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.
nexscope-aillms.txtnexscope-ai/ecommerce-ai-tools/docs/llms.txt
Amazon research API by task, evidence, coverage, access, and cost - https://learn.nexscope.ai/ecommerce-ai-tools/what-is-an-mcp-server/ — MCP concepts, clients, servers, tools, resources, and permissions - https://learn.nexscope.ai/ecommerce-ai-tools/api-capabilities/ — ecommerce API capabilities and evidence boundaries
playcanvasllms.txtplaycanvas/developer-site/llms/llms.txt
scenes, managing assets and publishing apps, with the Editor API, the REST API, the MCP server and the VS Code extension. - [React](/user-manual/react/llms.txt): `@playcanvas/react`, which builds scenes declaratively from React
nirholasllms.txtnirholas/pump-fun-sdk/llms-full.txt
sharing, token incentives, and social fee integrations. Also includes vanity address generators (Rust + TypeScript), MCP server (55 tools), WebSocket relay, live dashboards, 4 Telegram bots, bot fleet orchestrator, AI trading
nirholasllms.txtnirholas/pump-fun-sdk/llms.txt
performance Rust vanity address generator (solana-sdk + rayon) - typescript/ - TypeScript vanity address generator (@solana/web3.js) - mcp-server/ - Model Context Protocol server for AI agents (55 tools, 4 resources, 5 prompts) - telegram
ayush-thatllms.txtayush-that/sub-agents.directory/public/llms.txt
Agents Directory > A community-driven directory of Claude Code sub-agents, rules, prompts, and MCP servers. Sub-Agents Directory is the go-to resource for developers using Claude Code
hermes-labs-aillms.txthermes-labs-ai/lintlang/llms-full.txt
keeping the copy with a schema. - H1.4/H1.5/H1.6 compare tools within one container, so two MCP servers may each expose a `search`. A document that is itself one STRONG tool object
rubenmarcusllms.txtrubenmarcus/aeo.js/llms.txt
scaffold config + generate npx aeo.js check example.com # audit any live site npx aeo.js mcp # MCP server (stdio) ``` ## Conventions - No SDK dependencies in core; MCP server is plain JSON-RPC. - Remote
hidai25Reads credentialsllms.txthidai25/eval-view/llms-full.txt
Responses API) | Yes | Yes | | Anthropic Claude | Yes | Yes | | HuggingFace | Yes | Yes | | Ollama | Yes | Yes | | MCP servers | Yes | Yes | | Any HTTP API | Yes | Yes | | Claude Code (skills) | Yes | Yes | | OpenAI Codex
hidai25llms.txthidai25/eval-view/llms.txt
affiliated with them. ## Supported Frameworks LangGraph, CrewAI, OpenAI (Responses API), Anthropic Claude, HuggingFace, Ollama, MCP servers, and any HTTP API. ## Documentation - Getting Started: https://github.com/hidai25/eval-view/blob/main/docs/GETTING_STARTED.md - CLI Reference: https://github.com
AWSllms.txtaws/tools-for-devops-agent/llms.txt
response, root cause analysis, and operational troubleshooting. This repository contains skills, custom agents, and MCP servers that can be used with AWS DevOps Agent, as well as templates for writing
Avinash-jetwanillms.txtAvinash-jetwani/jevmem/llms.txt
Cursor?](https://avinash-jetwani.github.io/jevmem/cursor.md): the jevmem plugin for Cursor (0.7.6: the hooks, the MCP server and the rule in every window, nothing written into a project; from the Marketplace once
benseverndev-ossllms.txtbenseverndev-oss/goldenmatch/llms.txt
stable entity_ids that survive across runs) ## AI-native surface - Every package ships an MCP server (139 tools across the suite), a REST API, and most an A2A agent surface
JasonColapietrollms.txtJasonColapietro/suede-creator-skills/docs/llms.txt
grade, strip the slop out of the copy, then ship. Also covers the MCP server, install paths, and the FAQ; the complete list is on the skill index above. - [Skill
KryptosAIllms.txtKryptosAI/mcp-observatory/llms.txt
Observatory is a free, local-first CI and security gate for Model Context Protocol (MCP) servers before AI agents depend on them. ## Use This When - You maintain an AI agent
deepnoodle-aiReads credentialsllms.txtdeepnoodle-ai/dive/llms.txt
dive.ToolAdapter(&WeatherTool{DB: db}) ``` ## Dynamic tools (Toolset) Use `Toolset` for tools resolved at runtime (MCP servers, permission-filtered, etc.): ```go agent, _ := dive.NewAgent(dive.AgentOptions{ Model: anthropic.New(), Toolsets: []dive.Toolset{ &dive.ToolsetFunc{ ToolsetName: "mcp
ChanMeng666llms.txtChanMeng666/server-google-news/llms.txt
Google News MCP Server - AI Usage Guide ## Service Overview This is a Model Context Protocol (MCP) server specifically designed to provide Google News search capabilities for AI agents. ## Core Features
BintzGavinllms.txtBintzGavin/helios/llms.txt
song.mp3 # song.beats.json: beats, downbeats (drifting tempo), kick/snare/hat, hits, risers, sections, envelopes helios mcp # plugin MCP server over stdio ``` - Canvas pages declare drawn text for the cue check: `window.heliosDrawnText?.add(text
yschimkePipes a download into a shellllms.txtyschimke/compose-ai-tools/site/llms.txt
compose-preview` plugin carries the `compose-preview` and `compose-ui-builder` skills, the local MCP server and the hosted catalog server. Install only that one plugin in a coding agent
ajitpratap0llms.txtajitpratap0/GoSQLX/llms.txt
gosqlx.dev/playground/ ## Key facts - SQL dialects: 8 - Built-in linter rules: 30 (L001-L030) - MCP server tools: 7 - SQL-99 compliance: ~80–85% (estimated) - QA corpus (v1.15.0): Snowflake 87/87, ClickHouse
Bande-a-BonnotPipes a download into a shellllms.txtBande-a-Bonnot/Boucle-framework/docs/llms.txt
verified root after install, upgrade, restore, or repair. - After Claude Code, hooks, settings, MCP servers, connectors, or plugins change, capture `--verify --summary-only` from the same project root first, then
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.
