AI & Machine Learning

ajaxspeaks.com

Provides access to SWE-Enterprise dataset metadata, including searchable demo worlds, domain lists, licensing editions, and execution-verified task details for AI coding benchmarks.

1 endpoint5 known toolsFirst detected September 5, 2026Last detected September 5, 2026

ENDPOINT 1

https://mcp.ajaxspeaks.com/mcp

No auth detected

MCP server metadata

Name: ajaxspeaks-world-catalog
Version: 1.0.0

Capabilities

tools.listChanged

Known tools 5

catalog_overview

Returns the authoritative SWE-Enterprise dataset overview: total worlds (24,316), tasks (97,290), formats, domains, license summary, download URLs, and the executable 10-world demo pack (one repair task per domain, all execution-verified).

Inferred read-only

search_worlds

Search the SWE-Enterprise demo pack (10 executable worlds, one per domain — each a real defect with a test suite and verified gold patch).

Inferred read-only

world_details

Returns the full public metadata record for a specific SWE-Enterprise demo-pack world: domain, taxonomy, CWE, split, the injected bug mechanism and location, the incident triage slack thread (excerpt + message count), and execution-verified solvability (fail-before / pass-after).

Potential side effects

list_domains

Lists the industry domains covered by SWE-Enterprise with the number of worlds per domain in the public sample and the total domain count (10) for the full dataset.

Inferred read-only

licensing_editions

Returns the four SWE-Enterprise licensing editions (Evaluation, Research, Professional, Enterprise) with what each includes and how to acquire it.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

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

Codex

~/.codex/config.toml

[mcp_servers.ajaxspeaks-world-catalog]
url = "https://mcp.ajaxspeaks.com/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "ajaxspeaks-world-catalog": {
      "type": "http",
      "url": "https://mcp.ajaxspeaks.com/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: ajaxspeaks-world-catalog
Remote MCP URL: https://mcp.ajaxspeaks.com/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": {
    "ajaxspeaks-world-catalog": {
      "url": "https://mcp.ajaxspeaks.com/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "ajaxspeaks-world-catalog": {
      "type": "http",
      "url": "https://mcp.ajaxspeaks.com/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "ajaxspeaks-world-catalog",
  "transport": "streamable-http",
  "url": "https://mcp.ajaxspeaks.com/mcp"
}

MCP Inspector

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

TRUST AND VERIFICATION EVIDENCE

Trust Data Available

BuiltWith Trust API v2 evidence for ajaxspeaks.com was fetched 2026-09-06T02:08:35.974Z.

Trust status Neutral

ajaxspeaks.com is assessed as Neutral: No suspicious signals found, but no strong positive signal either

Indexed

Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.