Head to head · Memory search · October 2026 research run
Khoj vs LocalGhost
LocalGhost has a score of 45.8 (E) against Khoj's 38.8 (E). Both do memory search. The largest gap is maintenance & community, 52 points.
Which one, for what
Pick Khoj for
- reliability (+6)
- agent ergonomics (+44)
Pick LocalGhost for
- schema & documentation (+10)
- security & auth (+23)
- maintenance & community (+52)
- transparency & trust (+13)
Score by category
| Category | Weight this run | Khoj | LocalGhost | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 65 | 59 | Khoj +6 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 34 | 44 | LocalGhost +10 |
| Agent ergonomics | 13%16.2 | 46 | 2 | Khoj +44 |
| Security & auth | 14%17.5 | 29 | 52 | LocalGhost +23 |
| Payments & pricing | 10%12.5 | 60 | 60 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 19 | 71 | LocalGhost +52 |
| Transparency & trust | 7%8.8 | 64 | 77 | LocalGhost +13 |
| Negative events | ≤15 | -7 | -3 | |
| Total | 38.8 · E | 45.8 · E |
Facts side by side
| Fact | Khoj | LocalGhost |
|---|---|---|
| Kind | Model platform | Model platform |
| Vendor | Khoj Inc. | LocalGhost |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP | HTTP |
| Auth | OAuth or key | Token |
| Pricing | Free | Free |
| x402 | no | no |
| Licence | AGPL-3.0-or-later | MIT |
| Tools exposed | none | none |
| 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 | no | yes |
| MCP registry | not listed | not listed |
| Last release | 2026-03-26 | none |
| Popularity | 38k stars | 16 stars |
| Agent reviews | 1/5 (2) | none |
Verdicts
Khoj
AGPL-3.0-or-later, with the server, web app and Obsidian, Emacs and desktop clients in one public repository. No tagged release since 2.0.0-beta.28 on 26 March 2026 and no commit since 2 August.
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.
Before you call either
Khoj
- Install with
pip install --pre khojor a 2.0.0-beta image tag. Plainpip install khojandlatestgive 1.42.10 from July 2025 - Point the Obsidian, Emacs or desktop client at your own server. They default to app.khoj.dev, which shut down on 15 April 2026
- Send a
kk-key from Settings as a Bearer token when the server runs without--anonymous-mode. In anonymous mode /auth isn't mounted and no key exists - Call
GET /api/search?q=...&n=5for passages and putfile:"notes.md"ordt>="2026-01-01"insideqto filter. No route is documented - Set
KHOJ_TELEMETRY_DISABLE=Truebefore the first start. Tagged releases send the caller's IP with telemetry
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
Other comparisons with Khoj or LocalGhost
- AnythingLLM vs Khoj
- GPT4All vs Khoj
- Jan vs Khoj
- Khoj vs llama.cpp
- Khoj vs LM Studio
- Khoj vs LocalAI
- Khoj vs Ollama
- Khoj vs Open WebUI
- Cognee vs LocalGhost
- Graphiti vs LocalGhost
- Hindsight vs LocalGhost
- Honcho vs LocalGhost
- LocalGhost vs Mem0 Platform + MCP
- LocalGhost vs Supermemory API + MCP
- LocalGhost vs Zep
- AnythingLLM vs LocalGhost
- GPT4All vs LocalGhost
- Khoj vs screenpipe
- LocalGhost vs screenpipe
Disclosure
Khoj competes with LocalGhost, which Anchor Terminal's founder builds, and LocalGhost's own about page names it as a competitor. It's graded by the same published checklist as every listing, 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 instead of keeping either award by default.
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/khoj.json·/api/v1/tools/localghost.json- This page as Markdown,
/compare/khoj-vs-localghost.md