AILANG Parse

io.github.sunholo-data/parse·v0.8.0·Documents & Spreadsheets

Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, footers, merged cells.

Trust verdict · v1 advisory · method

NOT YET SCREENEDno verdict on file

Verdict not yet evaluated for this tool. The semantic screen takes adversarial cases first; coverage rolls out as the corpus expands (15/150 labels to graduation). The deterministic conformance probe is built but has not yet run on the public corpus, so a recorded verdict here is REVIEW or UNVERIFIED, never a clearing ALLOW. Until a verdict is recorded, an agent should treat this tool as not-yet-cleared and fall back to its own checks. Method: the eval, four-state verdict, honest limits.

Own this server? Screen its description →

Environment variables

DOCPARSE_API_KEY

secret

AILANG Parse API key (dp_...). Optional — the bridge auto-loads keys saved at ~/.config/ailang-parse/credentials.json. Get one from https://www.sunholo.com/ailang-parse/

AILANG_PARSE_MCP_URL

Override the hosted MCP endpoint. Defaults to https://docparse.ailang.sunholo.com/mcp/

DOCPARSE_API_KEY

secret

AILANG Parse API key (dp_...). Optional — the bridge auto-loads keys saved at ~/.config/ailang-parse/credentials.json. Get one from https://www.sunholo.com/ailang-parse/

AILANG_PARSE_MCP_URL

Override the hosted MCP endpoint. Defaults to https://docparse.ailang.sunholo.com/mcp/

MCP quality score · maturity, not trust · methodology

freshness

completeness

installability

documentation

stability

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Install

Remote endpoint

Streamable HTTP / SSE endpoint. Add to any MCP client that supports remote servers.

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

Claude Desktop (claude_desktop_config.json)

{
  "mcpServers": {
    "parse": {
      "command": "npx",
      "args": [
        "-y",
        "@ailang/parse"
      ],
      "env": {
        "DOCPARSE_API_KEY": "<your-docparse_api_key>",
        "AILANG_PARSE_MCP_URL": "<ailang_parse_mcp_url>"
      }
    }
  }
}

Cursor (.cursor/mcp.json)

{
  "mcpServers": {
    "parse": {
      "command": "npx",
      "args": [
        "-y",
        "@ailang/parse"
      ],
      "env": {
        "DOCPARSE_API_KEY": "<your-docparse_api_key>",
        "AILANG_PARSE_MCP_URL": "<ailang_parse_mcp_url>"
      }
    }
  }
}

Cline (cline_mcp_settings.json)

npx -y @ailang/parse

Claude Desktop (uvx)

{
  "mcpServers": {
    "parse": {
      "command": "uvx",
      "args": [
        "ailang-parse"
      ],
      "env": {
        "DOCPARSE_API_KEY": "<your-docparse_api_key>",
        "AILANG_PARSE_MCP_URL": "<ailang_parse_mcp_url>"
      }
    }
  }
}

Verdict API

curl -s mcpindex.ai/api/v1/trust/server/io-github-sunholo-data-parse

Free-tier verdict as JSON: decision + dimensions + severity. Call it from your agent before it invokes a tool it just discovered.

Details

version: v0.8.0
category: Documents & Spreadsheets
quality: 95 / 100
operator: sunholo-data

Provenance

Verdict history is anchored to Bitcoin via OpenTimestamps. The free tier returns the current verdict only; the anchored record is served on the authenticated tier.

Links

Repository →Website →Remote endpoint →