How real projects summarise themselves for language models.
genomoncologyllms.txtgenomoncology/biomcp/docs/llms-full.txt
/reference/error-codes/): Reference details for Error Codes. - [FAQ](https://biomcp.org/reference/faq/): Reference details for FAQ. - [MCP Server Reference](https://biomcp.org/reference/mcp-server/): Reference details for MCP Server Reference. - [Quick Reference](https://biomcp.org
genomoncologyllms.txtgenomoncology/biomcp/docs/llms.txt
BioMCP BioMCP is a biomedical CLI and MCP server for searching biomedical data sources. ## Get started Install BioMCP: curl -fsSL https://biomcp.org/install.sh | bash Read the [installation guide](https://biomcp.org
manojmallickllms.txtmanojmallick/sigmap/llms-full.txt
daemon start|stop|status Run --watch as a detached background daemon sigmap --mcp Start MCP server on stdio sigmap --report Token reduction stats to stdout (exits 1 if over budget
manojmallickllms.txtmanojmallick/sigmap/llms.txt
output ans.md # flag fabricated files/imports/symbols in an AI answer npx sigmap --mcp # start the MCP server over stdio ``` ## Docs - [Full documentation](https://sigmap.io/) - [CLI reference](https://sigmap.io/guide/cli) - [MCP
ojuschugh1llms.txtojuschugh1/sqz/llms.txt
tool caveat - [MCP context compression](https://github.com/ojuschugh1/sqz/blob/main/docs/mcp-context-compression.md): sqz-mcp tools, proxy for any MCP server, per-client config - [Quality benchmark](https://github.com/ojuschugh1/sqz/blob/main/docs/quality-benchmark.md): compression ratio vs information preservation, regression
emiliaprotocolllms.txtemiliaprotocol/emilia-protocol/public/llms-full.txt
HTTP local service alpha over an owner-permissioned Unix socket plus HTTP and MCP SDK protection. The local service is not a general HTTP reverse proxy. Host
sno-aillms.txtsno-ai/mda/llms.txt
allowed fields, body behavior, relationships, and validation. - [MCP-SERVER.md target schema](spec/v1.0/06-targets/mcp-server-md.md): Target rules for MCP server docs, sidecar requirements, cross-file consistency, and validation. - [CLAUDE.md target schema](spec/v1.0/06-targets/claude-md.md): Target planning
youichi-udallms.txtyouichi-uda/godot-mcp-pro/llms.txt
time purchase. ## What is Godot MCP Pro? Godot MCP Pro is a premium MCP server that gives AI assistants real-time access to the Godot 4 editor through a WebSocket
logicrwllms.txtlogicrw/awesome-jev-projects/public/llms-full.txt
/browser-use/jev-ultrafast/blob/1231850a0bf1a0c0341fe408ef1668dbbfdfac46/jev_ultrafast/model.py - Source evidence: https://github.com/browser-use/jev-ultrafast/blob/1231850a0bf1a0c0341fe408ef1668dbbfdfac46/README.md - Source evidence: https://github.com/browser-use/jev-ultrafast/blob/1231850a0bf1a0c0341fe408ef1668dbbfdfac46/docs/performance.md ## typesafe-mcp An MCP server that lets Claude Code, Claude Desktop, Codex and Pi ask Jev typed questions. - Repository
winstonkoh87llms.txtwinstonkoh87/Athena-Public/llms.txt
Semantic Search](https://github.com/winstonkoh87/Athena-Public/blob/main/docs/SEMANTIC_SEARCH.md): Hybrid RAG pipeline (BM25 + pgvector + knowledge graph + RRF fusion) - [MCP Server](https://github.com/winstonkoh87/Athena-Public/blob/main/docs/MCP_SERVER.md): Model Context Protocol integration for external tool access - [Memory Bank
decionisllms.txtdecionis/agent-safe-pipeline/llms-full.txt
github.com/decionis/agent-safe-pipeline/blob/master/docs/authority/workload-provenance.md - MCP tool invocation as an execution surface (a shipped adapter, not an MCP server or registry: a selected tool and its constructed arguments become an Agent-Safe intent
decionisllms.txtdecionis/agent-safe-pipeline/llms.txt
github.com/decionis/agent-safe-pipeline/blob/master/docs/authority/workload-provenance.md - MCP tool invocation as an execution surface (a shipped adapter, not an MCP server or registry: a selected tool and its constructed arguments become an Agent-Safe intent
kydlikebtcllms.txtkydlikebtc/awesome-jev/llms.txt
/kydlikebtc/awesome-jev/blob/main/docs/method.md Sources and licences: https://github.com/kydlikebtc/awesome-jev/blob/main/docs/sources.md Runnable examples: https://github.com/kydlikebtc/awesome-jev/blob/main/examples/README.md ## For agents MCP server: in Claude Code, `/plugin marketplace add kydlikebtc/awesome-jev` then `/plugin install awesome-jev@awesome
jianruntechllms.txtjianruntech/geo-score/docs/llms.txt
curl -sL .../cli/geo_score.py | python3 - yoursite.com`. Levels 2 and 3 (`--ask`, `watch`, and an MCP server) check whether AI engines actually cite a site, through their APIs with your own keys
agnt-ggllms.txtagnt-gg/agnt/docs/llms-full.txt
createdAt": "2024-01-01T00:00:00Z" } ] } ``` ## MCP Routes Base path: `/api/mcp` ### Get All MCP Servers **GET** `/servers` - **Authentication**: Required - **Description**: Retrieve all MCP servers for the authenticated user - **Response
agnt-ggllms.txtagnt-gg/agnt/docs/llms.txt
evaluate, golden standards), Orchestrator (universal chat), Workflows (CRUD, start/stop, status), Executions, Tools, Custom Tools, MCP Servers (add, test, capabilities), NPM Search, Models (by provider, categories, cache), Streaming, Speech (Whisper transcription
danielrosehillllms.txtdanielrosehill/Claude-Code-Projects-Index/docs/llms.txt
case material. ## MCP - [Claude Code MCP Command Generator](https://github.com/danielrosehill/Claude-Code-MCP-Command-Generator): Generator for creating MCP server configuration commands for Claude Code. - [Claude Code MCP List](https://github.com/danielrosehill/Claude-Code-MCP-List): Curated index
oxbshwllms.txtoxbshw/LLM-Agents-Ecosystem-Handbook/llms.txt
safety, prompt evals + dataset + rubric ## Templates - [templates/](templates/): AGENTS, SOUL, MEMORY, USER, TOOLS, SKILL, MCP_SERVER, SYSTEM_PROMPT, AGENT_PROMPT, DESIGN_DOC, ADR, EVAL_PLAN, GUARDRAILS, HUMAN_APPROVAL_POLICY, CODING
nossa-yllms.txtnossa-y/activity-frames/llms.txt
aframes steps --frame ID | --find "task query" # replay-view script aframes mcp # MCP stdio server ## MCP (6 tools) get_context, get_activity, get_steps, get_day_summary, get_patterns
nirholasllms.txtnirholas/XActions/llms-full.txt
XActions > The complete X/Twitter automation toolkit. Scrapers, an MCP server for AI agents, a CLI, browser console scripts and a browser extension. No X API key, no monthly fee, Apache
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.
