OpenSEO is an open-source SEO platform for keyword research, rank tracking, competitor analysis, backlink analysis, site audits, and AI visibility work. It connects SEO data to AI agents through an MCP server and reusable agent skills, while allowing users to supply their own DataForSEO API key and self-host the tool. Catalogue add-ons guide agents through OpenSEO's SEO workflows.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/every-app/open-seo/claude-mdgit clone --depth 1 https://github.com/every-app/open-seoWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/every-app/open-seo/claude-md)<a href="https://agentmods.dev/instructions/every-app/open-seo/claude-md"><img src="https://agentmods.dev/badge/instructions/every-app/open-seo/claude-md.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00807 | $0.00807 |
| Opus 5 | $0.00404 | $0.00404 |
| Sonnet 5 | $0.00161 | $0.00161 |
| Haiku 4.5 | $0.00081 | $0.00081 |
Grade A, and why
open-seo CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
86% identical to open-seo AGENTS.md — 12 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 38 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent guidance
Engineering principles
- Prefer simple, readable, flat code with minimal indirection.
- Search for existing implementations and installed libraries before creating new helpers or abstractions.
- Abstract when it prevents meaningful drift and makes the result simpler to maintain. Avoid speculative or one-use abstraction layers.
- Keep product data normalized and relationships explicit. Do not encode relational data in JSON or text merely to avoid joins.
- For new application-backed backend functionality, default to: TanStack server function → service → repository.
- Keep schema changes, queries, and mutations compatible with both SQLite and Postgres.
- Use idiomatic TypeScript. Use Zod to validate untrusted data and narrow runtime values at trust boundaries.
- Prefer established project helpers and libraries over hand-rolled implementations.
- Prefer idiomatic TanStack Query, Router, and Form patterns for server state, routing, and submitted forms.
Testing
- Don't add tests just for the sake of it. A test exists to enforce core behavior or a hard-to-spot edge case that could actually occur.
- Keep tests as simple as possible, and always review them looking for simplifications.
- Test behavior at the public entry point. Assert argument forwarding to a mocked collaborator only when that mapping is the contract (billing params, telemetry events).
- Statically import the module under test.
vi.mockis hoisted, so per-testawait import()andvi.resetModules()are banned unless module-level state must reset — comment why. - Never re-declare a production class in a test. Import the real one; if the module is too heavy to import, move the class to a leaf module first (see
ga4Errors.ts,gscErrors.ts). beforeEachsets default mock return values only. Vitest'sclearMocksalready resets call state — nomockReset/mockClearceremonies.- Fixtures contain only the fields the test asserts on or the types require. Shared shapes get a factory with overrides (see
ga4-test-fixtures.ts,tool-test-support.ts); a fixture longer than its test's assertions is a smell. - One test per invariant. Don't re-test Zod or a library, and don't repeat an output-schema round-trip in every happy path.
- Don't mock ORM builder chains. Test repositories through services or real SQL evaluation; chain mocks break on refactors that change no behavior.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago First seen · 38 lines · 807 tokens per session scan A 5d33ad081d7c
open-seo CLAUDE.md is an instructions file published in the GitHub repository every-app/open-seo (17,031 stars, last pushed yesterday), licensed MIT. It adds 807 tokens to every session, about $0.0040 per session on Opus 5. A static security scan graded it A with 0 findings. It is 86% identical to open-seo AGENTS.md, differing in 12 lines, and is treated as a copy.
Other instructions, from other repositories
yandex-wordstat-guide AGENTS.md
Instructions for axelfreeman/yandex-wordstat-guide, covering agents.md — yandex wordstat guide for ai agents, what this project is, quick start for ai agents, prerequisites and 1. clone.
svelte-vitals AGENTS.md
AGENTS.md instructions for oekazuma/svelte-vitals, covering agents.md, what this is, verify commands, package map and hard rules.
svelte-vitals CLAUDE.md
Claude Code instructions for oekazuma/svelte-vitals: See @AGENTS.md for repository conventions, verify commands, and hard rules.
dataseo-mcp AGENTS.md
AGENTS.md instructions for egebese/dataseo-mcp, covering agents.md, product, public tool contracts, architecture rules and development commands.
dataseo-mcp CLAUDE.md
Claude Code instructions for egebese/dataseo-mcp, covering claude.md, use, tools, environment and development notes.
kwrds-ai-mcp CLAUDE.md
Instructions for mkotsollaris/kwrds-ai-mcp, covering claude.md, project overview, development commands, setup and run the server (for testing).