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.
LING71671llms.txtLING71671/open-reverselab/docs/llms.txt
cheating, and more. ## Quick Links - Landing Page: https://ling71671.github.io/open-reverselab/ - Knowledge Base: https://ling71671.github.io/open-reverselab/kb/ - MCP Tools: https://ling71671.github.io/open-reverselab/mcp-tools/ - FAQ: https://ling71671.github.io/open-reverselab/faq.html - GitHub: https://github.com/LING71671/open-reverselab - Full LLM dump
No other project uses it yet
reticlehqPipes a download into a shellllms.txtreticlehq/reticle/llms.txt
from the inside, without screenshots. It is a > dev-only SDK plus a local MCP server / CLI that reads **program truth** (network, state, console, > routing, animations, framework state, React source
Avijit07xllms.txtAvijit07x/animateicons/public/llms-full.txt
icon into your project as an editable file, instead of installing the package. - The [MCP server](https://animateicons.in/icons/docs/mcp) lets an AI coding agent such as Claude Code or Cursor
Steady13 mentions in 2 weeks
No other project uses it yet
Avijit07xllms.txtAvijit07x/animateicons/public/llms.txt
party animateicons CLI. Add, search, and browse icons without leaving the terminal. ## AI agents - [MCP Server](https://animateicons.in/r/docs/mcp.md): Connect the @animateicons/mcp Model Context Protocol server so AI coding agents
Steady13 mentions in 2 weeks
No other project uses it yet
Auriti-Labsllms.txtAuriti-Labs/geo-optimizer-skill/site/llms.txt
geoready.dev/docs/schema-injector/): Generate and inject JSON-LD structured data (WebSite, FAQPage, Article, Organization) ## Integrations - [MCP Server](https://geoready.dev/docs/mcp-server/): Use from Claude Code, Cursor, Windsurf — 10 tools and 5 resources
Steady3 mentions in 2 weeks
No other project uses it yet
stoolapllms.txtstoolap/stoolap/llms.txt
ANALYZE orders; -- statistics for the optimizer EXPLAIN ANALYZE SELECT ... ; ``` ## For AI coding agents: the MCP server Stoolap ships an MCP server (`@stoolap/mcp`, 30 tools: query, execute, batches, transactions, schema inspection
fastcrwPipes a download into a shellllms.txtfastcrw/crw/docs/llms-full.txt
response: "http"|"lightpanda"|"chrome"|"chrome_proxy"|"playwright"|"pdf"|"http_only_fallback" ================================================================================ ## PART 7 — MCP SERVER (9 TOOLS) ================================================================================ Package: crw-mcp (npm: npx crw-mcp | cargo: cargo install crw-mcp) MCP
Steady7 mentions in 2 weeks
1 project uses a version of this
fastcrwllms.txtfastcrw/crw/docs/llms.txt
Machine-readable API contract: https://docs.fastcrw.com/openapi.json - Agent skill manifest: https://docs.fastcrw.com/agent-onboarding/SKILL.md - MCP server (Claude Code, Cursor, Windsurf): `npx crw-mcp` — https://www.npmjs.com/package/crw-mcp - Typed Python SDK: `pip install
Steady7 mentions in 2 weeks
1 project uses a version of this
asheshgoplaniPipes a download into a shellllms.txtasheshgoplani/agent-deck/llms-full.txt
Fork your forks to explore as many branches as you need ### MCP Manager Attach MCP servers without touching config files. Need web search? Browser automation? Toggle them on per project
asheshgoplaniPipes a download into a shellllms.txtasheshgoplani/agent-deck/llms.txt
forking**: Fork Claude Code conversations to explore different approaches in parallel - **MCP Manager**: Toggle MCP servers per session without editing config files - **MCP Socket Pool**: Share MCP processes across sessions
Steady17 mentions in 2 weeks
No other project uses it yet
vshulczPipes a download into a shellllms.txtvshulcz/deja-vu/docs/llms.txt
vshulcz.github.io/deja-vu/guide/memory-for-codewhale.html) ## Evidence - [Building deja into your own tool](https://github.com/vshulcz/deja-vu/blob/main/docs/INTEGRATING.md): the MCP server, the JSON surfaces, the hook commands, what is a contract and what
Steady30 mentions in 2 weeks
No other project uses it yet
steveseguinllms.txtsteveseguin/social_stream/llms.txt
socialstream.ninja/docs/skills/control-social-stream/references/version-log.md SSApp 0.4.7 and newer can be launched as a local stdio MCP server with `--ssapp-mcp`. Normal users should enable File > Local AI / Automation, restart SSApp, and choose
No other project uses it yet
agentbay-aiReads credentialsllms.txtagentbay-ai/wuying-agentbay-sdk/llms-full.txt
Directory structure: └── wuying-agentbay-sdk/ ├── README.md ├── docs/ │ ├── README.md │ ├── guides/ │ │ ├── README.md │ │ ├── browser-use/ │ │ │ ├── README.md │ │ ├── codespace
1 project uses a version of this
agentbay-aiReads credentialsllms.txtagentbay-ai/wuying-agentbay-sdk/llms.txt
Directory structure: └── wuying-agentbay-sdk/ ├── README.md ├── docs/ │ ├── README.md │ ├── guides/ │ │ ├── README.md │ │ ├── browser-use/ │ │ │ ├── README.md │ │ ├── codespace
1 project uses a version of this
hoangsonwwllms.txthoangsonww/Claude-Code-Agent-Monitor/llms.txt
Express + SQLite server, the React UI updates over WebSocket, and an optional local MCP server exposes safe dashboard tools. This repository is MIT-licensed; default stack is Node.js 18+, React
Steady15 mentions in 2 weeks
No other project uses it yet
hareharePipes a download into a shellllms.txtharehare/mq/docs/llms-full.txt
Exit app | | `↑`/`k`, `↓`/`j` | Navigate results | | `d` | Toggle detail view | | `?` / `F1` | Show help screen | --- # MCP Server The mq MCP server exposes four tools for AI applications: - `html_to_markdown` - Converts
No other project uses it yet
hareharellms.txtharehare/mq/docs/llms.txt
/playground): Interactive browser playground - [TUI](https://mqlang.org/book/start/tui): Interactive terminal UI for querying Markdown - [MCP Server](https://mqlang.org/book/start/mcp): Model Context Protocol integration for AI applications ## Optional - [Web Crawler
No other project uses it yet
hanzohanzhellms.txthanzohanzhe/Grandet/llms.txt
evidence. Grandet Skill 0.3.0 (public preview) brings the same lookup into agents. An anonymous MCP server at https://grandet.ai/mcp offers the same lookup to any MCP client. This repository
agentic-communityPipes a download into a shellllms.txtagentic-community/mcp-gateway-registry/docs/llms.txt
Summary This project provides an enterprise-ready gateway and registry for Model Context Protocol (MCP) servers, enabling centralized management, secure access, and dynamic tool discovery for AI agents and development
borgheiReads credentialsllms.txtborghei/Claude-Skills/site/llms.txt
when the user asks to "estimate LLM costs", "count tokens in prompts", "optimize prompt... - [Mcp Server Builder](https://borghei.github.io/Claude-Skills/skills/engineering/mcp-server-builder.html): Build MCP (Model Context Protocol) servers with tool definitions, resource
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.
