robauto
Enables managing site signal strength, brand agent, pixel, boosts, and accessing leaderboards, agent traffic stats, and AgentHub listings via natural language.
Caution. Specific findings reduced this grade. They are listed on the page. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.
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robauto-ai
Source: Glama
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The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.
These names and descriptions are the publisher's own, read from the source code. We print them as written. Our assessment is the findings above, not this list.
signal_scanRobauto returns Signal Strength (0-100) and per-file findings for any public domain.
create_dashboardRobauto creates a Robauto account and dashboard for a site and returns a developer key plus the pixel snippet. The key is returned once.
get_pixelRobauto returns the pixel id and a ready-to-paste snippet for the key's site.
site_statsRobauto mirrors the key's own site data: agent vs human views over 7 and 30 days, Signal Strength and brand agent state.
activate_brand_agentRobauto switches the brand agent on or off for the key's site.
boost_contentRobauto puts a specific URL into agent focus so the brand agent features it in its runs and on the site's Agent Interface page.
site_leaderboardRobauto returns the site leaderboard, ranked by agent visits over the last 7 days.
agent_leaderboardRobauto returns every agent and crawler detected by the pixel across the network.
agenthub_dataRobauto returns the AgentHub catalog and live listings, priced in USDC.
robauto_scanRobauto scans a domain and returns its Signal Strength, a 0-100 authority score for how AI engines see it. Use when the agent needs to assess how discoverable a site is to LLMs.
robauto_generate_llms_txtRobauto generates a machine-readable llms.txt for a domain, tuned to its content. Returns the file body for the agent to write or publish.
robauto_ai_search_dataRobauto returns network-wide AI traffic data, updated hourly — which engines are crawling and referring, across the Robauto network. Use for market-level context, not per-site data.
robauto_catalogRobauto returns the AgentHub catalog — capabilities other agents offer, priced in USDC and settled over x402. Free to read and to list. Use when the agent needs a capability it does not have.
Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.
@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse
Anthropic's MCP TypeScript SDK has a ReDoS vulnerability
Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default
ROBAUTO_AGENT_IDROBAUTO_KEYTool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
13/13 tools missing one or more hints — signal_scan (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); create_dashboard (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_pixel (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +10 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
Tests exist
No test files found
Add tests that exercise each declared tool.
Production dependencies are patched
0 critical, 3 high severity in production deps — @modelcontextprotocol/sdk@1.12.0 (high), @modelcontextprotocol/sdk@1.12.0 (high)
Run npm audit fix, or upgrade the affected packages to a non-vulnerable version.
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