SEO Brief — MCP

Produce a one-page SEO brief (intent, title options, outline, risks) from a keyword and URL context. (MCP-oriented tool + prompt pack (read-only first).)

Id: mcp/seo-brief · Slug: seo-brief · Status: Untested · Untested on this machine — recipe reviewed for safety (no secrets, no destructive commands, no auto-spend). Mark tested after you run it locally.

What is this

MCP for MCP. Produce a one-page SEO brief (intent, title options, outline, risks) from a keyword and URL context. (MCP-oriented tool + prompt pack (read-only first).)

How this runtime fits

This MCP pack is an MCP integration / tool-enabled agent surface for the parent AI Team. Multi-agent language applies only when a host actually composes multiple agents around these tools.

Parent AI Team: seo-brief · What is an AI Team?

What it does

Produce a one-page SEO brief (intent, title options, outline, risks) from a keyword and URL context. (MCP-oriented tool + prompt pack (read-only first).)

Who for

Builders working on Marketing jobs who can run MCP themselves.

Need to run

You will run this locally or on infra you control.
No production credentials in prompts or committed files.
MCP-aware client
Ability to allowlist tools

How to use

Review server_hints.md and implement only allowlisted read-only tools.
Load prompt.md as the client system prompt.
Run one Example in query with tools off; then enable library_search only.
Confirm path allowlist before any file read tool.

Limitations

Not a substitute for professional legal, medical, or investment advice.
Outputs can be wrong; human review required before publish or spend.
Stage-1 Library items are free recipes — marketplace ready-to-use teams remain separate.
Local models may omit sections; re-prompt once if needed.

Test status

Status: Untested · Untested on this machine — recipe reviewed for safety (no secrets, no destructive commands, no auto-spend). Mark tested after you run it locally.

Files

server_hints.md — MCP server/tool design notes
prompt.md — Client system prompt when tools are available

Full prompt / config / code

# MCP pack — SEO Brief

## prompt.md (client)
You are an SEO brief writer. Goal: one-page brief for a human editor.

RULES:
- No fake rankings, traffic, or competitor metrics.
- Prefer intent clarity over keyword stuffing.
- Flag thin/duplicate risk honestly.
- Titles must match the actual page promise.

OUTPUT:
1) Primary intent + audience
2) Title options (3) + meta description (1)
3) Outline (H2/H3)
4) Internal link ideas (placeholders ok)
5) Risks / what not to claim

## server_hints.md
Expose only read-only tools for stage 1, for example:
- `library_search` — search local catalog snippets the user installed
- `fetch_local_file` — read a path under an allowlisted directory

Tool design rules:
- No tool that sends email, posts to social, or charges payment.
- No tool that reads `~/.ssh`, `.env`, or browser cookie DBs.
- Arguments must be schema-validated; reject path traversal.
- Log tool calls for the human operator.

Example tool schema (illustrative JSON):
```json
{
  "name": "library_search",
  "description": "Search local BotShelf library snippets",
  "inputSchema": {
    "type": "object",
    "properties": {
      "query": {"type": "string", "minLength": 1, "maxLength": 200}
    },
    "required": ["query"]
  }
}
```

Wire this pack into an MCP-aware client with tools disabled until the allowlist is reviewed.

Example in

Keyword: local llm prompt library
URL draft: /library/
Audience: builders running Ollama / LM Studio
Tone: practical, honest

Example out

Intent: learn/build local AI workflows (informational).
Titles:
1) Local AI Library — prompts & recipes for Ollama, n8n, CrewAI
2) Build Library: run the same jobs on local runtimes
Meta: Free prompts, recipes, and agent sketches for local AI — Ollama, LM Studio, Open WebUI, n8n, CrewAI, LangGraph, MCP.
Risks: do not claim rankings or download counts.

Model / runtime notes

Protocol-level pack. Prefer read-only tools. Never ship credentials inside MCP configs.

Canonical Team

Parent: seo-brief · implementation_id: mcp/seo-brief

GitHub source

teams/seo-brief/mcp · commit eb87e8e049fdf9908e438305ff827c7b617505b5 · license: free-use-at-own-risk

Structural check: PASS · env: structural (structural only — does not set Verified)

Related Library items

Related marketplace Team pages

Soft thematic links only — not identity merges. Marketplace Teams ≠ Library AI Team records.

GPT SEO Title (marketplace Team page — separate entity)
Claude SEO Title (marketplace Team page — separate entity)