How real projects summarise themselves for language models.
TT-Wangllms.txtTT-Wang/forge/llms.txt
module ``` ## Architecture - **Orchestrator skill** (`skills/forge/`) — top-level workflow - **Agents** (`agents/`) — planner, worker, reviewer, debugger - **MCP server** (`forge-mcp-server/`) — 7 tools: validate, validate_plan, memory_recall, memory_save, iteration_state
xu-xiangllms.txtxu-xiang/awesome-top-skills/llms.txt
frontend verification and debugging. mcp-builder;anthropics/skills;main/skills/mcp-builder;A guide for building high-quality MCP servers to enable LLMs to interact with external services via well-designed tools. canvas-design
Algirasllms.txtAlgiras/skillz/docs/llms.txt
Skillz > Self-extending MCP server — let your AI create and execute custom tools at runtime. No server restarts needed. ## About Skillz is a Rust-based MCP (Model Context Protocol) server
Algirasllms.txtAlgiras/skillz/llms.txt
Skillz - Self-Extending MCP Server ## Overview Skillz is an MCP (Model Context Protocol) server that enables AI agents to build and execute custom tools at runtime. Let your AI create
elon-choollms.txtelon-choo/fablever/llms.txt
methodology, task set, baseline, or raw data, and attributes the gain to third-party MCP servers rather than to itself. - Strongest measured wins, each rerunnable offline: - Unnecessary edits to already
Koukyosyumeillms.txtKoukyosyumei/h5i-db/docs/llms-full.txt
# h5i-db — full documentation > h5i-db is a high-performance, embedded, versioned analytical database
oomkapwnllms.txtoomkapwn/enquire-mcp/llms.txt
overwriting the SDK server instance. Built-in and late programmatic filters, tool/prompt/resource inventories, schemas, transports and persistence behavior remain unchanged; this release does not claim MCP `2026-07-28` support
p-possllms.txtp-poss/dj-claude/public/llms.txt
Claude Code plugin with 20 slash commands - Terminal TUI, headless CLI, browser app, and MCP server modes ## Links - Web app: https://claude.dj - GitHub: https://github.com/p-poss/dj-claude - npm: https://www.npmjs.com/package/dj-claude
sajeetharanllms.txtsajeetharan/devglobe/public/llms.txt
www.devglobe.dev/sitemap.xml - Remote MCP: https://www.devglobe.dev/mcp - Add to Agent: https://www.devglobe.dev/agents - MCP server card: https://www.devglobe.dev/.well-known/mcp/server-card.json - API catalog: https://www.devglobe.dev/.well-known/api-catalog - Agent Skills: https://www.devglobe.dev/.well-known/agent-skills/index.json - Authentication
thought2codellms.txtthought2code/mcp-annotated-java-sdk/llms-full.txt
plain Java. ## Overview This SDK is a lightweight, annotation-based framework for building MCP servers in plain Java. Define MCP Resources / Prompts / Tools / Completions with ordinary Java methods
thought2codellms.txtthought2code/mcp-annotated-java-sdk/llms.txt
MCP is the standard choice for Spring applications. This SDK is for lightweight Java MCP servers where a Spring runtime is unnecessary or undesirable. ## Positioning | Project | Best fit | Role | |---------|----------|------| | Official
cubrid-labllms.txtcubrid-lab/cubrid-mcp-server/llms.txt
cubrid-mcp-server > A Model Context Protocol server that lets LLM clients inspect CUBRID schemas and run read-only queries through pycubrid. ## Key facts - Requires Python 3.10 or newer
nirholasllms.txtnirholas/github-to-mcp/llms-full.txt
github-to-mcp > Convert GitHub repositories to MCP servers automatically. Extract tools from OpenAPI, GraphQL & REST APIs for Claude Desktop, Cursor, Windsurf, Cline & VS Code. AI-powered code generation creates
nirholasllms.txtnirholas/github-to-mcp/llms.txt
GitHub to MCP > Convert any GitHub repository into an MCP server for AI assistants ## Summary GitHub to MCP is a tool that automatically generates Model Context Protocol (MCP) servers from
paramount-engineeringllms.txtparamount-engineering/roku-dev-studio/docs/llms.txt
Inspection (local MITM HTTPS proxy), a socket-based BrightScript Debugger, Action Scripts automation, an MCP server for AI agents, and a `rds` terminal CLI. Works on the local network, over
sandraschillms.txtsandraschi/freecad-mcp/llms-full.txt
FreeCAD MCP — Full Agent Reference > FastMCP 3.2 server exposing FreeCAD geometry, BIM/architecture, CFD/OpenFOAM, FluidX3D GPU simulation, FEM/structural analysis (CalculiX), 3D printing, and marketplace search as MCP tools. Dual transport
sandraschillms.txtsandraschi/freecad-mcp/llms.txt
FreeCAD MCP > FreeCAD-based CAD operations via FastMCP 3.2 server — STEP/STL conversion, BIM (walls/slabs/columns/doors/windows/roofs), CFD/OpenFOAM fluid simulation, FluidX3D GPU CFD, FEM structural analysis (CalculiX), PrusaSlicer G-code, marketplace search (Printables/Thingiverse/GrabCAD
zap-coding-agentllms.txtzap-coding-agent/zap-coding-agent/website/llms.txt
Remove stale messages with `/context drop` without starting a new session. - **Dynamic MCP loading**: MCP servers stay pending at startup. Tool schemas only enter context when explicitly needed. - **Multi-provider
nirholasllms.txtnirholas/lyra-tool-discovery/llms-full.txt
lyra-tool-discovery > AI powered automation toolkit which acts as an agent that discovers MCP servers for you. Point it at GitHub/npm/configure your own discovery, let GPT or Claude analyze
nirholasllms.txtnirholas/lyra-tool-discovery/llms.txt
lyra-tool-discovery > AI powered automation toolkit which acts as an agent that discovers MCP servers for you. Point it at GitHub/npm/configure your own discovery, let GPT or Claude analyze
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.
