Alternatives

Unblocked (getunblocked.com) alternatives for AI code context

For engineering leads who are looking at Unblocked, or already pay for it, and want to know what else does the same job: answers about the codebase, the follow-up drafted, and pull requests reviewed.

For teams comparing codebase Q&A tools · Updated 11 November 2026

Unblocked answers questions about your codebase from code, conversations, issues and docs, in Slack, on the web and over MCP. It is a good product. The alternatives below differ mainly on price model, where the answers show up, and whether you can host it yourself. We make one of them, Enhanciar, so weigh our view accordingly; we’ve linked every competitor fact to its source.

The short version

Want the closest like-for-like, but bring-your-own-key pricing? Enhanciar.
Need on-prem, SSO and a security review? Stay with Unblocked Enterprise, or look at Sourcegraph.
Want company-wide search, not just engineering? Glean.
Mostly want PR review? Greptile, or Enhanciar on repos you turn review on for.
Documentation for a large legacy estate? Swimm.

When to pick Unblocked instead of Enhanciar

You need on-prem deployment. Unblocked offers it on Enterprise; Enhanciar is hosted only.
You need SSO, a guided security review and a dedicated success team today. Those are on Unblocked’s Enterprise plan; Enhanciar is a young product without that process yet.
You want a CLI and a public API as first-class surfaces, or you pull in product analytics and production signals, which Unblocked lists as sources.
You don’t want to manage a model key or a provider bill. Unblocked includes the model; Enhanciar asks you to bring your own.
You want a 21-day free trial before paying.

When Enhanciar fits

Your questions are mostly “why is it like this?” and “what breaks if I change it?”.
You want each answer to point at the file:line and the PR, review comment or Slack message it came from, so you can open it and judge for yourself.
Does the follow-up. The ticket, reply, doc or calendar event is drafted for a person to approve; pull-request review posts on its own once you turn it on for a repo.
You want your AI coding agents to ask the same brain over MCP.
You’d rather pay $35 per person plus your own model tokens, with no markup on AI.

Comparison

Six tools, side by side.

Tool	What it does	Where it answers	Cites PRs?	Pricing (as of Nov 2026)	Self-hosting
Unblocked	Codebase Q&A and a context layer for AI agents across code, conversations, issues and docs (source); also AI code review and the Unblocked Code agent	Web, Mac app, Slack, Microsoft Teams, MCP, CLI, API (source)	Says “every answer ships with source links”	$29/user/mo annual or $35 monthly; Enterprise custom; 21-day free trial (source)	On-prem options on Enterprise
Enhanciar	Answers “why is this code like this?” from code, PRs, review comments, Slack and docs; drafts the follow-up (ticket, reply, doc) for you to approve; reviews pull requests on repos you turn it on for	Web, Slack, MCP (Claude Code, Cursor)	Yes: file:line plus the PR, review comment or Slack message	$35 per person/mo (cancel anytime), or $315 per person/year paid once, bring your own LLM key, $0 inference markup. Open sign-up, paid plans	No; hosted
Glean	Company-wide enterprise search and assistant; its GitHub connector indexes code, PRs, reviews and comments (source)	Web, Slack, MCP (docs)	References source documents, including PRs	Not published; sales-led (source)	Not stated on pricing page
Sourcegraph (Cody)	Enterprise code search, Deep Search and Cody; Cody Free/Pro ended July 2025 (source)	Web, IDE, MCP server, API, CLI	Cites code; built around search, not PR discussions	Enterprise from $16,000/yr minimum (source)	Yes: self-hosted or single-tenant cloud
Greptile	Mainly AI pull-request review now; codebase context over MCP (source)	PR comments, MCP (Cursor, Claude Code, VS Code, Codex)	Reviews PRs; not a history-of-decisions tool	Free Starter (1 dev, 50 credits a month); Pro $1 per credit, no seat fees; Enterprise custom (source)	Enterprise only
Swimm	Code-coupled docs; now sells modernization of large legacy estates as a delivered service (source)	IDE (VS Code, JetBrains), web, feeds AI tools via MCP (docs)	Checks docs against code on PRs; not a PR-history Q&A tool	Not public; the old pricing page now opens a “How it works” page that offers a scoping call (source)	Yes: on-prem and air-gapped

Competitor details come from each vendor’s public pages as of November 2026 and are summarised, not quoted. Prices change; check the linked page before you buy. If we got something wrong, email us and we’ll fix it.

Beyond answers

Who does the follow-up.

Tool	Takes actions	Reviews pull requests
Unblocked	Yes, you confirm the scope first: Unblocked Code, a coding agent, returns a draft pull request (source)	Yes, inline comments on each PR once turned on (source)
Enhanciar	Yes, you approve first: Jira, Linear and GitHub issues, Slack posts, Gmail drafts, calendar events, Notion pages, Zendesk notes	Yes, posted on the PR with the whole codebase as context, on repos you turn it on for
Glean	—	—
Sourcegraph (Cody)	—	—
Greptile	—	Yes, its main job
Swimm	—	Checks docs against code on PRs; not a code review

A dash means the vendor’s public pages we checked do not describe it; it is not a claim that the feature is missing.

Then hand it the follow-up

Search finds the page. A brain does the next step.

After the answer, say what you need. It drafts the work and waits in your Actions queue for a person to approve.

Review this PR Turn these notes into Linear tickets Draft the reply to Acme Add it to the calendar Write the decision up in Notion Post the summary to #product

Orange dot: waits for your approval. Teal dot: pull-request review posts on its own, only on repos where you turn it on.

When to pick another alternative

Glean if the question is “where is anything at this company?” rather than “why is this code like this?”. Sourcegraph if you need code search across thousands of repos, self-hosted, and have the budget for an enterprise contract. Greptile if what you actually want is a reviewer on every PR. Amp is a coding agent, not a Q&A tool; it belongs in the list only because people search for it next to Cody.

Moving from Unblocked, or setting up from scratch

Sign up at enhanciar.in and pick a plan.
Add a model key from Anthropic, OpenAI, Google or a compatible provider.
Connect GitHub first (code, issues and PRs, synced on push), then Slack, and any of Notion, Google Drive, Jira or Linear.
Run an ingest and ask the five questions your team asked Unblocked most last month. Compare the answers and the sources side by side.
Invite the Slack bot to a channel (/invite @Enhanciar) and add the MCP server to Claude Code or Cursor (setup).
Run both for two weeks before you cancel anything. There’s nothing to export from Unblocked: both tools read the same sources.

What Enhanciar costs

It is $35 per person a month (cancel anytime), or $315 per person a year paid once, which works out to about $26 a month. You bring your own model key (Anthropic, OpenAI, Google or a compatible provider) and pay that provider directly; Enhanciar adds $0 on tokens. Sign-up is open: you pick a paid plan (no free trial) and get started right away. There is no self-hosted version.

FAQ

Things people ask.

What is the best alternative to Unblocked?

It depends on the gap. For the same job (codebase answers in Slack, web and MCP) with bring-your-own-key pricing, Enhanciar. For company-wide search, Glean. For self-hosted enterprise code search, Sourcegraph. For PR review, Greptile.

How much does Unblocked cost?

As of November 2026, $29 per user per month on annual billing or $35 monthly, with custom Enterprise pricing and a 21-day free trial (source).

Can Unblocked or its alternatives be self-hosted?

Unblocked lists on-prem options on its Enterprise plan. Sourcegraph and Swimm offer self-hosting, and Greptile does on Enterprise. Enhanciar is hosted only. (Asked in: Launch HN: Greptile)

Does my code get sent to a third-party model?

With every tool here, yes, unless you self-host the model. With Enhanciar the calls go to the provider whose key you added, so it is covered by your own agreement with that provider. (Asked in: Launch HN: Greptile)

How do I know the answer isn't made up?

Check the sources. Enhanciar cites the file:line and the PR, review or message behind each answer, and Unblocked says every answer ships with source links. Open them. A citation shows where the answer came from; it doesn't prove the answer is right. (Asked in: Show HN: Unblocked)

Why not just paste the code into ChatGPT or Claude?

That works for one file. It doesn't see the PR discussion or the Slack thread where the decision was made, and it doesn't stay in sync as the code changes. (Asked in: Ask HN: Any AI tools that help you make sense of a large repo?)

Get started

Answers with the file and line. Then the follow-up.

Sign-up is open. Pick a plan, add your own AI key and connect your first source.

Get started See pricing