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MCP servers tagged ai-readiness
22 live MCP servers tagged "ai-readiness", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai-readiness.
Wolfe-Jam/claude-faf-mcp
Persistent Project Context for Claude — IANA-registered .faf format · Core 14 MCP tools (30 with FAF_TOOLS=all) + 2 prompts · MCP Registry #2759
Wolfe-Jam/faf-mcp
Universal MCP server for .FAF (Foundational AI-context Format) - Persistent project context for Cursor, Windsurf, VS Code, Cline, and all MCP-compatible platforms
Ast MCP Server
By transforming source code into a queryable Semantic Graph and a structured AST, this tool bridges the gap between "reading text" and "understanding structure." For an AI assista…
Check AI
Audit any repository for AI-readiness.
Ast MCP Server
The AIReady AST-aware Model Context Protocol (MCP) Server. Explore and navigate multi-project TypeScript/JavaScript codebases with high precision using AST and type information.
Astro AI Readiness
AI Readiness toolkit for Astro — generates llms.txt, agents.md, .well-known/mcp.json, named-bot rules in robots.txt, and ships JSON-LD helper components.
Advisorsai Check
Lists which machine-readable basics a public page declares, and which it does not. One command, no API key, no account; also a read-only MCP tool.
AI Audit Docker
Self-hosted Docker container for AI & GEO Readiness Audit Tool (Next.js + Ubuntu 26.04 + Nginx)
Agent Skills
Request AI-Readiness and Marketing Signal scans and use prioritized findings from your coding agent.
Faf Skills
Claude Code skills for .faf — reusable workflows for project DNA management
Faf One Svelte New
Official website for .faf — faf.one. SvelteKit, auto-deploys on push
Bun Sticky Faf
FAF CLI for Bun — zero-dependency .faf parser and validator
Bun Sticky Zig
FAF CLI — Zig-native .faf parser compiled to Bun-compatible binary
Faf Rust SDK
Persistent Project Context for Rust — IANA-registered .faf format · parse, validate, score, FAFb binary
Faf Foundation Site
FAF Foundation website — stewards of the AI context standard
Homebrew Faf
Homebrew tap for faf-cli & the FAF MCP servers — brew install wolfe-jam/faf/faf-cli
Faf Validator Action
GitHub Action to validate .faf files and sync AI context
Faf Crate
Persistent Project Context for Rust — IANA-registered .faf format · cargo add faf meta-crate
Faf Taf Git
A Test Receipt Printer for git. Every CI run prints a receipt to .taf — append-only, cannot be gamed. Proof over time.
Dnacore Check
Check your site's AI-readiness: validates llms.txt, agents.json, robots.txt and scores AI discoverability.
Aarf
AARF: the API AI Readiness Framework. An open framework for judging whether an API is ready to be used by AI agents, from its OpenAPI document. 7 dimensions, 31 signals, and a con…
Improve AI Readiness
Framework-neutral guide and demo for taking websites from Level 0 to Level 5 AI readiness with agent-readable files, MCP, WebMCP, OAuth metadata, and public audit proof.