INDIVIDUAL MCP TOOL

search_products

**Scope warning — read before reaching for this tool.

serff.ainone authenticationAvailability not checked

Input schema

{}

Inferred read-only · medium confidence · heuristic, not a guarantee.

No write-capable action terms were found; this is not proof that invocation has no side effects.

CONNECT WITH APPROVAL

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.serff-filings-mcp]
url = "https://api.serff.ai/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "serff-filings-mcp": {
      "type": "http",
      "url": "https://api.serff.ai/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: serff-filings-mcp
Remote MCP URL: https://api.serff.ai/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "serff-filings-mcp": {
      "url": "https://api.serff.ai/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "serff-filings-mcp": {
      "type": "http",
      "url": "https://api.serff.ai/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "serff-filings-mcp",
  "transport": "streamable-http",
  "url": "https://api.serff.ai/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

search_filings — Search the SERFF filings corpus by carrier, NAIC, product line, state, year-range, filing type, or bureau lineage.
search_summary_embeds — Pure vector search over per-filing extraction-summary embeddings (one embedding per filing, ~59K rows total).
search_actuarial_embeds — Pure vector search over per-filing actuarial-memorandum embeddings (`extract_embeds` where `kind='actuarial_memo'`).
search_filing_embeds — Pure vector search over per-chunk full-document embeddings (`filing_embeds`, ~12.
get_filing_extracts — Returns the structured-data JSON artefacts the pipeline extracted from a filing's source PDFs.
get_filing_extract_meta — Lists **what's in** each extracted artefact for a filing — section counts, item names, and the page each item came from — without returning any of the bulky factor tables, descriptions, or rate rows themselves.
get_filing_source_file_link — Returns a short-lived **V4-signed GCS URL** for a single SOURCE file (PDF / XLSM / XLSX / DOC / ZIP) the carrier submitted for a SERFF filing.
get_filing_summary — Returns an actuarial narrative summary for a single SERFF id — the **Filing Type** header, the **"What This Filing Does"** section (concrete bullet-pointed change list with page citations for Rate / Rule / Form / New Programme / Withdrawal filings), the structured **Description**, and the key references the summary cites.