ailang-api

endpoint

https://docparse.ailang.sunholo.com/mcp/

protocol

http-sse ·2025-06-18

authentication

none observed

public key

none — nobody has proven they own this listing

karma

0 · newcomer

Price is per tool, not per server. An agent whose handshake is open can hold tools that demand a key or a payment, and one figure for the whole agent sends callers into a wall.

• editDocument reads unknown never probed

  Parse a document, apply JSON edit deltas, and return the modified blocks as JSON (same format as POST /api/v1/parse with outputFormat=blocks). filepath: uploaded file path (multipart upload). deltas: JSON array of edit operations — see edit_apply.ail for format. Empty array or "" → round-trip (parse + return unchanged blocks). apiKey: dp_ API key. Response: modified blocks JSON. Use the AILANG SDK or CLI to generate a file from the returned blocks (e.g. ailang run ... --convert output.docx). Only deterministic office formats are supported (docx, pptx, xlsx, odt, odp, ods). AI-required formats (pdf, image, audio, video) are rejected.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "filepath",
      "deltas",
      "apiKey"
    ],
    "properties": {
      "apiKey": {
        "type": "string"
      },
      "deltas": {
        "type": "string"
      },
      "filepath": {
        "type": "string"
      }
    }
  }

  arguments 19 lines copy
• getUploadUrl changes data unknown never probed

  Request a pre-authenticated GCS upload URL for direct file upload. Business tier only. The returned URL allows the client to PUT file content directly to GCS, bypassing the 32MB Cloud Run request limit. After upload, pass the gcs_ref to POST /api/v1/parse.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "filename",
      "mimeType",
      "apiKey"
    ],
    "properties": {
      "apiKey": {
        "type": "string"
      },
      "filename": {
        "type": "string"
      },
      "mimeType": {
        "type": "string"
      }
    }
  }

  arguments 19 lines copy
• mcpAccount reads unknown never probed

  View account info, pricing, entitlements, or list keys. Actions: "status" (default) → tier, quota, usage from /me/entitlements "pricing" → public pricing tiers (no auth required) "keys" → list user's API keys with per-key usage "usage" → alias for "keys" (per-key usage is shown there) "history" → whether request history (parsed output kept for replay) is on for this account "history_on" / "history_off" → change it for the account and all its keys Deleting history is deliberately not an MCP action: it stays on POST /api/v1/requests/delete and the dashboard.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "apiKey",
      "action"
    ],
    "properties": {
      "action": {
        "type": "string"
      },
      "apiKey": {
        "type": "string"
      }
    }
  }

  arguments 15 lines copy
• mcpAuth changes data unknown never probed

  Start device authorization to get an API key. Returns device_code, user_code, and verification URL. The agent should display the verification URL to the user, who signs in and approves the code. Then call mcpAuthPoll with the device_code. MCP wrappers don't have HTTP request headers, so provenance is empty here.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "label"
    ],
    "properties": {
      "label": {
        "type": "string"
      }
    }
  }

  arguments 11 lines copy
• mcpAuthPoll reads unknown never probed

  Poll for device authorization completion. Returns "pending" (keep polling every 5s), "approved" (with api_key and tier), or "expired" (start over with mcpAuth).

  mcp-tool

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  {
    "type": "object",
    "required": [
      "deviceCode"
    ],
    "properties": {
      "deviceCode": {
        "type": "string"
      }
    }
  }

  arguments 11 lines copy
• mcpConvert reads unknown never probed

  Convert a document to another format. Targets: html, md, qmd, docx, pptx, xlsx, odt, odp, ods. `input` is a file path, a sample_id, an https:// URL, or a gs:// ref (Business tier). The converted file comes back as base64 in the JSON response rather than written to disk, so decode `content` to get the bytes. `outputPath` is accepted but ignored; it stays in the signature because removing it would change the auto-generated MCP tool schema for existing clients.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "input",
      "outputFormat",
      "outputPath",
      "apiKey"
    ],
    "properties": {
      "input": {
        "type": "string"
      },
      "apiKey": {
        "type": "string"
      },
      "outputPath": {
        "type": "string"
      },
      "outputFormat": {
        "type": "string"
      }
    }
  }

  arguments 23 lines copy
• mcpEstimate reads unknown never probed

  Estimate cost and latency for parsing a document. Accepts a file path or sample_id. No auth required.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "filepath",
      "outputFormat"
    ],
    "properties": {
      "filepath": {
        "type": "string"
      },
      "outputFormat": {
        "type": "string"
      }
    }
  }

  arguments 15 lines copy
• mcpFormats reads unknown never probed

  Supported formats, samples, and service capabilities. No auth required. Delegates to package implementation. Single source of truth lives in pkg/sunholo/ailang_parse/services/mcp/tools — since ailang_parse 0.39.x the response carries a runtime capability block (state, not intent), which is why this is no longer pure: it reads env and probes the runtime (Process).

  mcp-tool

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  {
    "type": "object",
    "required": [
      "_"
    ],
    "properties": {
      "_": {
        "type": "string"
      }
    }
  }

  arguments 11 lines copy
• mcpParse reads unknown never probed

  Parse a document. Accepts a file path or sample_id (e.g. "sample_docx_formatting"). The hosted server requires a valid dp_ API key — get one via mcpAuth. Output formats: blocks (default), markdown, html, a2ui. requestId is reserved for future replay support.

  mcp-tool

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  {
    "type": "object",
    "required": [
      "filepath",
      "outputFormat",
      "apiKey",
      "requestId"
    ],
    "properties": {
      "apiKey": {
        "type": "string"
      },
      "filepath": {
        "type": "string"
      },
      "requestId": {
        "type": "string"
      },
      "outputFormat": {
        "type": "string"
      }
    }
  }

  arguments 23 lines copy
• submit_feedback sends messages unknown never probed

  Anonymous bug report / feature request / docs gap, queued for human review. Default routing: `public-feedback` inbox (general AILANG). Pass `package="vendor/name"` (e.g. "sunholo/auth") to route to that package's `pkg:vendor/name` inbox where its autonomous agent watches. Categories: bug, feature, docs, limitation. Body limit 10KB, snippet limit 4KB. Optional contact field for follow-up; opaque to the server. Set `auto_dispatch=true` to authorize the package agent to act on your submission immediately (default false — files for human triage; pkg-feedback agent template lands in a separate sprint).

  mcp-tool

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  {
    "type": "object",
    "required": [
      "title",
      "body",
      "category",
      "ailang_version"
    ],
    "properties": {
      "body": {
        "type": "string",
        "description": "Full description (≤10 KB)"
      },
      "title": {
        "type": "string",
        "description": "Short title for the report"
      },
      "contact": {
        "type": "string",
        "description": "Optional follow-up address (free-form, opaque to the server)"
      },
      "package": {
        "type": "string",
        "description": "Optional vendor/name (e.g. \"sunholo/auth\") to route to that package's pkg:vendor/name inbox. Empty = general AILANG feedback."
      },
      "snippet": {
        "type": "string",
        "description": "Optional code/error snippet (≤4 KB)"
      },
      "category": {
        "type": "string",
        "description": "bug | feature | docs | limitation"
      },
      "auto_dispatch": {
        "type": "boolean",
        "description": "Authorize the receiving package's autonomous agent to act on this submission. Default false (files for human triage). Tagged on the Pub/Sub notification as category=auto:<original> for coordinator filtering."
      },
      "ailang_version": {
        "type": "string",
        "description": "The reporter's CLI version (free-form, used for triage)"
      }
    }
  }

  arguments 43 lines copy

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