AI & Machine Learning

aifrontierinstitute.org

Provides access to an independent AI evaluation results database for browsing tasks, model scores, comparisons, and input-type evidence.

1 endpoint6 known toolsFirst detected October 21, 2026Last detected October 21, 2026

ENDPOINT 1

https://aifrontierinstitute.org/api/mcp

No auth detected

MCP server metadata

Name: ai-frontier-institute-assurance
Version: 1.0.0

Capabilities

tools.listChanged

Known tools 6

list_tasks

List the business tasks in the AI Frontier Institute's record of independent AI evaluation results, with how many sources and models each covers, when it was last checked, and whether any source measured reliability.

Inferred read-only

get_task

Get every independent source's results for one task.

Inferred read-only

get_model

Get every published result for one model across all tasks, grouped by source.

Inferred read-only

compare_models

Compare two or more models on one task, only within sources that tested every one of them.

Inferred read-only

get_input_type_results

Get one task's results for one input type, such as PDF or JPEG on documents: an evidence level (0 to 4) for that type, saying how much independent evidence stands behind it, not how good the models are; then, per test, the most accurate setups, the findings that name the type, and, where the tester published cost from the same run, the most accurate setup, the cheapest within 1 point of the best, and the best at each price.

Inferred read-only

list_sources

List the sources behind the record: who ran each test, its license and whether we may show its figures, any independence note, and what its score means.

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.ai-frontier-institute-assurance]
url = "https://aifrontierinstitute.org/api/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "ai-frontier-institute-assurance": {
      "type": "http",
      "url": "https://aifrontierinstitute.org/api/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: ai-frontier-institute-assurance
Remote MCP URL: https://aifrontierinstitute.org/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": {
    "ai-frontier-institute-assurance": {
      "url": "https://aifrontierinstitute.org/api/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "ai-frontier-institute-assurance": {
      "type": "http",
      "url": "https://aifrontierinstitute.org/api/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "ai-frontier-institute-assurance",
  "transport": "streamable-http",
  "url": "https://aifrontierinstitute.org/api/mcp"
}

MCP Inspector

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

TRUST AND VERIFICATION EVIDENCE

Loading Trust v2 evidence…

Checking the associated registrable domain. The BuiltWith key remains server-side.

Indexed

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