How real projects summarise themselves for language models.
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
garrytanllms.txtgarrytan/gstack/gstack/llms.txt
this coding agent: install the CLI, initialize a local PGLite or Supabase brain, register MCP, capture per-remote trust policy. - [/ship](ship/SKILL.md): Ship it: merge the base, run tests, review
koala73llms.txtkoala73/worldmonitor/public/llms.txt
Alerts on escalation, by email, Telegram, Slack and more](https://www.worldmonitor.app/blog/posts/alerts-notification-channels-worldmonitor/) (Pro) - [Free MCP server for geopolitical data](https://www.worldmonitor.app/docs/mcp-quickstart): connect Claude, ChatGPT, Codex or Cursor at [worldmonitor.app
chopratejasllms.txtchopratejas/headroom/llms.txt
lines, little on prose. Library (no API key, in-process), proxy, and MCP server. Apache 2.0, local-first. Headroom is shipped as a Python package (`headroom-ai`), a TypeScript package
1 project uses a version of this
DavidHDevllms.txtDavidHDev/react-bits/public/llms.txt
copy and CLI commands (jsrepo, shadcn). - [MCP Setup](https://www.reactbits.dev/get-started/mcp): Set up a MCP server to help you with development. - [Pro catalogue](https://www.reactbits.dev/pro): On-domain previews
Steady12 mentions in 2 weeks
No other project uses it yet
DeusDatallms.txtDeusData/codebase-memory-mcp/docs/llms.txt
codebase-memory-mcp > Codebase Memory is an open-source local MCP server for AI coding agents. It connects code, documentation, configuration, and infrastructure in a persistent knowledge graph, with
abhigyanpatwarillms.txtabhigyanpatwari/GitNexus/llms.txt
design context) - ARCHITECTURE.md — system overview, data flow, component relationships # Key directories - gitnexus/ (CLI/core, MCP server — TypeScript) - gitnexus-web/ (web UI — React/Vite/WASM) - eval/ (SWE-bench evaluation harness — Python) - gitnexus-claude-plugin
Steady31 mentions in 2 weeks
No other project uses it yet
tinyhumansaillms.txttinyhumansai/openhuman/llms.txt
configuration. The OpenAI-compatible example controls can point a live example at that local server. - [MCP servers](docs/gitbooks/en/developing/embed/integrations/mcp.md): Enable the `mcp` Cargo feature and declare a server with `AgentSpec::mcp
No other project uses it yet
linera-iollms.txtlinera-io/linera-protocol/docs/llms.txt
Linera and trading on Linera prediction markets. - [mcp-demo](https://github.com/linera-io/mcp-demo): Demo MCP server connecting Claude to a Linera counter application via GraphQL. - [linera-web](https://github.com/linera-io/linera-web):
No other project uses it yet
OpenAIllms.txtopenai/openai-agents-python/docs/llms-full.txt
tool contexts, and test tool execution paths. - [Model Context Protocol](https://openai.github.io/openai-agents-python/mcp/): Integrate MCP servers so agents can dynamically request data or actions from external providers via a standard
Steady2 mentions in 2 weeks
No other project uses it yet
OpenAIllms.txtopenai/openai-agents-python/docs/llms.txt
manage schemas, and work with tool contexts. - [Model Context Protocol](https://openai.github.io/openai-agents-python/mcp/): Connect MCP servers so agents can request external data or actions through standardized tool APIs. ## Operations
Steady2 mentions in 2 weeks
No other project uses it yet
alirezarezvanillms.txtalirezarezvani/claude-skills/docs/llms-full.txt
sync scripts in `scripts/`. Supported targets include: - **Claude Code** (primary) — plugins, agents, slash commands, MCP servers, hooks - **OpenAI Codex** — `scripts/sync-codex-skills.py`, `~/.codex/` - **Gemini CLI** — `scripts/sync-gemini-skills.py` - **Cursor** — rules-format export - **Hermes Agent
Steady28 mentions in 2 weeks
No other project uses it yet
a2aprojectllms.txta2aproject/A2A/docs/llms.txt
docs/spec/a2a.json`. 2. **Core Concepts Documentation:** Conceptual guides in `docs/topics/` (What is A2A, A2A & MCP, Core Concepts, Life of a Task, Agent Discovery, Enterprise Features, Streaming & Async, Multi-Tenancy
No other project uses it yet
akfamilyllms.txtakfamily/akshare/llms.txt
level package. AI assistants can use AKShare without writing code through the MCP server maintained by the AKShare team in the companion project AKTools (`https://github.com/akfamily/aktools`, MCP Registry name
NirDiamantllms.txtNirDiamant/agents-towards-production/llms.txt
github.com/NirDiamant/agents-towards-production/tree/main/tutorials/LangGraph-agent): Building a stateful agent as a graph with LangGraph. - [Agent with MCP](https://github.com/NirDiamant/agents-towards-production/tree/main/tutorials/agent-with-mcp): Connecting an agent to tools over the Model Context Protocol. - [A2A](https://github.com
No other project uses it yet
Evil0ctalllms.txtEvil0ctal/Douyin_TikTok_Download_API/llms.txt
Bilibili (B 站). One > `docker compose up` gives you a REST API, an MCP server and a web console, > backed by an identity pool (cookies + proxies + fingerprints) that mints, > tests
No other project uses it yet
Googlellms.txtgoogle/A2UI/docs/site/llms.txt
from A2UI](https://a2ui.org/guides/mcp-catalog/) ([Markdown](https://a2ui.org/guides/mcp-catalog.md)) - [Serve A2UI Layouts from an MCP Server](https://a2ui.org/guides/a2ui-over-mcp/) ([Markdown](https://a2ui.org/guides/a2ui-over-mcp.md)) - [Embed MCP Apps in A2UI Surfaces
corsairdevllms.txtcorsairdev/corsair/docs/llms.txt
docs.corsair.dev/mcp-adapters/claude-sdk.md): Use Corsair with the Claude Agent SDK via an in-process MCP server. - [Vercel AI SDK](https://docs.corsair.dev/mcp-adapters/vercel-ai.md): Connect Corsair to the Vercel AI SDK over HTTP
tonhowtfllms.txttonhowtf/omniget/llms-full.txt
YouTube, Instagram, TikTok, X, Reddit, Twitch, torrents and the sites yt-dlp supports. Its MCP server lets Claude Code, Cursor, VS Code and Codex queue downloads
tonhowtfllms.txttonhowtf/omniget/llms.txt
sites yt-dlp supports and the file lands in a folder. Its MCP server lets Claude Code, Cursor, VS Code, Codex, Goose and Claude Desktop queue and follow downloads
StarTrail-orgllms.txtStarTrail-org/LEANN/llms.txt
/StarTrail-org/LEANN contact: https://github.com/StarTrail-org/LEANN/issues # Installation install: uv tool install leann-core --with leann # MCP Server Entry Point mcp.server: leann_mcp mcp.protocol_version: 2024-11-05 # Tools mcp.tools: leann_list
Steady4 mentions in 2 weeks
1 project uses a version of this
A markdown file at a website's root that gives language models a short guide to the site and links to the pages worth reading.
The same idea with the content included, so an agent can read the documentation in one request.
Agents and tools that fetch documentation on someone's behalf. It's a proposal, not a standard, and support varies.
Start with a one-line summary, then sections of links with a sentence each. The examples here show what real projects do.
