Lovable
Long-term context stored as files in /docs that the agent reads on each session. Agent Mode (default since July 2025) holds working context within session but doesn't persist cross-session beyond filesystem state.
Active · Verified 2026-10-22 · fresh as of 2026-10-22 · 48 cited facts, 5 with a third-party source · 1 recorded change · Suggest a correction
At a glance
- Type
- /docs folder + Knowledge Panel vendor fix
- Tier
- T2
- Section
- Coding-agent memory
- Latest release
- not applicable — not OSS fix
- License
- not applicable — not OSS fix
- GitHub
- not applicable — no GitHub repo fix
- Pricing
- Free + paid vendor fix
- Funding
- latest: $400M Series C at $13.3B valuation (Menlo Ventures, Scaleup Europe Fund/EQT; 2026-08); prior $330M Series B (2025-12) vendor fix
- Freshness
- 2026-10-22 fix
- Layer
- agent-infra repo fix
- Licensing
- commercial vendor fix
- Protocols
- mcp-client, mcp-server vendor fix
- Compliance
- gdpr, iso27001, soc2-type1, soc2-type2 vendor fix
Memory taxonomy
- storage
- file
- retrieval
- injection
- persistence
- cross-session
- update
- overwrite
- unit
- document
- governance
- user-controllable
- conflict
- none
When to use
Optimised for: simplicity / vibe-coding / /docs as memory
Anti-fit: not for traditional codebases / non-greenfield work
Pros & cons
Pros
Web-app builder with project-level memory of UI decisions and component history; non-engineer friendly.
Cons
Web-app-builder scope; not useful for general coding tasks.
Claims & capabilities
Reached $100M ARR.
Technical surface
- API surface
- not applicable — web IDE
- Backend storage
- custom
- Deployment
- Managed (editor/agent are Lovable-hosted); Enterprise private preview runs generated apps + data plane in customer AWS/Azure account
- Embedding model
- not applicable — code-gen
- Multi-tenancy
- Workspace-level isolation with WAF, network isolation, IP/user/workspace adaptive rate limiting; data residency in EU/US/AU
- MCP
- yes — chat connectors incl. custom MCP servers on all plans; first-party Lovable MCP server at mcp.lovable.dev (OAuth) for external AI clients
- A2A
- searched not found
- OpenTelemetry
- searched not found
Alternatives to Lovable → live options ranked by shared design, licence, hosting and MCP support
Similar systems
Other coding-agent memory in the catalog, ranked by inbound references.
- Devin (Cognition) T1
Structured Knowledge items stored server-side. Three-tier scope: repo-pinned (always injected), global (recall by relevance), org/enterprise (visible to org members). Auto-generates Repo Knowledge from repo structure each session; reads past session trajectories for self-improvement; writes notes for recurring scheduled tasks.
- Aider T2
Appends conversation turns to .aider.chat.history.md in project root. restore_chat_history defaults to false — no automatic replay into new sessions. Community /session save command for JSON state snapshots. .aider.conf.yml carries static preferences.
- Augment Code T1
Real-time knowledge graph indexed from connected repos + commit history + CI/CD + tickets + docs. Separate Agent Memory layer (Sept 2025) captures session decisions/corrections/goals as discrete items with developer review/approval UI. MCP endpoint exposes the graph. Acquired by Harness (2026-10-08): Harness bought select Augment Code assets, including Cosmos, the Auggie CLI and the Context Engine, and the team joined Harness. augmentcode.com now leads with Cosmos, a software-factory agent platform.
- Letta Code T3
Letta's stateful coding-agent harness: agents rewrite their own memory blocks and skills, version context in git via MemFS (syncable to GitHub) and reflect via a periodic /sleeptime 'dreaming' process. from Letta (MemGPT) team. letta-ai/letta-code is now the main Letta source (harness, terminal UI, App Server, channels); the Letta V1 API server was retired to the archive branch of letta-ai/letta.
- Replit Agent T1
No documented built-in persistent semantic memory store. Session duration expanded to 200 min (Agent 3); Agent 4 shifts toward persistent runtimes. Temporal used for orchestration durability, not semantic memory. Cross-session memory relies on filesystem + agent-written notes.
