Ahel

Reliability

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How to connect

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "ahel-2": {
      "type": "http",
      "url": "https://mcp.ahel.ai"
    }
  }
}

12 tools

• search

  Search Ahel's catalog of data tasks and provider tools by what the person wants done. Returns a list of results with id, title and url; call fetch with an id to read one in full. The same catalog and ids as capability_search, in the result shape ChatGPT connectors require. NOT…

• fetch

  Read one task or provider tool in full by the id search returned: what it does, its status and exact reason, its inputs, Ahel's price (and, for a temporarily unavailable item, market prices seen elsewhere, for comparison), and the exact run_capability call when it can run. The…

• my_tools

  This team's own tools: the APIs and MCP servers the team added on ahel.ai under Your own tools. Without tool, lists each one with its tools, their inputs and the exact call. With tool ("<key>/<tool name>" from that list) and arguments, calls it with the team's saved credentials…

• capability_search

  Search Ahel's catalog of data tasks and provider tools by words, a task id or a tool id: company and people enrichment, SEO, social, ads, e-commerce, reviews, AI generation, market and public data. Each result has its genuine task id or tool id, its platform, its status (ready…

• capability_inspect

  Read one task or provider tool from Ahel's catalog by its id: its exact inputs (Ahel's own contract, or the published reference input when Ahel has none), its status and exact reason, Ahel's price per provider (Unknown when Ahel has no rate), for a temporarily unavailable item…

• run_capability

  Run one paid data capability (company data, people and contact data and the like) through Ahel's provider execution: it is quoted, the exact price is reserved from the workspace balance, and the run starts. Give id, a task id or tool id from capability_search: it runs only…

• capability_run_status

  Without execution_id: the paid data capabilities this workspace can run, each with its providers and exact prices. With execution_id: that run's state, attempts and exact cost, settled once in the ledger when final; with results true, its rows and provenance (include_raw true…

• catalog_request

  Ask Ahel to add a data task or provider tool the catalog does not have yet: call it when capability_search answers verdict none and none of its nearest items fits. Give what you need in plain words, an example input, and the most you would pay for one call. Answers a request id…

• feedback

  Rate one run or one catalog request of this workspace good or bad, with an optional note on what was right or wrong (missing rows, wrong data, too slow). Ahel reads every rating to fix providers and the catalog. Free; changes nothing else. NOT for: reading a run's state or rows…

• balance

  The workspace's prepaid balance in USD, what runs in flight hold, what settled runs used today and this month (shown to the Owner), any daily spend cap on the team API key this connection uses, and where to top up. Check it when a run is refused for funds, or before a job that…

• review

  Rate how useful one finished run of this workspace was, after you have used its result: useful, partly, not_useful, or not_sure when you cannot tell, with an optional reason about the result (missing rows, wrong data, stale). One review per run; reviewing it again replaces the…

• get_started

  How to start with Ahel: call this when the person asks what Ahel is, what it can do or how to begin. Returns what Ahel is, how the prepaid balance works, the three steps to find, price and run any data task or provider tool, and ready example prompts. Reads only; changes…

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