The ai.sitepulsar/mcp server provides SitePulsar AEO audits functionality. It can fetch FIND/READ/USE agent-readiness scores for any website, supporting analysis of agent readiness and visibility. The server is implemented as an MCP toolset and is associated with Model Context Protocol workflows.

🛠️ Key Features

SitePulsar AEO audits
Fetch FIND agent-readiness scores
Fetch READ agent-readiness scores
Fetch USE agent-readiness scores
MCP toolset with 13 tools

🚀 Use Cases

Evaluate agent readiness for a specific website
Run FIND/READ/USE scoring checks as part of AEO analysis

⚡ Developer Benefits

Standardized MCP integration for AEO scoring workflows
Direct access to FIND/READ/USE agent-readiness scores

⚠️ Limitations

Described scope focuses on FIND/READ/USE agent-readiness scoring; no other capabilities are specified.

📌 Related Topics

aeo, agent-infrastructure, ai-agents, ai-visibility, anthropic, claude, generative-engine-optimization, llm, mcp, model-context-protocol, structured-data, agent-experience-optimization

{ "type": "object", "properties": { "url": { "type": "string", "description": "Absolute URL to audit." }, "target_keyword": { "type": "string", "description": "Optional keyword to evaluate against; inferred when absent." } }, "required": [ "url" ], "additionalProperties": false }

{ "type": "object", "properties": { "audit_id": { "type": "string", "description": "The audit_id returned by run_audit / compare_aeo (poll until status is completed)." } }, "required": [ "audit_id" ], "additionalProperties": false }

{ "type": "object", "properties": { "urls": { "type": "array", "items": { "type": "string" }, "minItems": 2, "description": "Absolute URLs to compare." } }, "required": [ "urls" ], "additionalProperties": false }

{ "type": "object", "properties": { "audit_id": { "type": "string", "description": "The audit_id returned by run_audit / compare_aeo (poll until status is completed)." }, "expand": { "type": "string", "enum": [ "summary", "detail", "fixes", "all" ], "description": "Which sections to include; default 'all'." } }, "required": [ "audit_id" ], "additionalProperties": false }

{ "type": "object", "properties": { "query": { "type": "string", "description": "Natural-language search query (3–200 chars)." } }, "required": [ "query" ], "additionalProperties": false }

{ "type": "object", "properties": { "url": { "type": "string", "description": "Absolute https URL of the target (any public domain)." }, "brand": { "type": "string", "description": "Optional brand/company name; inferred from the domain when absent." } }, "required": [ "url" ], "additionalProperties": false }

Install

Tools (13)

check_agent_readinessrun_auditget_auditget_audit_detailcompare_aeoget_fixesget_audit_fullsearch_companies

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://mcp.sitepulsar.ai/mcp

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "mcp": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcp.sitepulsar.ai/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

ai.sitepulsar/mcp

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

📌 Related Topics

Topics

check_agent_readiness

run_audit

get_audit

get_audit_detail

compare_aeo

get_fixes

get_audit_full

search_companies

probe_agent_discovery

probe_ucp_readiness

probe_mcp_functional

scan_product_page

scan_visibility

Install

Remote endpoint

Related servers

url	string	required	Absolute URL to audit.
target_keyword	string	optional	Optional keyword to evaluate against; inferred when absent.

audit_id	string	required	The audit_id returned by run_audit / compare_aeo (poll until status is completed).
expand	string	optional	Which sections to include; default 'all'.

url	string	required	Absolute https URL of the target (any public domain).
brand	string	optional	Optional brand/company name; inferred from the domain when absent.