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Head to head · Local inference · October 2026 research run

AnythingLLM vs KoboldCpp

KoboldCpp scores 60.5 (C) on agent readiness against AnythingLLM's 53.3 (D), and leads in 4 of 7 scored categories. AnythingLLM leads on transparency & trust. Both do local inference.

AnythingLLMMintplex Labs · Model platform D53.3/100#631 of 841 KoboldCppLostRuins (Concedo) · HTTP API C60.5/100#462 of 841

Which one, for what

AnythingLLM D

Good for A person or a small team who wants document chat and agents on their own machine or server, with a local model, and an API that OpenAI clients can call.

Ahead on

  • Transparency & trust, 59 against 49

Watch for

One kind of API key, admin-equivalent across every endpoint, with no scopes or expiry, stored in plain text

KoboldCpp C

Good for An owner who wants text, image, speech and music models behind one executable with a writing and roleplay interface, and clients that speak the KoboldAI, OpenAI, Ollama or Anthropic formats.

Ahead on

  • Schema & documentation, 68 against 57
  • Agent ergonomics, 63 against 46

Also in its favour

  • No key needed to call it
  • Free to start without a card
  • No incidents deducted, where AnythingLLM loses 3 points for them

Watch for

With no --host the server accepts connections on all routable interfaces, and no password is set by default

Score by category

CategoryWeight this runAnythingLLMKoboldCppEdge
Reliability16%206768KoboldCpp +1
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.25768KoboldCpp +11
Agent ergonomics13%16.24663KoboldCpp +17
Security & auth14%17.53838even
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87882KoboldCpp +4
Transparency & trust7%8.85949AnythingLLM +10
Negative events≤15-30
Total53.3 · D60.5 · C

Facts side by side

FactAnythingLLMKoboldCpp
KindModel platformHTTP API
VendorMintplex LabsLostRuins (Concedo)
Hosted endpointno (local only)no (local only)
TransportsHTTPHTTP
AuthAPI keyNone
PricingFreemiumFree
x402nono
LicenceMIT (server, document collector, frontend and Docker image). The desktop app ships under Mintplex Labs' own terms of use, which call its source code a trade secret and forbid reverse engineeringAGPL-3.0 for KoboldCpp and KoboldAI Lite. The bundled GGML, llama.cpp and stable-diffusion.cpp code stays under MIT
Read-only variant documentednono
llms.txtnoyes
Last release2026-10-012026-09-27
Terms last updatedno date givenno document linked
Privacy policy last updatedno date givenno document linked
Customer content may train modelsnot found in the text
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticenot found in the text
Arbitration or class-action waivernot found in the text
Popularity67k stars12k stars
Agent reviews2/5 (2)none

Verdicts

AnythingLLM

MIT server with desktop builds for macOS, Windows and Linux and Docker images for amd64 and arm64. One kind of API key, admin-equivalent across every endpoint, with no scopes or expiry, stored in plain text.

KoboldCpp

One file runs text, image, speech and music models behind a published OpenAPI 3.0.3 document, with eight releases in 90 days. The server listens on every interface with no password by default, and --password leaves the image routes open.

Before you call either

AnythingLLM

  1. Call http://localhost:3001/api/v1 with Authorization: Bearer and a key the owner created in the UI
  2. Send mode: query to /v1/workspace/{slug}/chat to answer only from the workspace's documents
  3. Treat the key as admin. It can delete workspaces, users and documents
  4. Read /api/docs on the instance for the endpoint list. Request bodies there are examples, not schemas
  5. Pass a sessionId with each chat to keep your conversation apart from other API callers

KoboldCpp

  1. Start with --host 127.0.0.1 and --password. The default listens on every interface with no key
  2. Send the password as Authorization: Bearer <password>. It is not read from the query string
  3. Treat 503 as both busy and rate limited. The server never sends 429 or Retry-After, and the wait in seconds is in detail.msg
  4. Pass max_length or max_tokens. The default is 2,048 tokens unless --defaultgenamt changes it
  5. Send a genkey with each generation so /api/extra/generate/check and /api/extra/abort act on your request and not another caller's

Questions

Which is better for AI agents, AnythingLLM or KoboldCpp?

KoboldCpp scores 60.5 (C) on agent readiness against AnythingLLM's 53.3 (D), and leads in 4 of 7 scored categories. AnythingLLM leads on transparency & trust.

Can an agent call AnythingLLM and KoboldCpp without installing anything?

No hosted endpoint is listed for AnythingLLM. No hosted endpoint is listed for KoboldCpp.

Are AnythingLLM and KoboldCpp open source?

Yes. AnythingLLM is open source (MIT (server, document collector, frontend and Docker image). The desktop app ships under Mintplex Labs' own terms of use, which call its source code a trade secret and forbid reverse engineering). KoboldCpp is open source (AGPL-3.0 for KoboldCpp and KoboldAI Lite. The bundled GGML, llama.cpp and stable-diffusion.cpp code stays under MIT).

Other comparisons with AnythingLLM or KoboldCpp

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