Continue vs Mem Agents: 2026 comparison
Open-source coding agent for VS Code and JetBrains — bring your own model, customize every prompt.
Self-organizing memory agent that captures and surfaces what matters.
Continue vs Mem Agents — specs
| Spec | Continue | Mem Agents |
|---|---|---|
| Agent Rank | 75 / 100 (A) | 70 / 100 (B) |
| Autonomy | Semi-autonomous | Assistant |
| Pricing | Free · OSS | Freemium · from $10 |
| Open source | Yes | No |
| Capabilities | Code, Tool use, Memory | Memory, RAG, Tool use |
| Integrations | 3 apps | 3 apps |
| Verified | Verified | Verified |
| Released | Feb 2025 | Mar 2025 |
Agent Rank breakdown
- Autonomy fit
- 8
- Capabilities
- 6
- Integrations
- 4
- Pricing value
- 10
- Polish & maturity
- 7
- Verifiability
- 10
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
- Autonomy fit
- 7
- Capabilities
- 6
- Integrations
- 6
- Pricing value
- 8
- Polish & maturity
- 5
- Verifiability
- 10
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
- +Apache 2.0 — fully open source; auditable end-to-end
- +Works with any OpenAI-compatible API endpoint, including local LLMs
- +JetBrains support that Cursor and Cline lack
- −Smaller community than Cursor or Cline
- −Less polished than Cursor; requires more configuration
- −No native MCP server marketplace — manual config required
- +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
- −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
- +Apache 2.0 license
- +BYO model API key
- +VS Code + JetBrains support
- +Shared models + assistants
- +Org-wide rules and prompts
- +Usage analytics
- +1,000 memories
- +Standard search
- +Unlimited memories
- +Agent search
- +Integrations
- +Shared memories
- +Workspace controls
Which one should you pick?
Pick Continue if cost is the main constraint or if you want the highest autonomy and the verification loop is in place.
Try Continue →Pick Mem Agents if its specific capabilities (Memory, RAG) match what you need.
Try Mem Agents →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Continue or Mem Agents in 2026?+
Pick Continue if cost is the main constraint or if you want the highest autonomy and the verification loop is in place. Pick Mem Agents if its specific capabilities (Memory, RAG) match what you need. Most working teams running both can use Continue for primary work and Mem Agents for the workflows where its specific strengths matter.
What's the price difference between Continue and Mem Agents?+
Continue starts at Free · OSS; Mem Agents starts at Freemium · from $10. Continue 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, Continue or Mem Agents?+
Continue 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.