tensorust/ai-agent-repo-momentum-sample

Agent Repo Momentum Index: free sample (Tensorust LLC)

1,298 new AI agent, LLM, MCP and Claude Code repos since September ranked by star velocity, rolled up to 245 organizations.

Headline: New agent tooling teams show up on GitHub weeks before they raise or launch, but GitHub has no ranking of new repositories by star velocity. deepseek-ai/dsh-superagent-prototype, created Oct 31, 2026, had 20,264 stars by Nov 6, about 3,038 a day.

This repository is a free teaser, not the dataset. It holds 25 example rows and a summary table with no names in it. The full file has 1,298 rows and is sold by Tensorust LLC: https://tensorust.com/datasets/ai-agent-repo-momentum/.

Files here

file	what it is
sample.csv	25 rows of the full file (the same sample shown on tensorust.com)
summary_by_theme.csv	row counts and totals by theme across the full file, no entity names (groups with fewer than 3 rows are folded into "Other")

Summary by theme (largest groups)

Theme	rows	Stars
Claude Code	523	476,997
MCP	280	118,027
Other	178	1,042,680
AI agents	167	263,230
LLM	81	53,116
Agent skills	69	55,757
TOTAL	1,298	2,009,807

Full table: summary_by_theme.csv.

What the full file has

• 1,298 rows
• Key fields: repo, owner, owner_type, theme, description, language, topics, created_at, stars_nov5, stars_now
• Parquet and CSV, a README with sources, method and limits, and the build script
• Free 25-row sample (no personal contact data)

Coverage: 1,298 repositories created Sep 6 to Nov 5, 2026 (300+ stars overall, or 100+ in topics ai-agents, llm, mcp, claude-code, or 50+ for MCP and agent-skills); 245 owning organizations. GitHub search of Nov 5, 2026; stars re-read 2026-11-06

Columns in the full file

column	meaning
repo	owner/name
owner	Owner login
owner_type	Organization or User
theme	Theme
description	Description
language	Primary language
topics	Topics
created_at	Created
stars_nov5	Stars on Nov 5
stars_now	Stars today
stars_gained_since_nov5	Stars gained since Nov 5
stars_per_day	Stars per day since creation
forks_now	Forks today
pushed_at	Last push
archived	Archived
found_today	Still reachable today
search_queries	Search queries that found it
homepage	Homepage
url	Repository

Get the full file

tier	price	includes
Snapshot file	$600	All repositories and the organization rollup.
Weekly index	$400 a month	Weekly re-pull with new repositories added and week-over-week star gains.
Fund license	$7,500 a year	Weekly index, full history, custom topics and use across your fund.

Email mattbusel@tensorust.com with the tier and a billing contact, and we will send a proper invoice (ACH or card). The file is delivered once the invoice is paid. Details and the live sample: https://tensorust.com/datasets/ai-agent-repo-momentum/. All datasets: https://tensorust.com/datasets/

Method and limits

Run the search queries named in search_queries, keep every result, and re-read each repository's star and fork counts today. Stars per day = current stars over days since creation. Theme is assigned from topics and description (Claude Code, MCP, agent skills, AI agents, LLM, other). The org rollup sums repositories owned by GitHub organizations (not personal accounts).

Not a measure of usage or revenue; stars can be bought or brigaded, and repos older than Sep 6, 2026 are out of scope. Personal accounts are public GitHub handles; no contact data is included.

Sources

• GitHub REST search API, repositories created since 2026-09-06 by topic and star threshold, https://api.github.com/search/repositories
• GitHub GraphQL API, stars, forks and owner type re-read Nov 6 2026, https://api.github.com/graphql

License

The sample and summary here are free to view, analyze and cite with attribution to "Tensorust LLC, https://tensorust.com/datasets/ai-agent-repo-momentum/". The full dataset is licensed separately per tier. No resale or redistribution of Tensorust data without a written license.

Tensorust LLC, Tuckahoe NY. mattbusel@tensorust.com | https://tensorust.com