llms.txtA

llms.txt from ken-jo/agent-connector is an llms.txt file: plain text a project publishes for AI models to read.

Install it, pinned
mdr add ken-jo/agent-connector/llms.txt@git:20260910.539eba1

Pins git:20260910.539eba1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
llms.txt file
Repository
ken-jo/agent-connector
Path
llms.txt
Versions recorded
9
Latest version
git:20260910.539eba1, committed Sep 10, 2026
First version recorded
Jun 24, 2026
Size
4,719 bytes
Repository stars
8
License
Apache-2.0

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# agent-connector

Descriptive product route map for agent-connector. Detailed API contracts, host
tables, examples, and generated support claims live in `llms-full.txt`; current
public host coverage lives at https://agent-connector.ai/coverage.

## Product Scope

agent-connector is an SDK and CLI for MCP package authors. One connector definition
targets every supported agent host — terminal CLIs, IDE extensions and desktop apps —
so the author does not write a per-host integration, package format, or install path.

A connector package declares one MCP server plus optional hooks, commands, skills,
subagents, memory, statusline, actions, telemetry, and per-host overrides. The CLI
renders those surfaces into each supported host's native files, verifies install
health, and can wrap stdio servers for local per-tool token telemetry.

A separate connector-free usage track reads agent host session logs read-only and
reports host-level token totals by platform, project, session, model, or day. It
does not provide per-MCP or per-tool attribution; those numbers come from a
developer-owned connector using the serve telemetry proxy.

## Audience Routes
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ken-jo/agent-connector/llms.txt@sha256:7a562c2dde8da028

The line at the top of this page pins the label git:20260910.539eba1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_faf7nql5yluu7muj.svg)](https://markdownregistry.com/a/art_faf7nql5yluu7muj)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 9 versions of this file, between Jun 24, 2026 and Sep 10, 2026, about one every 10 days.

versioncommittedcommitsizeaudit
git:20260910.539eba1 latest2026-09-10 539eba1 4,719 BA view · diff
git:20260910.e971a1b2026-09-10 e971a1b 4,152 BA view · diff
git:20260910.58e38f42026-09-10 58e38f4 4,144 BA view · diff
git:20260906.d5349b92026-09-06 d5349b9 4,133 BA view · diff
git:20260903.45c77132026-09-03 45c7713 3,845 BA view · diff
git:20260903.80b2af02026-09-03 80b2af0 4,008 BA view · diff
git:20260704.624416e2026-07-04 624416e 3,641 BA view · diff
git:20260701.f3368e02026-07-01 f3368e0 26,958 BA view · diff
git:20260624.9017fed2026-06-24 9017fed 27,306 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (4719 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

ken-jo/agent-connector · 8 stars · license Apache-2.0 · pushed 2026-09-11 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_faf7nql5yluu7muj
GET https://markdownregistry.com/api/v1/resolve?ref=ken-jo/agent-connector/llms.txt
GET https://markdownregistry.com/api/v1/blob/7a562c2dde8da028d763ac2a8474b0fe6988def260464b445172647c6404f23c

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: how to add an llms.txt file to a website · which agent file does what.

More from ken-jo/agent-connector

llms-full.txt llms.txt file
ken-jo/agent-connector · llms-full.txt
git:20260911.d7299cc · audit B · 8 stars
agent-connector SKILL.md skill
ken-jo/agent-connector · skills/agent-connector/SKILL.md · Use when building, reviewing, installing, packaging, or diagnosing an agent-connector integration. Two audiences: MCP…
git:20260903.80b2af0 · audit A · 8 stars

Every file in ken-jo/agent-connector

Other files named llms.txt

llms.txt llms.txt file
tt-a1i/archify · llms.txt
git:20261031.afcf783 · audit A · 94,561 stars
llms.txt llms.txt file
garrytan/gbrain · llms.txt
git:20261104.dea361e · audit A · 31,587 stars
llms.txt llms.txt file
othmanadi/planning-with-files · llms.txt
git:20260917.2fbbd77 · audit A · 27,905 stars
llms.txt llms.txt file
tw93/kami · llms.txt
git:20261009.3d11cf5 · audit B · 12,282 stars
llms.txt llms.txt file
tw93/waza · llms.txt
git:20260907.2ae9e48 · audit A · 7,521 stars
llms.txt llms.txt file
deanchensj/jiangshan-map · llms.txt
git:20261104.0708131 · audit A · 4,690 stars
llms.txt llms.txt file
nteract/semiotic · llms.txt
git:20261006.a110d98 · audit A · 2,717 stars
llms.txt llms.txt file
ethanyoq/ai-novel-writer · llms.txt
git:20261018.88fb1ad · audit A · 2,388 stars

Browse by kind, by grade A, or by owner.