scale (>50 users)
Mem Agents
Pros
- +Self-organizing memory — surfaces what matters without manual tagging
- +Strong agent search across email, Slack, Drive
- +Cheap entry tier for a daily-driver knowledge layer
Cons
- −Acts as memory, not action — pair with another agent for execution
- −Integration depth varies by app
- −Team features still maturing vs Notion / Mem.ai competitors
Pricing
Langdock
Free
Free
Individuals
- +1 workspace
- +GPT-4o + Claude
- +Limited connectors
Recommended
Pro
$30/seat/mo
Teams
- +Multi-model BYO
- +All connectors
- +Agent builder
Enterprise
Custom
Large EU orgs
- +SSO + audit
- +Custom retention
- +Dedicated EU tenant
Mem Agents
Free
Free
Light use
- +1,000 memories
- +Standard search
Recommended
Plus
$10/mo
Daily users
- +Unlimited memories
- +Agent search
- +Integrations
Team
$20/seat/mo
Small teams
- +Shared memories
- +Workspace controls
Which one should you pick?
Langdock
Pick Langdock if you want the highest autonomy and the verification loop is in place.
Try Langdock →Mem Agents
Pick Mem Agents if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy.
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Frequently asked
Should I pick Langdock or Mem Agents in 2026?+
Pick Langdock if you want the highest autonomy and the verification loop is in place. Pick Mem Agents if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy. Most working teams running both can use Langdock for primary work and Mem Agents for the workflows where its specific strengths matter.
What's the price difference between Langdock and Mem Agents?+
Langdock starts at Subscription · from $30; Mem Agents starts at Freemium · from $10. Mem Agents is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.
Which is more autonomous, Langdock or Mem Agents?+
Langdock is the more autonomous of the two (Semi-autonomous vs Assistant). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.
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