INDIVIDUAL MCP TOOL

get_firm_hiring_signals

Active hiring signal for a specific firm (by slug): postings with position, location, seniority, role, salary.

happycluster.xyznone authenticationAvailability not checked

LIVE ENDPOINT

https://www.happycluster.xyz/api/mcp

No auth detected

Connect to this endpoint to inspect the live schema for get_firm_hiring_signals and invoke it with your own arguments.

{}

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.happycluster-graph]
url = "https://www.happycluster.xyz/api/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "happycluster-graph": {
      "type": "http",
      "url": "https://www.happycluster.xyz/api/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: happycluster-graph
Remote MCP URL: https://www.happycluster.xyz/api/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": {
    "happycluster-graph": {
      "url": "https://www.happycluster.xyz/api/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "happycluster-graph": {
      "type": "http",
      "url": "https://www.happycluster.xyz/api/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "happycluster-graph",
  "transport": "streamable-http",
  "url": "https://www.happycluster.xyz/api/mcp"
}

MCP Inspector

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

search_patterns — Search HappyCluster architecture pattern hubs by free-text query (e.g.
get_pattern — Get a full pattern node by slug: facets, related hubs, lineage parents, facet groups, provenance, and evidence query pointer.
compare_patterns — Contrast two patterns: shared neighbors (jaccard similarity), shared lineage, and facet differences.
find_firms — Find architecture firms whose portfolio images evidence a pattern.
find_similar_images — Given a portfolio image UUID, return visually similar images (pgvector nearest-neighbor), each labeled with firm and pattern hubs.
get_hiring_market — Aggregate hiring market snapshot for architecture studios: active signals, postings, firms, top cities/roles/seniority, salary ranges, 12-month trend.
semantic_search — Visual-intelligence search: embed a text query via Vertex AI, then pgvector cosine search across ALL public portfolio images.
get_firm — Full firm detail by slug: name, location, website, project locations, top caption facets (materials, visual identifiers, facade systems), image count, and portfolio URL.