How real projects summarise themselves for language models.
ScraperNodellms.txtScraperNode/awesome-n8n-templates/public/llms-full.txt
Intelligent Gmail Classification This automation flow is d 55. Build your own N8N workflows MCP server URL: https://scrapernode.github.io/awesome-n8n-templates/templates/3770-build-your-own-n8n-workflows-mcp-server/ Views: 90,767 ### This n8n template shows
ScraperNodellms.txtScraperNode/awesome-n8n-templates/public/llms.txt
Email Manager (91,991 views) - https://scrapernode.github.io/awesome-n8n-templates/templates/4722-gmail-ai-email-manager/ 55. Build your own N8N workflows MCP server (90,767 views) - https://scrapernode.github.io/awesome-n8n-templates/templates/3770-build-your-own-n8n-workflows-mcp-server/ 56. Conversational Telegram bot with GPT-5/GPT-4o
FunplayAIllms.txtFunplayAI/EchoIsland/llms.txt
Built EchoIsland FunplayAI — a team building AI-powered game development tools. Other projects include MCP servers for Unity, Cocos Creator, and Godot. ## FAQ Q: What is EchoIsland? A: A free
littlebearappsllms.txtlittlebearapps/untether/llms-full.txt
# Untether > Telegram bridge for AI coding agents. Send tasks by voice or text, stream
PCIRCLE-AIllms.txtPCIRCLE-AI/toonify-mcp/docs/llms-full.txt
Toonify MCP ============== What it is - Open-source Claude Code plugin and MCP server for local context compression. - Compresses large tool output before it enters the context window, reducing token cost
PCIRCLE-AIllms.txtPCIRCLE-AI/toonify-mcp/docs/llms.txt
/PCIRCLE-AI/toonify-mcp License: MIT Summary - Toonify MCP is a local-first Claude Code plugin and MCP server. - Compresses large JSON, YAML, API responses, and debug output before they enter the context
skaggsxyzllms.txtskaggsxyz/moltstream/llms.txt
start ``` npx moltstream init # configure your agent npx moltstream start # go live on Kick ``` ## MCP Server ``` npx moltstream mcp ``` Exposes 9 tools via stdio MCP protocol: - get_status
swimmwatchllms.txtswimmwatch/cloakbrowser-mcp/docs/llms.txt
variables should use container paths, not host paths. ## GeoIP Proxy Matching Set `PLAYWRIGHT_MCP_PROXY_SERVER` and `CLOAK_PLAYWRIGHT_MCP_GEOIP_PROXY_MATCH=true` to align CloakBrowser timezone, language
firelock-aillms.txtfirelock-ai/kin/llms.txt
agent works unchanged. The fastest way for an agent to use Kin is the MCP server, which exposes semantic tools (locate, context, trace) backed by the graph rather than filesystem
akutishevskyllms.txtakutishevsky/nutrition-mcp/public/llms.txt
separate app. Connect it at https://nutrition-mcp.com/mcp. Nutrition MCP is built as an MCP server from the ground up, so tracking lives inside the AI assistant you already
openSVMllms.txtopenSVM/solana-mcp-server/llms.txt
Solana MCP Server - LLM Documentation ## Overview The Solana MCP Server provides access to Solana blockchain data through the Model Context Protocol (MCP). It implements comprehensive Solana RPC methods organized into
hope1026llms.txthope1026/weppy-roblox-mcp/llms-full.txt
Roblox AI Toolkit is a Roblox Studio AI development product. It includes the WEPPY MCP Server for AI app connections and the WEPPY Roblox Studio Plugin for live Studio control
hope1026llms.txthope1026/weppy-roblox-mcp/llms.txt
Roblox AI Toolkit is a Roblox Studio AI development product. It includes > the WEPPY MCP Server for AI app connections and the WEPPY Roblox Studio Plugin > for live Studio control
MishaBear94llms.txtMishaBear94/iso-topology/llms.txt
static binary, no runtime deps. Inputs: `.yaml` (declarative composition), `.d2` (auto-layout), `.json`. An MCP server (`isotopo-mcp`) exposes capabilities/validate/render as tools. ## Agent integration - [Capabilities inventory](https://raw.githubusercontent.com/MarkovWangRR/iso-topology/main/docs/agent/CAPABILITIES.md): generated
sdsrssllms.txtsdsrss/claude-mem-lite/llms.txt
lite is a Claude Code plugin (also installable via npm/npx) that runs as an MCP server plus a set of Claude Code lifecycle hooks (`SessionStart`, `PreCompact`, `PreToolUse`, `PostToolUse`, `PostToolUseFailure`, `Stop
Terse-AIllms.txtTerse-AI/terseai/llms.txt
agent rooms, token filters, supported agents - [CLI source](src/cli): the `terse` command — rooms client, MCP server, hook, filters, dashboards - [SDK reference](SDK.md): the full `@terse-ai/sdk` API — context, compression
Vortx-AIllms.txtVortx-AI/emem/web/llms.txt
with the method next to each number. - [MCP descriptor](https://emem.dev/.well-known/mcp.json): well-known MCP server descriptor for auto-discovery. Its `a2a` block is the agent-to-agent front door
corezoidllms.txtcorezoid/simulator-ai-plugin/public/llms.txt
approves it, and whose signature it needs ## MCP Tools The plugin bundles a Go MCP server that wraps the Simulator REST API: - **login**: Authenticate with Simulator.Company via OAuth2 browser flow
ohad6kllms.txtohad6k/VibeRaven/llms-full.txt
Supabase deploy, Vercel deploy, RLS policies, AI coding agent, Cursor rules, Claude Code, AGENTS.md, MCP server, pre-deploy check, launch checklist, webhook verification, launch ready, before I ship, what
open-agent-ai-securityllms.txtopen-agent-ai-security/praxen/llms.txt
Applications 2026, OWASP Top 10 for Agentic AI Applications 2026, OWASP's secure MCP server development guidance, and the six-category RAISE maturity framework. ## Docs - [Overview](https://open-agent-ai-security.github.io/praxen/guide/index.html): what
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.
