How real projects summarise themselves for language models.
Kayforkindllms.txtKayforkind/reimagine-it/docs/llms.txt
reimagine-it audit out.html` | 19 deterministic craft checks (exit 0/1/2) | | `npx reimagine-it mcp` | MCP server, 8 tools, stdio | ## Rules an agent must follow 1. Run Auto first (`--auto`); read
missingus3rllms.txtmissingus3r/friday-showcase/llms.txt
Memory** — Flask + SQLite + embedding-based hybrid RAG (FTS5 + vector cosine, RRF) - **Knowledge** — Notion (via MCP plugin) - **Code graph** — graphify (knowledge graph of codebases and docs, Claude Code skill) - **Voice** — ElevenLabs
alexei-ledllms.txtalexei-led/cloud-mcp-server/llms.txt
MCP Server > MCP server that provides AI assistants with access to AWS CLI, enabling natural language interaction with AWS services through the Model Context Protocol. AWS MCP Server implements
jenticllms.txtjentic/jentic-one/llms.txt
skill it generates. Second: over MCP, either the CLI's local stdio server (`jentic mcp`) or the deployment's own Streamable HTTP `/mcp` endpoint, which is config-gated
nikolai-vysotskyillms.txtnikolai-vysotskyi/trace-mcp/docs/llms-full.txt
file instead of following links. See /llms.txt for the linked index. --- # Code graph MCP server for AI coding agents Source: https://trace-mcp.com/code-graph-mcp.html A **code graph MCP server** indexes
nikolai-vysotskyillms.txtnikolai-vysotskyi/trace-mcp/docs/llms.txt
from the served file. layout: null --- # trace-mcp > trace-mcp is a framework-aware MCP server that serves precomputed code intelligence — a dependency graph, full-text search, impact analysis
dylanroscoverllms.txtdylanroscover/Embody/web/llms-full.txt
Envoy + TDXN - full text for AI agents > Open-source TouchDesigner toolkit. Envoy is an MCP server (54 tools) that lets AI > assistants build, wire, parameterize, and debug a LIVE TouchDesigner
dylanroscoverllms.txtdylanroscover/Embody/web/llms.txt
open-source TouchDesigner toolkit - "create at the speed of thought." Envoy is an embedded MCP server that connects AI coding tools to a live TouchDesigner session; Embody externalizes the network
softsparkllms.txtsoftspark/ai-toolkit/llms-full.txt
Rules System](kb/reference/language-rules.md) - [Licensing](kb/reference/licensing.md) - [Manifest-Driven Install System](kb/reference/manifest-install.md) - [MCP Editor Compatibility](kb/reference/mcp-editor-compatibility.md) - [MCP Server Templates](kb/reference/mcp-templates.md) - [Medplum Documentation Map](kb/reference/medplum-docs-map.md) - [Merge-Friendly Install Model](kb/reference/merge-friendly-install-model.md) - [Model compatibility
softsparkllms.txtsoftspark/ai-toolkit/llms.txt
Rules System](kb/reference/language-rules.md) - [Licensing](kb/reference/licensing.md) - [Manifest-Driven Install System](kb/reference/manifest-install.md) - [MCP Editor Compatibility](kb/reference/mcp-editor-compatibility.md) - [MCP Server Templates](kb/reference/mcp-templates.md) - [Medplum Documentation Map](kb/reference/medplum-docs-map.md) - [Merge-Friendly Install Model](kb/reference/merge-friendly-install-model.md) - [Model compatibility
willynikes2llms.txtwillynikes2/knowledge-base-server/llms.txt
server > Portable AI knowledge base with SQLite FTS5, semantic search, Obsidian vault sync, and MCP server interface for multi-agent retrieval and self-learning. A personal knowledge base server that
sinamerajillms.txtsinameraji/autopilot/docs/llms.txt
semantic code intelligence (hover, go-to-definition, references, diagnostics). - MCP (Model Context Protocol) extensibility for external tool servers. - Explicit, opt-in cross-session memory (SQLite + embeddings). - Session persistence with `/resume
KyaniteLabsllms.txtKyaniteLabs/kinocut/llms.txt
Kinocut > Guardrailed video editing MCP server, Python library, and CLI for AI agents. > Local-first. Apache-2.0. Formerly mcp-video. ## One-line definition Kinocut is a free, open-source Model
tubecreatellms.txttubecreate/tubecli/docs/llms.txt
experimental and do not depend on it ## Not supported - MCP (Model Context Protocol): no MCP server or client exists in this repository. Any listing that claims MCP support for TubeCLI
YosefHayimllms.txtYosefHayim/ebay-mcp/llms.txt
ebay-mcp > Local MCP server that exposes 313 tools covering 100% of the eBay Sell APIs to AI coding assistants (Claude, Cursor, Windsurf, and any MCP-compatible client). Runs entirely
ihuzaifashoukatllms.txtihuzaifashoukat/x-use/llms.txt
native AI agents for X (Twitter). x-use is an open-source MCP (Model Context Protocol) server and CLI that automates X through a real Chrome session authenticated with your
paolobietolinillms.txtpaolobietolini/gtm-mcp-server/llms.txt
MCP Server > AI-accessible API for Google Tag Manager. Create tags, audit containers, generate tracking plans, and publish changes — all through natural language. - URL: https://mcp.gtmeditor.com - Protocol: Model Context Protocol
alexei-ledllms.txtalexei-led/spotinfo/llms.txt
spotinfo > CLI tool and MCP server that lists and ranks Spot machines on AWS, GCP and Azure from > committed price snapshots. `spotinfo` answers one question: which Spot machine meets
oliver-zehentleitnerllms.txtoliver-zehentleitner/keep-the-why/llms.txt
tree or one-file-per-decision, with no required external service (no database, no MCP server). ## Plain Facts (what it is and is not) - A `.keep-the-why` file marks
Dynatracellms.txtDynatrace/dynatrace-for-ai/llms.txt
these knowledge skills for the full experience: npx skills add dynatrace-oss/dtctl - Dynatrace MCP server (https://docs.dynatrace.com/docs/shortlink/dynatrace-mcp-server) — Official MCP server for Dynatrace API access. Use this if your
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.
