How real projects summarise themselves for language models.
vishalsachdevllms.txtvishalsachdev/canvas-mcp/docs/llms.txt
Canvas MCP > Canvas MCP is an open-source Model Context Protocol (MCP) server that bridges AI assistants with Canvas Learning Management System (LMS). It provides 99 tools for students, educators
xixihhhhllms.txtxixihhhh/hotclip/docs/llms.txt
click hands-off mode, 24/7 folder watch for stream recordings, headless CLI, local MCP server, Claude Code / Codex agent skill - Publish & survive (v0.14): transform score previewed before export (pixel-level
vinkius-labsllms.txtvinkius-labs/mcpfusion/docs/llms.txt
MCP Fusion > fusion is the TypeScript framework for production MCP servers. MVA architecture, structured perception for AI agents — zero hallucination, zero data leaks. ## What is MCP Fusion? MCP Fusion
noskillishllms.txtnoskillish/bankmcp/docs/llms.txt
BankMCP™ > BankMCP™ (also written Bank MCP or bankmcp) is an open-source MCP server for your own bank accounts. You run it yourself. It connects to your banks through Enable
zapierllms.txtzapier/sdk/llms.txt
zapier/zapier-sdk-core`](https://www.npmjs.com/package/@zapier/zapier-sdk-core): shared core types. ## Optional - [Zapier MCP](https://github.com/zapier/zapier-mcp): the MCP-server alternative for tool-calling from Cursor, Claude Desktop, or Codex. Reach for it when
erikdarlingdatallms.txterikdarlingdata/PerformanceStudio/llms.txt
mismatches, missing indexes, spills, parallel skew, parameter sniffing, implicit conversions, and more. Built-in MCP server for AI-assisted plan analysis. SSMS extension for one-click plan transfer. Runs
surendranbllms.txtsurendranb/google-analytics-mcp/llms.txt
Google Analytics 4 (GA4) MCP Server > Model Context Protocol (MCP) server for Google Analytics 4 data exploration, schema discovery, and real-time metrics. ## Installation - UVX: `uvx google-analytics-mcp
Sentryllms.txtgetsentry/dotagents/docs/public/llms.txt
dotagents > Shared tooling for coding agents dotagents manages agent skills, MCP servers, hooks, subagents, and plugins declared in `agents.toml`, and handles symlinks and config generation so tools like Claude Code
ffrolivallms.txtffroliva/gflow-cli/llms.txt
gflow-cli > Python CLI and MCP server for Google Flow — drives Veo (image-to-video, text-to-video, reference-to-video) and Imagen (text-to-image) generations from the terminal
Scottcjnllms.txtScottcjn/beacon-skill/llms.txt
prefixed agent IDs) - **RTC Payments**: Native micropayments attached to beacon envelopes via RustChain integration - **MCP Server**: Beacon's MCP-compatible tool server for Claude Code integration - **beacon-skill**: The Python
jfarcandllms.txtjfarcand/mirroir-mcp/llms.txt
mirroir-mcp > Give your AI eyes, hands, and a real iPhone. An MCP server that lets any AI agent see the screen, tap what it needs, and figure the rest
Bitget-AIllms.txtBitget-AI/agent_hub/llms.txt
foundation TypeScript SDK), `bitget-agent-cli` (terminal `bgc` CLI), `bitget-agent-mcp` (desktop MCP server), `bitget-agent-skill` (terminal AI reasoning guide), `bitget-signal` (5 market-analysis skills
nirholasllms.txtnirholas/three.ws/public/llms-full.txt
OpenAI Select Partner in the OpenAI Partner Network. Connect the free three.ws 3D Studio MCP server to ChatGPT and turn a prompt into an interactive, riggable, AR-ready 3D model
nirholasllms.txtnirholas/three.ws/public/llms.txt
authorization-server metadata. - [.well-known/chat-plugin.json](https://three.ws/.well-known/chat-plugin.json): ChatGPT-style plugin manifest. - [MCP server](https://three.ws/api/mcp): Hosted Model Context Protocol server (Streamable HTTP): avatars, glTF validation, agent data
CatCatUnclellms.txtCatCatUncle/openworkbuddy/llms.txt
creation. It supports bring-your-own LLM providers, local Claude Code/Codex engines, Markdown skills, MCP connectors, IM channels, local traces and an executable DAG canvas for short-drama assets. ## Best
alexei-ledllms.txtalexei-led/k8s-mcp-server/llms.txt
MCP Server > MCP server for Kubernetes CLI tools — kubectl, Helm, istioctl, and ArgoCD — with security policies and Unix pipe support. K8s MCP Server implements the Model Context Protocol (MCP
veelengallms.txtveelenga/claude-mermaid/docs/llms.txt
Claude Mermaid > claude-mermaid is an MCP (Model Context Protocol) server that renders Mermaid diagrams in the browser with live reload as Claude edits the code. It exposes two tools
joshuaswarrenllms.txtjoshuaswarren/remnic/llms.txt
level commands). Ships `remnic` and legacy `engram` bins. @remnic/server Standalone HTTP + MCP server. Multi-token auth, daemon mode, OAuth facade. Ships `remnic-server` and legacy `engram-server` bins. @remnic/coding-graph
activeing123llms.txtactiveing123/mcptoon/docs/llms.txt
mcptoon > Zero-dependency Python CLI that finds, unifies and serves MCP servers for every AI client on one machine. > Measured, not advertised: listing 255 tools across 50 servers costs
tsubotaxllms.txttsubotax/melta-ui/llms-full.txt
ツール用の集約データ | | MCP `melta://design-constitution` レスポンス | `DESIGN.md` | MCP だけで接続する AI の最初の入口（runtime 直読、内容の複製なし） | | MCP `melta://rules` レスポンス | `design/contracts/rules.json` | AI エージェントからのルール参照 | | `docs/` の component count・nav | contracts + tokens | 公開サイト表示 | | `llms.txt
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.
