RigBase

Name: RigBase
Author: getrigbase

by getrigbaseversion 1.0.1i★ –iRuns in the cloud

Registry namecom.getrigbase/rigbase

Install

Overview

Description from the maker (original English)

Measured local-LLM tok/s on home AI rigs. Search builds, can-it-run, best GPU; sourced + linked.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi3 of 3 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs in the cloud
Transport: Streamable HTTP
Category: Search & AI memory

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 3 of 3 passed
Runs on the maker’s server: what you ask it goes through their server.
Can do 4 things (tools) search_builds, can_it_run, best_gpu_for_model, get_build
The registry lists no key to fill in.

You need

Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

Open Settings → Connectors
Press Add custom connector
Paste the address below and press Add
If it asks you to sign in, sign in with the maker

https://getrigbase.com/mcp

Run this in your terminal

claude mcp add --transport http rigbase https://getrigbase.com/mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "rigbase": {
      "url": "https://getrigbase.com/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "rigbase": {
      "type": "http",
      "url": "https://getrigbase.com/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

Open ChatGPT on the web → Settings → Connectors (Apps)
Press Create or Add (some plans need Developer mode under Advanced first)
Paste the address below, give it a name and save
If it asks you to sign in, sign in with the maker

https://getrigbase.com/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Tool names and descriptions exactly as the server reported them on Nov 7, 2026. The maker wrote them, not us; we show them as plain text.

search_builds
Search RigBase measured home AI builds. Filter by GPU name, model name, minimum VRAM (GB), and/or maximum build cost. Returns top matches with tok/s, quant, engine, source credit and canonical getrigbase.com URL. Never invents numbers.
can_it_run
Ask whether a given GPU setup can run a model. Returns measured RigBase results when available; otherwise a VRAM-fit estimate clearly labelled as an estimate (weights arithmetic, not a measured speed). Advises against quants below Q4. Always includes source credit and URLs for me
best_gpu_for_model
Return the fastest measured RigBase result for a model, plus tok/s per euro where a build cost or known GPU street price exists. Includes source credit and canonical URL.
get_build
Fetch one RigBase build by slug (e.g. "dual-3090-ryzen-3700x"). Returns parts, measured results, source credit and canonical URL.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

✓ Pass
Maker matches the repo
The registry name was verified against the domain getrigbase.com (the registry checks domain ownership)
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
✓ Pass
Endpoint responds
Responded in 63 ms (HTTP 200)
– Not applicable
Sign-in with OAuth
No sign-in needed
✓ Pass
No hidden instructions in tool descriptions
Read 4 tool descriptions and found no hidden instructions to the AI

Compared with others in Search & AI memoryi

More stars than 0% of the other 5653 servers in this category
Published to the registry more recently than 99% of the other 5653 servers in this category
Basic checks equal to or better than 100% of the other 5653 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is RigBase safe?

It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.1) reached the registry today.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Context7, Codebase Memory, Exa

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Context7

by upstash

Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.

Computer or cloud★ 64,224MITUpdated yesterday

Install

Codebase Memory

by DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Runs on your computer★ 48,148MITUpdated 21 days ago

Install

Exa

by exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Runs in the cloud★ 5,213MITUpdated 2 months ago

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

RigBase data

Measured local-LLM speeds on real home hardware.

getrigbase.com · Live download · Hugging Face · Licence: CC BY 4.0

This repository mirrors the free RigBase dataset:


Builds	150
Measured results	358
Models	51
Snapshot generated	2026-10-27 (from getrigbase.com/data/)

Every number links to its original public source (llama.cpp discussions, llama-bench databases, blogs, GitHub repos, Mia's AI Lab recipes, and similar). RigBase collects and normalises these numbers; it does not re-measure them or invent estimates for the tps column.

Files

builds.csv — one row per measured result (358 rows)
builds.json — one object per build with parts + nested results
LICENSE — CC BY 4.0
CITATION.cff — machine-readable citation

Quick start

# CSV

curl -LO https://getrigbase.com/data/builds.csv

Or clone this repo

git clone https://github.com/getrigbase/rigbase-data.git

import pandas as pd

df = pd.read_csv("builds.csv")

Plain decode only (drop speculative / MTP / draft runs):

plain = df[df["spec_decode"].fillna("none").eq("none")] print(plain.groupby("model")["tps"].max().sort_values(ascending=False).head(10))

Columns (CSV)

column	meaning
`build_slug`, `build_title`, `page_url`	Build id, name, and RigBase page
`gpus`, `vram_gb`, `cpu`, `ram`, `power`	Hardware as stated by the source
`model`, `quant`, `engine`	What was run, as stated by the source
`tps`	Generation (decode) tokens/sec reported by the source
`spec_decode`	`none`, or the speculative-decoding method (MTP, DFlash, …)
`prefill_tps`, `prefill_tokens`, `prefill_metric`	Prefill speed only where the source reports one; never estimated
`est_ttft_8k_s_calculated`	Calculated (not measured): 8192 / prefill_tps when prefill_tokens ≥ 512
`ttft_s_measured`, `ttft_prompt_tokens`	TTFT as measured by the source
`source`	Original public measurement URL
`source_checked_by_rigbase`	`yes` = RigBase re-read the number at the source

Full column notes: https://getrigbase.com/data/

Caveats

Numbers come from different people, engines, quants and settings. Compare rows from the same source when you compute ratios.
Filter on spec_decode == "none" for plain decode speed.
Calculator pages on the site (VRAM, KV cache) are arithmetic, not measurements. They are not in this dataset.

Browse builds: https://getrigbase.com/
Can I run it? (VRAM + KV cache calculator): https://getrigbase.com/can-it-run/
DGX Spark recipes: https://getrigbase.com/dgx-spark/
Submit a correction or build: https://getrigbase.com/submit/

Attribution

Required by CC BY 4.0:

RigBase (getrigbase.com), CC BY 4.0. Each row keeps its original source URL.

Please also keep or cite the per-row source URL when you reuse an individual number.

Updates

The live files at https://getrigbase.com/data/ are the source of truth. This GitHub mirror is refreshed when the site dataset changes. Issues and PRs that fix a sourced number (with a link) are welcome.

RigBase

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Search & AI memoryi

Common questions

Alternatives

Context7

Codebase Memory

Exa

README from the maker

RigBase data

Files

Quick start

Or clone this repo

Plain decode only (drop speculative / MTP / draft runs):

Columns (CSV)

Caveats

Related

Attribution

Updates