llm-localfirst
Rank #31,186glama/shaxzodbek-uzb/llm-localfirst
A local-first LLM routing MCP server that keeps sensitive data on your own models, with fail-closed privacy and manager-worker delegation, exposing route and complete tools to any MCP client.
What you can do with llm-localfirst
llm-localfirst is a Model Context Protocol (MCP) server published by shaxzodbek-uzb. It ranks #31,186 of 144,396 active servers on MCP Toplist. llm-localfirst is listed on Glama, with 3 release tags tracked from its GitHub repository. It was first listed on Jun 20, 2026 and most recently updated on Aug 16, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What llm-localfirst can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using llm-localfirst
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect llm-localfirst and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for llm-localfirstyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Jun 20, 2026
- Latest release tag
- Aug 16, 2026
- Version history
- 3 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Glama ↗listed since Jun 21, 2026 · still listed
Do you maintain llm-localfirst? to correct or enrich this profile.
GitHub releases (3)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.2.0 | Aug 16, 2026 |
| v0.1.1 | Jun 20, 2026 |
| v0.1.0 | Jun 20, 2026 |
Ranks ahead of 113,210 of 144,396 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fshaxzodbek-uzb%2Fllm-localfirst)<a href="https://mcptoplist.com/server/glama%2Fshaxzodbek-uzb%2Fllm-localfirst"><img src="https://mcptoplist.com/badge/glama%2Fshaxzodbek-uzb%2Fllm-localfirst.svg" alt="MCP Toplist: Top 25% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains llm-localfirst?
- llm-localfirst is maintained by shaxzodbek-uzb, which publishes 3 MCP servers (6 total versions) tracked on MCP Toplist.
- Is llm-localfirst listed on the Official MCP Registry?
- llm-localfirst is not on the Official MCP Registry. It is listed on Glama.
- How many versions does llm-localfirst have?
- No registry surfaces explicit version metadata for llm-localfirst; MCP Toplist tracks 3 release tags from its GitHub repository, most recently published on Aug 16, 2026.
- Where can I find the source code for llm-localfirst?
- The source code for llm-localfirst is hosted at github.com/shaxzodbek-uzb/llm-localfirst.
Do you run this server?
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