---
title: Overview
description: AI Workflow MCP is a Cloudflare-native MCP server for AI coding facts.
type: overview
summary: A source-backed fact layer for coding agents.
related:
  - /en/docs/quickstart
  - /en/docs/client-setup
  - /en/docs/architecture
  - /en/docs/faq
---

# Overview



AI Workflow MCP gives coding agents a typed source for facts they otherwise waste time searching for: model pricing, context windows, model capabilities, AI coding tool metadata, official docs, Skills, public MCP servers, thinking frameworks, and freshness state.

The production endpoint is:

```txt
https://mcp.aiworkflowmcp.com/mcp
```

## Agent Contract [#agent-contract]

AI Workflow MCP is English-first at the protocol layer. Tool names, JSON fields, evidence metadata, identifiers, and Markdown payloads stay English even when the marketing site is localized.

Agents may translate non-English user requests into concise English before calling search-like tools. UI copy can localize navigation, but service contracts stay stable for Claude Code, Codex, Cursor, Cline, Windsurf, OpenCode, Gemini CLI, and other clients.

## Core Tools [#core-tools]

* `get_ai_model`: model pricing, context, modalities, limits, provenance, and evidence.
* `get_coding_tool`: install, command surface, supported models, environment variables, and source evidence.
* `search_official_docs`: official docs with optional full Markdown loaded from R2.
* `search_skills`: official and major-vendor agent Skills.
* `search_cli`: CLI command-surface facts.
* `search_mcp`: official and major-vendor MCP servers.
* `search_frameworks`, `route_framework`, `get_framework`: operational thinking frameworks.

## Response Shape [#response-shape]

Every successful MCP tool response returns:

* `content`: a short text summary for agent chat surfaces.
* `structuredContent`: typed JSON for deterministic downstream use.
* `_meta`: source, freshness, evidence, and next-step metadata where available.

Every public fact should trace back to an official source URL, content hash, and evidence key. Commercial retrieval paths should use `fresh_only=true` when stale facts must be rejected.

## Production Path [#production-path]

Use this order when wiring a real user or agent:

1. Create an account at `https://aiworkflowmcp.com/en/sign-in/`.
2. Create an API key at `https://aiworkflowmcp.com/en/account/api-keys/`.
3. Add `https://mcp.aiworkflowmcp.com/mcp` to the agent client.
4. Send `Authorization: Bearer ${AIWORKFLOWMCP_API_KEY}` for authenticated MCP and REST calls.
5. Check `https://mcp.aiworkflowmcp.com/health` before high-volume or freshness-sensitive workflows.

Public calls work without a key for basic exploration. Authenticated calls add account-level usage history and higher per-minute quota routing.


---

For a semantic overview of all documentation, see [/en/sitemap.md](/en/sitemap.md)

For an index of all available documentation, see [/en/llms.txt](/en/llms.txt)