What are the differences between Dosu and DeepWiki for a private codebase and coding agents?

As of November 12, 2026: Dosu maintains documentation that lives in your repos and tools, updating it as code changes, and lets coding agents read and contribute docs over MCP; private repositories need Dosu Pro ($16 a month billed annually, 4,000 credits). DeepWiki generates a wiki and answers questions about a repository; the free public DeepWiki and its no-auth MCP server only cover public GitHub repos, so private-repo wikis come through the Devin app, where low-effort wikis are free and medium or high effort costs about 5-10 or 20-40 ACUs per wiki.

Can DeepWiki read a private repository?

Not through the free public service. deepwiki.com and the DeepWiki MCP server at mcp.deepwiki.com work only with public GitHub repositories and need no authentication. For private code, Cognition generates DeepWiki pages inside the Devin app when you connect your repositories; Ask Devin then uses that wiki to answer questions. Low-effort wiki generation is free; medium and high effort bill against your team's ACU usage.

Can Dosu work with private repositories?

Yes, on the Pro plan and above. Dosu's Free plan (200 credits a month) covers public repositories only. Pro costs $16 a month billed annually ($192 upfront), includes 4,000 credits a month and adds private repositories, Slack, Confluence, Coda and Notion integrations, and teammates. Enterprise adds SSO, custom RBAC and audit logs, and Dosu allows self-hosting for large enterprise customers. Dosu states it is SOC 2 Type II compliant and does not train on private data.

Which is better for coding agents, Dosu or DeepWiki?

Use DeepWiki when an agent needs to understand an unfamiliar public library quickly: its MCP server exposes read_wiki_structure, read_wiki_contents and ask_question with no setup. Use Dosu when your agents work on your own private code and you want the knowledge they rely on to stay current, because Dosu updates docs as code changes and lets agents contribute docs back over MCP. Many teams use both.

Quick Answer

Dosu vs DeepWiki for Private Codebases and Coding Agents

Published: November 12, 2026

The short answer

Pick DeepWiki to understand public code, Dosu to keep private-code knowledge current. They answer different questions:

DeepWiki (Cognition) generates a wiki and a Q&A interface from a repository. The public service and its MCP server are free, need no login and cover public GitHub repos only. Private repos get DeepWiki inside the paid Devin app.
Dosu maintains documentation where it already lives (repos, Confluence, Notion), rewrites it when code changes, and gives coding agents an MCP connection to read and write that knowledge. Private repos need Dosu Pro ($16/month billed annually).

If your question is “how does this open-source dependency work?”, DeepWiki. If it is “how does our billing service work, and why did we change it last spring?”, Dosu, or a context engine such as Unblocked.

The comparison

Prices and features read from each vendor’s pages on November 12, 2026.

	Dosu	DeepWiki (public)	DeepWiki in Devin
What it does	Maintains docs; self-documenting PRs; generates docs on demand	Generated wiki + Q&A per repo	Same, on your connected repos, feeding Ask Devin
Private repositories	Pro and up	No	Yes
Coding-agent access	MCP: agents read docs and contribute docs as they work	Free MCP server, no auth (`mcp.deepwiki.com/mcp`)	Through Devin sessions and Ask Devin
Other sources	Slack, Confluence, Coda, Notion (Pro)	Code only	Code; Devin integrations (Slack, Linear, Jira)
Keeps docs current	Yes, updates docs when code changes	Regenerated wiki	Regenerated wiki; steer with `.devin/wiki.json`
Price	Free (200 credits/mo, public repos) · Pro $16/mo annual ($192), 4,000 credits · Enterprise custom	Free	Low-effort wiki free; medium ~5–10 ACUs, high ~20–40 ACUs per wiki; Devin plans: Pro $20/mo, Max $200/mo, Teams $80/mo + $40 per seat
Self-hosting	Large enterprise customers	No	Enterprise: VPC deployment option

How each one handles a private codebase

Dosu connects to your Git host and, on Pro, to private repositories and your SaaS tools. Its output is ordinary documentation: it syncs existing docs and keeps them updated “in-place”, and its pricing page lists self-documenting pull requests, doc templates and an MCP connection through which “coding agents automatically contribute docs as they work”. The result is knowledge your humans can also read and review. Dosu no longer runs issue auto-labelling or stale-issue management as hosted features; it open-sourced both (dosu-ai/auto-label, dosu-ai/better-stale-bot) to run in your own GitHub Actions.

DeepWiki for private code is a feature of Devin. Cognition’s docs say Devin “automatically indexes your repos and produces wikis with architecture diagrams, links to sources, and summaries”, generated during onboarding when you connect repositories. Large repositories can hit built-in limits; a .devin/wiki.json file lets you list the pages you want (up to 30 pages, 80 on Enterprise). Medium and high effort wikis are billed in ACUs and need an active subscription or credits; Enterprise orgs always run at low effort.

How coding agents use each

DeepWiki MCP exposes three tools — read_wiki_structure, read_wiki_contents and ask_question — over Streamable HTTP at https://mcp.deepwiki.com/mcp (the /sse endpoint is being deprecated). Add it to Claude Code, Cursor or Codex and an agent can ask questions about any public repo. It will not see your private code.
Dosu MCP points agents at your maintained docs and lets them write back, so the next agent session starts from what the last one learned.

Picks by job

Agents need to learn open-source dependencies: DeepWiki MCP. Free, nothing to configure.
You already pay for Devin: use its built-in DeepWiki on your private repos before buying another tool.
Docs drift behind code and agents keep reading stale READMEs: Dosu Pro.
Agents need context beyond code (Slack threads, Jira, incidents): Unblocked, $29 per user/month annual ($35 monthly), 21-day trial. See the wider field in alternatives to Dosu.
You are building the knowledge layer for your own product’s agents, not for engineers: read how to choose an AI knowledge layer.

Limits to check before you commit

Generated is not verified. Both tools write with an LLM. Spot-check a page against the code before agents depend on it.
Credits run out. Dosu meters work in credits (200 free, 4,000 on Pro, extra credits purchasable); Devin meters higher-effort wikis in ACUs.
Public DeepWiki is public. Do not submit a private repository URL to deepwiki.com expecting privacy; private repos belong in Devin.

Last verified: November 12, 2026.