- agentmemory (rohitg00) T3
Self-hosted persistent memory layer that captures coding-agent activity and recalls it in later sessions, positioned on public benchmark results. #7 in TeleAI Awesome-Agent-Memory
Sources (47 cited facts, 5 third-party)
Each fact links to the page it came from; the badge says who published it (how to read sources).
- What it is /docs folder + Knowledge Panel vendor
- What it does & what's distinct Long-term context stored as files in /docs that the agent reads on each session. Agent M… vendor
- Claims / benefits Reached $100M ARR. vendor
- Modalities text vendor
- Created 2024-10 vendor
- Mindshare 2 jobs 588 HN · 10 press third-party
- Funding latest: $400M Series C at $13.3B valuation (Menlo Ventures, Scaleup Europe Fund/EQT; 202… vendor
- Customers / scale $400M ARR 51-200 ppl No named enterprise customers, 8M users, consumer-tilted third-party
- Pricing Free + paid vendor
- Compliance SOC 2 Type II, ISO 27001 vendor
- Data handling Opt-out available (Business/Enterprise: full opt-out in Settings; Free/Pro: opt-out via … vendor
- Deployment Managed (editor/agent are Lovable-hosted); Enterprise private preview runs generated app… vendor
- HQ SE third-party
- Founders / pedigree Accel / CapitalG; Swedish AI coding startup; founder Anton Osika (Swedish engineer) third-party
- Memory volume / scale no scale claim vendor
- Backend storage custom vendor
- Multi-tenancy Workspace-level isolation with WAF, network isolation, IP/user/workspace adaptive rate l… vendor
- Encryption AES-256 at rest (per-environment-scoped secrets), TLS in transit; SOC 2 Type II + ISO 27… vendor
- Consistency strong vendor
- Versioning snapshots vendor
- Tombstoning hard-delete supported vendor
- Schema evolution free-form / no schema vendor
- Namespace primitives hierarchical vendor
- Contradiction handling always overwrite (last-write-wins) vendor
- Forgetting policy user-controlled forget vendor
- MCP support yes — chat connectors incl. custom MCP servers on all plans; first-party Lovable MCP ser… vendor
- Validated verticals consumer / individual + indie devs (web app builder) vendor
- Time to running <10min (hosted SaaS) vendor
- Anti-fit not for traditional codebases / non-greenfield work vendor
- Optimised for simplicity / vibe-coding / /docs as memory vendor
- Adjacent infrastructure self-contained Lovable platform vendor
- Pros Web-app builder with project-level memory of UI decisions and component history; non-eng… vendor
- Cons Web-app-builder scope; not useful for general coding tasks. vendor
- Project & sources lovable.dev Agent Mode blog vendor
- cost-input-usd-per-mtok 0 vendor
- cost-output-usd-per-mtok 0 vendor
- cost-tier free vendor
- cost-pricing-model free-tier vendor
- cost-last-verified 2026-06-29 vendor
- adoption-accelerator antler third-party
- architecture-deployment-locus cloud vendor
- licensing-bucket commercial vendor
- positioning-platform-vs-product product vendor
- taxonomy-three-layer-rollup agent-infra repo
- compliance-certifications gdpr,iso27001,soc2-type1,soc2-type2 vendor
- sdk-languages rest vendor
- protocol-support mcp-client,mcp-server vendor
What changed
Changes to this record's lifecycle, licence, release, pricing and hosting facts, from the catalog's git history. Subscribe (Atom)
- 2026-10-22
- Funding / ownership “$537M total $6.6B val Series B · 2025-12” → “latest: $400M Series C at $13.3B valuation (Menlo Ventures, Scaleup Europe Fund/EQT; 2026-08); prior $330M Series B (2025-12)” source
- Deployment “Managed-only” → “Managed (editor/agent are Lovable-hosted); Enterprise private preview runs generated apps + data plane in customer AWS/Azure account” source
- MCP support “MCP integrations via lovable.dev/projects → Settings → Integrations (Supabase, GitHub via MCP)” → “yes — chat connectors incl. custom MCP servers on all plans; first-party Lovable MCP server at mcp.lovable.dev (OAuth) for external AI clients” source