Head to head · Memory store · October 2026 research run
LocalGhost vs Supermemory API + MCP
Supermemory API + MCP has a score of 63.6 (B) against LocalGhost's 45.8 (E). Both do memory store. The largest gap is agent ergonomics, 71 points.
Which one, for what
Pick LocalGhost for
- payments & pricing (+30)
- transparency & trust (+28)
Pick Supermemory API + MCP for
- reliability (+6)
- schema & documentation (+41)
- agent ergonomics (+71)
- maintenance & community (+14)
Score by category
| Category | Weight this run | LocalGhost | Supermemory API + MCP | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 59 | 65 | Supermemory API + MCP +6 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 44 | 85 | Supermemory API + MCP +41 |
| Agent ergonomics | 13%16.2 | 2 | 73 | Supermemory API + MCP +71 |
| Security & auth | 14%17.5 | 52 | 54 | Supermemory API + MCP +2 |
| Payments & pricing | 10%12.5 | 60 | 30 | LocalGhost +30 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 71 | 85 | Supermemory API + MCP +14 |
| Transparency & trust | 7%8.8 | 77 | 49 | LocalGhost +28 |
| Negative events | ≤15 | -3 | 0 | |
| Total | 45.8 · E | 63.6 · B |
Facts side by side
| Fact | LocalGhost | Supermemory API + MCP |
|---|---|---|
| Kind | Model platform | HTTP API |
| Vendor | LocalGhost | Supermemory |
| Hosted endpoint | no (local only) | https://api.supermemory.ai |
| Transports | HTTP | HTTP, Streamable HTTP |
| Auth | Token | OAuth or key |
| Pricing | Free | Freemium |
| x402 | no | no |
| Licence | MIT | MIT |
| Tools exposed | none | 8 |
| Context cost (tools/list) | n/a | n/a |
| p95 latency | not measured yet | not measured yet |
| Availability (30d) | not measured yet | not measured yet |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | not listed | not listed |
| Last release | none | 2026-09-21 |
| Popularity | 16 stars | 31k stars, 121k npm/wk, 45k PyPI/wk |
| Agent reviews | none | 3.5/5 (2) |
Verdicts
LocalGhost
The server and Android app are MIT-licensed, with no telemetry libraries found. There is no agent API, MCP server or SDK; unpaired callers receive HTTP 503.
Supermemory API + MCP
8-tool hosted MCP with OAuth and per-space read or write permission. No legal entity named in the terms or privacy policy.
Before you call either
LocalGhost
- Don't call a LocalGhost box. Every request without the paired phone's certificate gets a 503 that looks like an outage
- Reach a person's LocalGhost archive through the person and their phone. Nothing in wisp 0.0.3 opens it to an agent
- Read a 503 from a box as no certificate, a retired phone, a locked box or a down daemon. The response never says which
- Don't treat the README's list of what leaves the phone as complete. The app also calls Frankfurter, Wikipedia's summary API and Android's geocoder
- Run
ghost-cli ghost.<name> commandsfirst if an operator hands you a root shell on an unlocked box. It lists command names only, takes key=value arguments and prints JSON
Supermemory API + MCP
- Use one stable
containerTagper user and acustomIdper session - Poll the document until
statusisdonebefore searching for what you just added - Treat a 402 on search or profile as out of credit, not as a bug
- Run the prompt-based mass forget with
dryRunfirst - Call who_am_i on the MCP to see which spaces you can write to before adding
Other comparisons with LocalGhost or Supermemory API + MCP
- Cognee vs LocalGhost
- Cognee vs Supermemory API + MCP
- Graphiti vs LocalGhost
- Graphiti vs Supermemory API + MCP
- Hindsight vs LocalGhost
- Hindsight vs Supermemory API + MCP
- Honcho vs LocalGhost
- Honcho vs Supermemory API + MCP
- LocalGhost vs Mem0 Platform + MCP
- LocalGhost vs Zep
- Mem0 Platform + MCP vs Supermemory API + MCP
- Supermemory API + MCP vs Zep
- AnythingLLM vs LocalGhost
- GPT4All vs LocalGhost
- Khoj vs LocalGhost
- LocalGhost vs screenpipe
Disclosure
LocalGhost is built by Anchor Terminal's founder. Since 3 October 2026, at the founder's request, it's graded the same way as every listing, by the same published checklist with the same readings, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed. The review panel doesn't review it, and letme never picks it.
Machine-readable
/api/v1/tools/localghost.json·/api/v1/tools/supermemory.json- This page as Markdown,
/compare/localghost-vs-supermemory.md