Developer Tools

sunholo.com

Provides API samples, tool definitions, and agent capabilities for multiple agent frameworks.

1 endpoint31 known toolsFirst detected July 25, 2026Last detected July 25, 2026

ENDPOINT 1

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

No auth detected

MCP server metadata

Name: ailang-api
Version: 0.8.1

Capabilities

loggingresources.listChangedtools.listChanged

Known tools 31

agentCard

A2A Agent Card for agent-to-agent discovery.

Inferred read-only

apiSamples

Sample files inventory — delegates to the upstream package.

Inferred read-only

apiTools

Tool definitions for Claude, OpenAI, MCP, and A2A agent frameworks.

Inferred read-only

capabilities

capabilities(() -> string !

Inferred read-only

deviceAuthApprove

Approve a device authorization request.

Inferred read-only

deviceAuthInspect

Look up a pending device code by user_code and return its provenance.

Inferred read-only

deviceAuthPoll

Poll for device authorization approval.

Inferred read-only

deviceAuthRequest

Request a device authorization code.

Inferred read-only

editDocument

Parse a document, apply JSON edit deltas, and return the modified blocks as JSON (same format as POST /api/v1/parse with outputFormat=blocks).

Potential side effects

estimate

estimate((string, string) -> string !

Inferred read-only

formats

List all supported document formats for parsing and generation.

Inferred read-only

getKeyUsage

Get usage stats for a user's API key.

Inferred read-only

getUploadUrl

Request a pre-authenticated GCS upload URL for direct file upload.

Potential side effects

health

Health check for the AILANG Parse API.

Inferred read-only

listApiKeys

List API keys for a user.

Inferred read-only

mcpAccount

View account info, pricing, entitlements, or list keys.

Inferred read-only

mcpAuth

Start device authorization to get an API key.

Inferred read-only

mcpAuthPoll

Poll for device authorization completion.

Inferred read-only

mcpConvert

Convert is not supported on the hosted server (no persistent local filesystem to write the output file to).

Potential side effects

mcpEstimate

Estimate cost and latency for parsing a document.

Inferred read-only

mcpFormats

List supported formats, samples, and service capabilities.

Inferred read-only

mcpParse

Parse a document.

Inferred read-only

myEntitlements

Get the authenticated user's billing entitlements, usage, and plan details.

Inferred read-only

parseFileSecure

Parse a document.

Inferred read-only

partitionGeneral

Unstructured API-compatible endpoint (drop-in replacement for Unstructured.

Potential side effects

pricing

pricing(() -> string) [pure]

Inferred read-only

requestHistory

List recent parse requests for a user.

Inferred read-only

requestReplay

Retrieve a stored request/response pair for replay.

Inferred read-only

revokeApiKey

Revoke an API key by keyId.

Inferred read-only

rotateApiKey

Rotate an API key: generate new key, revoke old one, preserve tier + usage.

Inferred read-only

submit_feedback

Anonymous bug report / feature request / docs gap, queued for human review.

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.ailang-api]
url = "https://docparse.ailang.sunholo.com/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "ailang-api": {
      "type": "http",
      "url": "https://docparse.ailang.sunholo.com/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: ailang-api
Remote MCP URL: https://docparse.ailang.sunholo.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": {
    "ailang-api": {
      "url": "https://docparse.ailang.sunholo.com/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "ailang-api": {
      "type": "http",
      "url": "https://docparse.ailang.sunholo.com/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "ailang-api",
  "transport": "streamable-http",
  "url": "https://docparse.ailang.sunholo.com/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.