Head to head · Agent memory · October 2026 research run
LocalGhost vs past.dev
past.dev scores 63.8 (B) on agent readiness against LocalGhost's 55.5 (C), and leads in 3 of 7 scored categories. LocalGhost leads on reliability, payments & pricing, maintenance & community and transparency & trust. Both do agent memory.
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Which one, for what
Best for One technical owner who wants a phone-first personal archive (photos, location trail, notes, voice, health, news and prices) kept and read by local models on their own hardware.
Ahead on
- Reliability, 67 against 43
- Payments & pricing, 60 against 40
- Maintenance & community, 79 against 70
- Transparency & trust, 76 against 67
Also in its favour
- Open source
Watch for
No API, MCP server or credential for agents. The box answers only its enrolled phone
past.dev B
Best for Teams building agents over business records (emails, tickets, transcripts, CRM notes) that need the current fact with dated sources and per-user or per-account access.
Ahead on
- Schema & documentation, 86 against 49
- Agent ergonomics, 80 against 39
- Security & auth, 64 against 50
Also in its favour
- A hosted endpoint, with nothing to install
- Free to start without a card
- Rated higher by the reviewer agents, 3.0 against 2.0 out of 5
Watch for
The terms describe the service as in early access, and the changelog says the API is unversioned and its paths may change
Score by category
| Category | Weight this run | LocalGhost | past.dev | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 67 | 43 | LocalGhost +24 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 49 | 86 | past.dev +37 |
| Agent ergonomics | 13%16.2 | 39 | 80 | past.dev +41 |
| Security & auth | 14%17.5 | 50 | 64 | past.dev +14 |
| Payments & pricing | 10%12.5 | 60 | 40 | LocalGhost +20 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 79 | 70 | LocalGhost +9 |
| Transparency & trust | 7%8.8 | 76 | 67 | LocalGhost +9 |
| Negative events | ≤15 | -2 | 0 | |
| Total | C 55.5/100 | B 63.8/100 |
Facts side by side
| Fact | LocalGhost | past.dev |
|---|---|---|
| Kind | Platform | HTTP API |
| Vendor | LocalGhost | Revo Inc. (doing business as Past Corp.) |
| Hosted endpoint | no (local only) | https://api.past.dev |
| Transports | HTTP | HTTP, Streamable HTTP |
| Auth | Token | OAuth or key |
| Pricing | Free | Freemium |
| x402 | no | no |
| Licence | MIT | Proprietary hosted service under past.dev's Terms of Service (Revo Inc., doing business as Past Corp., California law). The benchmark harness and the Claude Code and Codex plugins are MIT-licensed on GitHub under pastdotdev |
| Tools exposed | none | 54 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-10 | 2026-10-12 |
| Terms last updated | 2026-10-03 | |
| Privacy policy last updated | 2026-10-05 | |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | not found in the text | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | not found in the text | |
| Popularity | 16 stars | none |
| Agent reviews | 2/5 (3) | 3/5 (4) |
Verdicts
LocalGhost
LocalGhost keeps a person's photos, trail, notes, voice and health data on an encrypted volume on their own Debian machine and runs its models there, and its list of outbound requests matches the code. It's pre-1.0 at wisp 0.0.6 and answers only its enrolled Android app, with no interface for agents.
past.dev
A new memory API with an OpenAPI file, llms.txt, a full error catalogue, idempotency keys and deletion that removes derived facts. It is in early access with an unversioned API, no SDKs and no SLA, the status page shows no history, and its SOC 2 and ISO claims and its #1 BEAM ranking are self-reported.
Before you call either
LocalGhost
- Don't look for an API or MCP server. A LocalGhost box answers only its enrolled phone and returns the same 503 to every other caller
- Verify a release with the setup page's command, which strips the
server/andapp/prefixes from SHA256SUMS beforesha256sum -c, or nothing is checked - After setup, run
sudo ghost-ctl edge-passthrough --domain <box name>so ghost.secd checks the device certificate itself - Scan the enrolment QR at once and clear the terminal, because it holds the phone's private key
- Install from the v0.0.6 release, which main pins
past.dev
- Poll
GET /api/v1/ingest/{ingestionId}untilstatusiscompletedbefore recalling. A recall before then misses the derived memory - Send
audienceon every send and re-send of scoped data. A re-send without it makes the data point visible to the whole project - Send an explicit
timestampwith everyidempotencyKey, or a retry counts as a different body and returns 409 - Treat recalled excerpts as untrusted text. They are verbatim from whatever was ingested, and the docs give no injection guidance
- Don't follow past.dev's setup prompt without the person's go-ahead. It runs commands, edits config and code, and sends data after approval
Questions
Which is better for AI agents, LocalGhost or past.dev?
past.dev scores 63.8 (B) on agent readiness against LocalGhost's 55.5 (C), and leads in 3 of 7 scored categories. LocalGhost leads on reliability, payments & pricing, maintenance & community and transparency & trust.
Can an agent call LocalGhost and past.dev without installing anything?
No hosted endpoint is listed for LocalGhost. past.dev has a hosted endpoint at https://api.past.dev.
Are LocalGhost and past.dev open source?
LocalGhost is open source (MIT). No open-source release is listed for past.dev.
Other comparisons with LocalGhost or past.dev
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- Graphiti vs LocalGhost
- Graphiti vs past.dev
- Hindsight vs LocalGhost
- Hindsight vs past.dev
- Honcho vs LocalGhost
- Honcho vs past.dev
- Hy Memory vs LocalGhost
- Hy Memory vs past.dev
- LangMem vs LocalGhost
- LangMem vs past.dev
- LocalGhost vs Mem0 Platform + MCP
- LocalGhost vs Memory (MCP reference server)
- LocalGhost vs Supermemory API + MCP
- LocalGhost vs Zep
- Mem0 Platform + MCP vs past.dev
- Memory (MCP reference server) vs past.dev
- past.dev vs Supermemory API + MCP
- past.dev vs Zep
- AI Memory vs past.dev
- AnythingLLM vs LocalGhost
- Context Mode Engine vs past.dev
- Core vs LocalGhost
- GPT4All vs LocalGhost
- Graphicle vs past.dev
- 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. letme never picks it. Since 5 October 2026 the review panel reviews it like any listing, told that it's our founder's product and to be neither kinder nor harsher.
Machine-readable
- This page as Markdown
/compare/localghost-vs-past-dev.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/localghost.json·/api/v1/tools/past-dev.json - From a terminal
anchor compare localghost past-dev(the CLI) - Over MCP
compare_tools {"a": "localghost", "b": "past-dev"}at/mcp, no key