How real projects summarise themselves for language models.
Foxfire1stllms.txtFoxfire1st/agents-remember/docs/llms.txt
comparing options, asking for the right approvals. The deterministic work is offloaded to an MCP server so the same repo state always yields the same result, and so the agent
gbevinllms.txtgbevin/RouteMIDI/llms.txt
gate on, and each command carries an `mcpAvailable` flag. - `routemidi --mcp` runs a stdio MCP server. MCP clients must be configured to launch this command; normal live routing commands
OptimNowllms.txtOptimNow/finops-mcp-resources/llms.txt
analysis and optimization - Cloud engineers building AI-powered cost management workflows - Platform teams deploying MCP servers for enterprise cost governance - Finance stakeholders exploring AI for cloud spend visibility ## Key topics
tcsenpaillms.txttcsenpai/specification-website-skill/references/llms-full.txt
# The Website Specification > A platform-agnostic, full specification of the technical features a good
wazionappsllms.txtwazionapps/nexo/.well-known/llms.txt
v7.37.0: minor release. Transparent server self-heal - when an update lands while a Brain MCP server is running, the resident stdio child re-execs itself in place instead of asking
Fortemillms.txtFortemi/fortemi/docs-portal/llms.txt
browser/React packages. ## Primary Docsites - [Fortémi Server Docs](https://docs.fortemi.com/server/): Rust server, PostgreSQL, hybrid search, MCP, multimodal ingestion, encryption, operations, API reference. - [Fortémi React Docs](https://docs.fortemi.com/react/): Browser packages
Razee4315llms.txtRazee4315/NetLogo-MCP/docs/llms.txt
NetLogo MCP > NetLogo MCP is the first Model Context Protocol (MCP) server for NetLogo. It lets AI assistants (Claude, Cursor, VS Code Copilot, and any MCP client) create
wundercorpllms.txtwundercorp/loki/llms-full.txt
# @wundercorp/loki > Loki Agent — a self-improving AI agent by WunderCorp, Inc. This Doku context
zircotellms.txtzircote/.claude/llms.txt
Repository analysis **Specialized**: - `shopify/` - Shopify development - `google-adk-python/` - Google ADK integration - `mcp-builder/` - MCP server development - `slack-gif-creator/` - Slack content creation ### /commands/ (Custom slash commands) User-invokable commands
mnemoversellms.txtmnemoverse/mcp-memory-server/llms.txt
Mnemoverse MCP Memory Server > Persistent AI memory via Model Context Protocol. Store and recall memories across sessions. ## Tools ### memory_write Store a memory — insight, pattern, preference, or fact. Persists across
sgroy10llms.txtsgroy10/speclock/llms-full.txt
bash pip install speclock-sdk ``` Python SDK uses the same .speclock/brain.json as the Node.js MCP server. ROS2 Guardian Node provides real-time constraint enforcement for robots and autonomous systems. ## REST
AreevAIllms.txtAreevAI/areev/llms.txt
production-grade Rust workspace of 17 crates with an `areev` CLI, a 25-tool MCP server, a web console, and Python (`pip install areev`) and Node (`npm install @areev/areev`) bindings
mikusnuzllms.txtmikusnuz/meta-mcp/llms.txt
meta-mcp > Full-coverage MCP server for Instagram Graph API (v26.0), Threads API, and Meta platform management. Publish content, manage comments, view insights, and handle DMs — all through AI assistants
sandraschillms.txtsandraschi/worldlabs-mcp/llms-full.txt
worldlabs-mcp — Full LLM Integration Manifest > MCP server wrapping the World Labs Marble API for 3D world generation and the Spark 2.0 spatial viewer. > Version: 0.5.0 | License: MIT | Author: Sandra
sandraschillms.txtsandraschi/worldlabs-mcp/llms.txt
worldlabs-mcp > MCP server wrapping the World Labs Marble API for 3D world generation and the Spark 2.0 spatial viewer. > Generate navigable Gaussian splat worlds from text, images, and video
beycomllms.txtbeycom/onetool-mcp/docs/llms.txt
OneTool > MCP server exposing a single `run` tool for LLM code execution. OneTool reduces tool-definition context overhead by exposing tools as Python APIs. ## Quick Start ```bash uv tool install
james-seellms.txtjames-see/mcp-drawthings/docs/llms.txt
mcp-drawthings > MCP server for Draw Things - local AI image generation on Mac ## Overview mcp-drawthings is a Model Context Protocol (MCP) server that enables LLMs like Claude and Cursor
lj22503llms.txtlj22503/awesome-finai-tools-zn/llms.txt
Rank | CLI | ✅ | 同花顺热门股票排行 | | OpenCLI Yahoo Finance | CLI | ✅ | Yahoo Finance 美股行情 | | ashare-mcp | MCP | ✅ | 生产级中国A股 MCP server，30个tool，akshare主源+baostock… | | stock-data-mcp | MCP | ✅ | 43个tool覆盖A股/港股/美股/加密货币，多源自动故障转移，pip安装 | | china
sandraschillms.txtsandraschi/ocr-mcp/llms-full.txt
Clone and install git clone https://github.com/sandraschi/ocr-mcp cd ocr-mcp uv sync # Run MCP server (stdio) uv run ocr-mcp # Run webapp (backend + frontend) just webapp # or: web_sota/start.ps1
sandraschillms.txtsandraschi/ocr-mcp/llms.txt
MCP > FastMCP 3.4+ document OCR server: 14 SOTA backends, sampling, agentic workflow (SEP-1577), prompts, skills resource, WIA scanner (Windows). React web UI. ## Core - [README](README.md) – Overview, quick start, installation
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.
