Comparison
Conduit vs Claude Desktop
We make one of these, so read this the way you would read any vendor comparison. The rule we set ourselves: every row has to be checkable, and Claude Desktop has to win the rows it actually wins. It wins several. Claude Desktop details below were checked against Anthropic's own documentation on 7 September 2026 — if something has changed since, their docs are right and this page is wrong.
The short answer
Use Claude Desktop if Claude is the model you want, a subscription is how you would rather pay for it, and you value a polished app with signed installers, an extension directory, and features like computer use. For most people who just want Claude on their desktop, it is the right answer, and nothing below is trying to talk you out of it.
Use Conduit if you want more than one provider behind the same window, if you want to bring your own API keys instead of a subscription, if your conversations need to stay on your own disk, if you need a fully local model for offline or air-gapped work, or if you want to ship the client itself under your own brand. Those are the cases a single-vendor client cannot serve by design.
Side by side
| Conduit | Claude Desktop | |
|---|---|---|
| Model providers | 17, including Anthropic, OpenAI, Google, xAI, Z.ai, Moonshot AI, Qwen, Groq, DeepSeek, Mistral, Together AI, Fireworks AI, OpenRouter, and any OpenAI-compatible endpoint | Anthropic models only |
| Chat with your own documents | Yes — Documents collections (text, Markdown, CSV, Word, PDF), parsed on-device, with hybrid vector and keyword search in the local database. Indexing sends a document's full text to whichever provider embeds it — OpenAI, Gemini, or OpenRouter — unless that provider is Ollama, which stays local | Yes, via Projects — upload files to a project's knowledge base (PDF, DOCX, CSV, TXT, HTML, ODT, RTF, EPUB, JSON, XLSX). Automatic RAG mode for large knowledge bases is Pro/Max/Team/Enterprise only; documents live in your Claude account, not on your device |
| How you pay | Your own API key, billed by the provider. The app is free and takes no cut | A Claude account, including a free tier and paid plans |
| Local and offline models | Ollama and LM Studio directly, plus local-only mode with no outbound requests | No — the model runs on Anthropic's infrastructure |
| Where conversations live | A SQLite database on your machine. Nothing is proxied through a server we run | Your Claude account, so they follow you across claude.ai and mobile |
| Local MCP servers | Add a command and arguments on the Connectors page, with consent prompts per tool | One click for a packaged .mcpb extension from Settings → Extensions, with a directory to browse; a config file for anything unpackaged |
| Remote MCP servers | Streamable HTTP with OAuth, reached from your machine; one-click install by name from the official MCP registry | Custom connectors on every plan (one on Free), reached from Anthropic's cloud rather than from your device |
| Artifacts | Text, code, JSON, Markdown, Mermaid, KaTeX, and sandboxed HTML, exportable to disk | Yes, and generally more mature |
| Platforms | Windows 10/11, macOS 11+ (Universal), Linux (.deb and AppImage) — no feature differences between them | macOS 11+, Windows 10+, and a Linux beta for Ubuntu 22.04+ / Debian 12+, where computer use and dictation are unavailable |
| Code-signed installers | No. SmartScreen and Gatekeeper warn on first launch; update payloads are separately signature-verified | Yes — installs without a warning |
| Source code | Open source, AGPL-3.0-only | Closed source |
| Ship it under your own brand | Runtime branding today; build-time packaging is early access from source | No |
| Maturity | Release candidate, first packaged build in August 2026 | Established, with a support team behind it |
Where Claude Desktop is better
It installs without frightening anyone. Anthropic signs their binaries; we do not yet. On Windows that means SmartScreen puts a blue warning in front of a first-time user, and on macOS Gatekeeper does the same. If you are recommending a tool to a colleague who is not a developer, that warning costs you the recommendation, and it is a real reason to pick Claude Desktop today.
The extension directory is a genuine advantage. A packaged .mcpb
extension installs in one click and can be browsed from inside the app, and organisations on
Team and Enterprise plans can allowlist extensions and run their own registry. Conduit has
one-click install for remote servers published to the official MCP registry, but nothing
equivalent for local ones — you add a command and arguments yourself.
It is a finished product. Claude Desktop has been shipping for a long time, with computer use, dictation, a Quick Entry hotkey, mobile and web continuity, and people whose job is to answer your support ticket. Conduit is at release candidate stage, maintained in the open, and you are reading its comparison page rather than its case studies.
If you only want Claude, a subscription is usually cheaper. Heavy use on a flat monthly plan costs less than the same use billed per token, and it never surprises you. Bringing your own key is better when you want choice, not when you want one model as much as possible.
Where Conduit is better
Every model behind one window. 17 providers with your own keys, so you can put a frontier model, a cheap fast one, and a local one in the same conversation list and pick per task. Switching providers is a dropdown, not a different application.
Chat with your own files, without an account. Documents collections index text, Markdown, CSV, Word, and PDF files with hybrid vector and keyword search, entirely in a local database — with Ollama as the embedding provider, nothing about the documents leaves the machine. Ask for a picture and, on OpenAI, Gemini, or OpenRouter, Conduit generates one and saves it locally rather than linking to a URL that can expire.
Your conversations are yours, physically. They live in a SQLite database on your disk with a content-addressed blob store for attachments. Requests go from your machine straight to the provider you configured; nothing is proxied through infrastructure we run, and there is no account to have. That is also what makes a genuinely offline mode possible.
Local models are first-class. Ollama and LM Studio work directly, as does any OpenAI-compatible server you host. Combined with local-only mode, the app makes no internet requests at all — which is the only shape that works for air-gapped and some regulated environments.
Local tool calls stay local. Conduit supervises MCP servers as child processes on your machine and reaches remote ones from your machine as well. Anthropic's custom connectors are reached from their cloud, which is a reasonable design for a hosted assistant and a meaningful difference if the tool sits behind your firewall.
You can make it yours. It is AGPL-3.0-only, so you can read it, fork it, and ship it. Runtime branding changes the name, logo, and colours today; the white-label programme covers what packaging can and cannot do yet, and what the licence requires of you if you distribute a build.
What Conduit does not do
Stated plainly, because a comparison that only lists wins is an advertisement:
- No code-signed or notarized installers yet — first launch shows a SmartScreen or Gatekeeper warning
- No cloud sync and no multi-device continuity — the local database is the only copy, so back it up
- Document retrieval needs a non-Anthropic provider to embed the collection — OpenAI, Gemini, OpenRouter, or a local Ollama
- No computer use, no dictation, no mobile app
- No editing of arbitrary earlier messages — retry or delete the last turn, or fork the conversation
- No account, no hosted service, and therefore no support queue — questions go to GitHub
Which one should you install?
If you can only run one and you mostly want Claude, install Claude Desktop. If you want to compare models, keep your data on your own disk, or run something locally, install Conduit — it is free and takes nothing with it if you remove it. They also coexist happily: the same MCP server can be configured in both, and plenty of people keep a subscription for one model and keys for the rest.
More comparisons: all Conduit comparisons, including Conduit vs TypingMind, Conduit vs Chatbox, and Conduit vs Msty.
Questions
Is there an open-source alternative to Claude Desktop?
Yes, several, and Conduit is one of them. It is AGPL-3.0-only, runs on Windows, macOS, and Linux, speaks MCP over local stdio and remote streamable HTTP, and connects to 17 model providers with your own API keys — including fully local ones through Ollama and LM Studio. What it does not have is Claude Desktop maturity: no code-signed installers yet, and no equivalent of the extension directory. Claude Desktop is not open source.
Can I use Claude models in Conduit?
Yes, with an Anthropic API key of your own. That is a different commercial relationship from a Claude subscription: you pay Anthropic per token rather than per month, and the same client can also talk to OpenAI, Google, Ollama, and the rest. If you already pay for Claude Pro or Max and only want Claude, that subscription does not carry over — Conduit cannot use it, and Claude Desktop is the better deal for you.
Does Claude Desktop run on Linux?
Yes, as a beta. Anthropic ships a Linux build for Ubuntu 22.04 LTS or later and Debian 12 or later, on x64 and arm64, installable from their apt repository or as a .deb. Some features are missing there — computer use and dictation are not available, and the Quick Entry hotkey has limited Wayland support. Conduit ships a .deb and an AppImage with no feature differences between platforms.
Which one is better for running an MCP server I built?
It depends on who is running it. For your own use, either works: Claude Desktop installs a packaged extension in one click, and Conduit adds a command or URL on its Connectors page, or installs a registry-published server by name. For putting your server in front of a customer, the difference is not setup — it is whose app, whose model, and whose brand they see, and where a remote connector is reached from. That comparison has its own page.
Is Conduit affiliated with Anthropic?
No. Conduit is an independent open-source project and is not affiliated with, endorsed by, or sponsored by Anthropic. Claude and Claude Desktop are Anthropic products, and the names belong to them. Conduit can talk to Anthropic's API the same way it talks to ten other providers, using a key you supply.
Sources for the Claude Desktop rows: Anthropic's installation, local MCP server, and custom connector documentation, checked 7 September 2026. The "Chat with your own documents" row was checked against Anthropic's Projects and document upload documentation, checked 23 September 2026. Conduit rows are checkable against the documentation and the source. Found an error? Tell us and we will fix it.
Related
- Conduit vs Msty — A Msty alternative? Conduit vs Msty Studio, checked 3 Oct 2026 — licence, pricing, local models, MCP, and the rows Msty wins. Free and open source.
- Conduit vs Chatbox — A Chatbox alternative? Conduit vs Chatbox, checked 3 Oct 2026 — licence, pricing, MCP, local models, mobile, and the rows Chatbox wins. Free and open source.
- Conduit vs TypingMind — A TypingMind alternative? Conduit vs TypingMind, checked 24 Sept 2026: a free, open-source desktop app vs a paid-licence web app, and the rows TypingMind wins.
- Conduit vs Open WebUI — An Open WebUI alternative built as a native desktop app, not a bundled server. Checked 24 Sept 2026, including the rows Open WebUI wins. Free and open source.
- Conduit vs LM Studio — Conduit vs LM Studio, checked 24 Sept 2026: LM Studio runs local models; Conduit is a free, open-source app for them and cloud models. Why many run both.
- Conduit vs Ollama's own app — Ollama ships its own chat app now. What it does, what a separate client adds, and why most people end up running both rather than choosing.
- Best MCP clients, compared — Which MCP client should you install? A checkable comparison of the desktop apps that speak MCP — Conduit, Claude Desktop, Cherry Studio, Jan and LM Studio.