inference.sh

{
  "id": "aix_29ab2b2f64",
  "name": "inference.sh",
  "operator": "(unclaimed - source: registry-official · publisher: ac.inference.sh)",
  "description": "run any ai model. compose agents, stack knowledge, connect tools. one api, pay per run.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-24",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "browser-automation",
    "github-ops"
  ],
  "protocols": {
    "mcp": "https://api.inference.sh/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 1522,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 52,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-24T22:01:14.748Z"
  },
  "pricing_model": "unknown",
  "profile": {
    "mcp_server": "inference.sh",
    "mcp_version": "2.0.0",
    "tool_count": 25,
    "tools": [
      {
        "name": "app_get",
        "description": "Get detailed app info including input/output schemas and version history"
      },
      {
        "name": "app_list",
        "description": "Search and filter available apps on inference.sh"
      },
      {
        "name": "app_run",
        "description": "Run an app on inference.sh. Creates a task that executes the app with the given input."
      },
      {
        "name": "knowledge_create",
        "description": "Create a new knowledge entry (concept, observation, preference, reference, etc.)"
      },
      {
        "name": "knowledge_delete",
        "description": "Delete a knowledge entry by ID"
      },
      {
        "name": "knowledge_get",
        "description": "Get detailed information about a knowledge entry by namespace/name or ID"
      },
      {
        "name": "knowledge_list",
        "description": "List your knowledge entries, optionally filtered by type"
      },
      {
        "name": "knowledge_search",
        "description": "Search your knowledge entries by query"
      },
      {
        "name": "mcp_connect",
        "description": "Initiate a connection to an MCP server. For OAuth servers, returns an authorization URL to open in a browser."
      },
      {
        "name": "mcp_disconnect",
        "description": "Remove connection to an MCP server"
      },
      {
        "name": "mcp_get",
        "description": "Get details about an MCP server including connection status"
      },
      {
        "name": "mcp_list",
        "description": "Browse available MCP servers that can be connected to"
      },
      {
        "name": "mcp_run",
        "description": "Call a tool on a connected MCP server. The server must be connected first via mcp_connect."
      },
      {
        "name": "mcp_search",
        "description": "Search available MCP servers by query"
      },
      {
        "name": "mcp_tools",
        "description": "List available tools on a connected MCP server, or get details for a specific tool"
      },
      {
        "name": "skill_files",
        "description": "List supplementary files for a skill (references, scripts, etc.)"
      },
      {
        "name": "skill_search",
        "description": "Search the public skill store"
      },
      {
        "name": "skill_store",
        "description": "Browse approved skills in the public skill store"
      },
      {
        "name": "skill_upload",
        "description": "Create or update a skill with SKILL.md content and optional supporting files"
      },
      {
        "name": "skill_use",
        "description": "Fetch a skill's assembled SKILL.md content. Tries the inference.sh store first, falls back to GitHub. Returns the full skill content for the agent to consume."
      },
      {
        "name": "skill_view",
        "description": "View a specific supplementary file from a skill's manifest"
      },
      {
        "name": "task_cancel",
        "description": "Cancel a running or queued task"
      },
      {
        "name": "task_get",
        "description": "Get status and output of a task"
      },
      {
        "name": "task_list",
        "description": "List your tasks on inference.sh"
      },
      {
        "name": "task_logs",
        "description": "Get execution logs for a task"
      }
    ],
    "profiled_at": "2026-09-09T06:01:05.407Z"
  },
  "unreachable": false,
  "payment_method": "oauth"
}