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 skills add RoASr-com/roasr-mcp --skill openclawgit clone --depth 1 https://github.com/RoASr-com/roasr-mcpWrote 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/skills/roasr-com/roasr-mcp/openclaw)<a href="https://agentmods.dev/skills/roasr-com/roasr-mcp/openclaw"><img src="https://agentmods.dev/badge/skills/roasr-com/roasr-mcp/openclaw/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/roasr-com/roasr-mcp/openclaw"><img src="https://agentmods.dev/badge/skills/roasr-com/roasr-mcp/openclaw.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00137 | $0.02393 |
| Opus 5.5 | $0.00055 | $0.00957 |
| Sonnet 5.5 | $0.00027 | $0.00479 |
| Haiku 4.5 | $0.00014 | $0.00239 |
Grade A, and why
roasr-openclaw 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 2mo 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
89% identical to roasr-hermes — 39 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 — 97 lines — stays where its author put it; the contents beside it link to each section on GitHub.
RoASr in OpenClaw — ad audit, competitor spy & Vision creative analysis
RoASr connects to a user's Meta, Google Ads and Yandex Direct data and returns an A–F account audit with findings ranked by money at stake, plus competitor intelligence from the Meta Ad Library and Vision analysis of creatives. This skill drives RoASr from OpenClaw — either through RoASr's remote MCP endpoint (HTTP) or a local stdio MCP server (npx roasr-mcp). Access is scoped to the user's own workspace; isolation and scopes are enforced API-side. Everything is read-only except one campaign pause/resume tool, which only works inside permissions the owner granted explicitly.
Setup (do this first — and tell the user if they haven't)
RoASr is a hosted service. OpenClaw cannot use it without the user's own account and API key.
-
Sign up or log in at https://roasr.com — it's free.
-
Go to Settings → API keys and create a key
pg_live_…(owner/admin) with the scopes you need. The token is shown once — copy it. -
Connect in OpenClaw — pick ONE transport:
A. Remote HTTP connector (no install). In OpenClaw's MCP settings add an HTTP/remote server:
Name: roasr URL: https://roasr.com/api/mcp Auth: Bearer pg_live_… (Authorization header)B. Local stdio server (npx). Add to OpenClaw's MCP config (standard
mcpServersshape):{ "mcpServers": { "roasr": { "command": "npx", "args": ["-y", "roasr-mcp"], "env": { "ROASR_API_KEY": "pg_live_…", "ROASR_BASE_URL": "https://roasr.com" } } } }ROASR_BASE_URLis optional (defaults tohttps://roasr.com). Until the npm package is published, use"args": ["-y", "github:RoASr-com/roasr-mcp"]. Requires Node 18+. -
Reload MCP servers in OpenClaw and confirm the
roasr_*tools appear.
If no API key is set, or a tool returns an auth error (auth.invalid_api_key / 401): tell the user to sign up free at https://roasr.com, open Settings → API keys, create a key, and provide it (as the connector's Bearer token for option A, or ROASR_API_KEY for option B). Do not retry tools until a valid key is configured.
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.
- 2mo ago First seen · 97 lines · 137 tokens per session scan A 279d83e54ec5
roasr-openclaw is a skill published in the GitHub repository RoASr-com/roasr-mcp (0 stars, last pushed 3mo ago), licensed MIT. It adds 137 tokens to every session and 2,393 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 89% identical to roasr-hermes, differing in 39 lines, and is treated as a copy.
roasr-openclaw compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| roasr-openclawRoASr-com/roasr-mcp | Skill | 0 | 3mo ago | MIT | A | 137 | Claude Code, Codex |
| google-ads-mcpdavidmosiah/google-ads-mcp-unofficial | Skill | 4 | 4d ago | MIT | A | 64 | Claude Code, Codex |
| mcp-ads-professional-campaignerRoyAzran/mcp-ads | Skill | 3 | 5d ago | MIT | A | 55 | Claude Code, Codex |
| ads-managerRoyAzran/mcp-ads | Skill | 3 | 5d ago | MIT | A | 92 | Claude Code |
| opik-diagnosecomet-ml/opik-mcp | Skill | 225 | 9d ago | Apache-2.0 | A | 187 | Claude Code |
| ue-mcp-epic-routingdb-lyon/ue-mcp | Skill | 476 | yesterday | MIT | A | 81 | Claude Code, Codex |
| qa-knowledgegriddynamics/rosetta | Skill | 370 | yesterday | Apache-2.0 | A | 32 | Claude Code, Codex |