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.
ojuschugh1llms.txtojuschugh1/sqz/llms.txt
tool caveat - [MCP context compression](https://github.com/ojuschugh1/sqz/blob/main/docs/mcp-context-compression.md): sqz-mcp tools, proxy for any MCP server, per-client config - [Quality benchmark](https://github.com/ojuschugh1/sqz/blob/main/docs/quality-benchmark.md): compression ratio vs information preservation, regression
neondatabasellms.txtneondatabase/mcp-server-neon/public/llms.txt
Neon MCP Server > Connect AI tools to Lakebase Postgres databases on Neon using the Model Context Protocol (MCP). The Neon MCP Server enables Large Language Models to manage Lakebase Postgres
manojmallickllms.txtmanojmallick/sigmap/llms-full.txt
detached background daemon (status exits 1 when not running) sigmap --mcp Start MCP server on stdio sigmap --report Token reduction stats to stdout (exits 1 if over budget) sigmap --report
manojmallickllms.txtmanojmallick/sigmap/llms.txt
output ans.md # flag fabricated files/imports/symbols in an AI answer npx sigmap --mcp # start the MCP server over stdio ``` ## Docs - [Full documentation](https://sigmap.io/) - [CLI reference](https://sigmap.io/guide/cli) - [MCP
payloadcmsllms.txtpayloadcms/website/public/llms.txt
payloadcms.com/docs/v3/upload/overview.md): Payload supports uploads, storage and management of files directly on your server, combined with powerful file access control. - [Storage Adapters](https://payloadcms.com/docs/v3/upload/storage-adapters.md): Payload provides additional storage adapters
minhnv0807llms.txtminhnv0807/ai-business-skills/llms.txt
dates - [MCP Ads Integration (VN)](https://github.com/minhnv0807/ai-business-skills/blob/master/skills/vi/references/mcp-ads-integration.md): Status of official and community ads MCP servers, read/write scope and the approval gate - [MCP Ads Integration (Global)](https://github.com/minhnv0807/ai-business-skills/blob/master/skills/en/references/mcp-ads-integration-global.md): English
nirholasllms.txtnirholas/XActions/llms-full.txt
XActions > The complete X/Twitter automation toolkit. Scrapers, an MCP server for AI agents, a CLI, browser console scripts and a browser extension. No X API key, no monthly fee, Apache
nirholasllms.txtnirholas/XActions/llms.txt
XActions > The complete X/Twitter automation toolkit. Scrapers, an MCP server for AI agents, a CLI, browser console scripts and a browser extension. No X API key, no monthly fee, Apache
sandbaseaiReads credentialsllms.txtsandbaseai/sandbase-harness/llms.txt
github.com/Zhiyuan-Fan/Awesome-DeepSeek-Harness-Plugins - Hermes Ecosystem — SandBase stack: https://github.com/ksimback/hermes-ecosystem/blob/main/projects/sandbaseai/cli.html - AgentStack: https://www.agentstack.live/mcp/io.github.sandbaseai/sandbase-harness - MCP Servers Live: https://linny006.github.io/mcp-servers-live/r/sandbaseai/sandbase-harness/ - DSH X-Ray: https://unstone.github.io/dsh-xray/p/sandbaseai__sandbase-harness.html - DSH Plugins: https://github.com/HackSing/dsh-plugins
carloslfuPipes a download into a shellllms.txtcarloslfu/slotstream/llms-full.txt
# slotstream: full documentation Generated by Tools/llms_full.sh from README.md docs/MODELS.md docs/GETTING-STARTED.md docs/ENGINEERING.md docs/EXPERT-LOOKAHEAD.md docs/HERMES-NOTES.md docs/CLIENTS.md
carloslfuPipes a download into a shellllms.txtcarloslfu/slotstream/llms.txt
Sources/Slotstream/](https://github.com/carloslfu/slotstream/tree/main/Sources/Slotstream): the engine: memory planner (Plan.swift), expert streaming (ExpertStore.swift), HTTP server (Server.swift), sampling (Generate.swift), elastic governor (Governor.swift), conversation reuse (PrefixCache.swift), speculative decode (MTP.swift), the one-process lock
waynesuttonllms.txtwaynesutton/markdown-site/public/llms.txt
Dashboard - How to use the Markdown sync dashboard (/wiki/wiki-how-to-use-the-markdown-sync-dashboard) ## Mcp - How to Use the MCP Server with MarkDown Sync (/wiki/wiki-how-to-use-mcp-server) ## Tutorial - How to use Firecrawl with Markdown Sync (/wiki/wiki-how-to-use-firecrawl
sno-aillms.txtsno-ai/magi-markdown/llms.txt
allowed fields, body behavior, relationships, and validation. - [MCP-SERVER.md target schema](spec/v1.0/06-targets/mcp-server-md.md): Target rules for MCP server docs, sidecar requirements, cross-file consistency, and validation. - [CLAUDE.md target schema](spec/v1.0/06-targets/claude-md.md): Target planning
winstonkoh87llms.txtwinstonkoh87/Athena-Public/llms.txt
Semantic Search](https://github.com/winstonkoh87/Athena-Public/blob/main/docs/SEMANTIC_SEARCH.md): Hybrid RAG pipeline (BM25 + pgvector + knowledge graph + RRF fusion) - [MCP Server](https://github.com/winstonkoh87/Athena-Public/blob/main/docs/MCP_SERVER.md): Model Context Protocol integration for external tool access - [Memory Bank
youichi-udallms.txtyouichi-uda/godot-mcp-pro/llms.txt
time purchase. ## What is Godot MCP Pro? Godot MCP Pro is a premium MCP server that gives AI assistants real-time access to the Godot 4 editor through a WebSocket
nodetool-aillms.txtnodetool-ai/nodetool/docs/llms.txt
chat with agent mode. - [Agent CLI]({{ site.url }}/agent-cli): Run agent configs from the terminal. - [MCP Server]({{ site.url }}/mcp-server): Use NodeTool from Claude Code, Codex, OpenCode, or any MCP client. - [MCP
emiliaprotocolllms.txtemiliaprotocol/emilia-protocol/public/llms-full.txt
HTTP local service alpha over an owner-permissioned Unix socket plus HTTP and MCP SDK protection. The local service is not a general HTTP reverse proxy. Host
kydlikebtcllms.txtkydlikebtc/awesome-jev/llms.txt
keys are listed under "Two axes"). Rows are shaped and ordered as the MCP server's `search_examples` returns them, and every row filed under the pattern is there, caveat
ZubeidHendricksReads credentialsllms.txtZubeidHendricks/youtube-mcp-server/llms.txt
YouTube MCP Server This is a Model Context Protocol (MCP) server for integrating YouTube functionality with AI language models. ## Deployment This server can be deployed in two ways
danielrosehillllms.txtdanielrosehill/Claude-Code-Projects-Index/docs/llms.txt
/danielrosehill/ai-tools-plugin): Early standalone Claude Code plugin with slash commands for AI tool management and MCP server configuration. - [Claude Code MCP Command Generator](https://github.com/danielrosehill/Claude-Code-MCP-Command-Generator): Generator for creating MCP server
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.
