One index of everything you work on, for every agent you run.
Your laptop, your cloud sessions and CI all search the same index. Keep it to yourself on Pro, or share it with your whole team.
Your agents don't all run on your laptop.
- 01
Cloud agents can reach it.
A cloud session or a CI job can't reach your laptop. It can reach one URL. Give it that URL and a token and it searches the same index you do.
- 02
All your repos, docs and tickets in one index.
An agent working in one repository still finds the caller in another and the spec in Confluence.
- 03
The impact check on your pull requests.
The GitHub App comments with what a change reaches, callers in other repositories and the docs that mention it. Facts from the index, never an opinion.
Set up in three steps.
- 01
Connect your sources.
Sign in with GitHub or GitLab, then pick repositories, Confluence spaces and Jira projects, or upload files.
- 02
Get one URL and a token.
Every agent uses the same MCP URL. Tokens are shown once and scoped to the stores you allow.
- 03
Paste it into each agent.
On a laptop running Semlith,
semlith cloud connectputs your cloud stores beside the local ones.
It reads GitHub, GitLab, Confluence, Jira and uploads, read only.
Two plans, the same index.
Pro
Team
Do you need it?
On SWE-bench Verified, the file the fix edits is in Semlith's top 10 for 76.8% of 500 issues, against 47.0% for grep then read. Retrieval only. See the benchmarks