What is AILANG Parse?

AILANG Parse is an MCP (Model Context Protocol) server by sunholo-data. Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, footers, merged cells.

How do I connect AILANG Parse to Claude, Cursor, or another MCP client?

AILANG Parse is a remote MCP server — add its endpoint (https://docparse.ailang.sunholo.com/mcp/) to your client's MCP configuration (for example with "claude mcp add", or under "mcpServers" in Cursor's mcp.json) and restart the client.

Is AILANG Parse open source?

Yes — the source code is public at github.com/sunholo-data/ailang-parse.

Can AI agents pay to use AILANG Parse?

Not yet through Loomal — AILANG Parse is listed as a free directory entry. If its maintainer verifies ownership, they can set per-call USDC pricing that agents pay over x402, with settlement on Base.

AILANG Parse

MCP server by github.com/sunholo-data/ailang-parse

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

0 starsnpm: @ailang/parseRemote-capable

About AILANG Parse

AILANG Parse is an MCP (Model Context Protocol) server published by sunholo-data in the official MCP registry. Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, footers, merged cells.

AILANG Parse runs as a hosted remote over streamable-http — MCP clients connect directly to its endpoint, with nothing to install locally. It also ships as an npm package (@ailang/parse), so any MCP client that can launch a local process can run it.

Development happens in the open at github.com/sunholo-data/ailang-parse.

Use AILANG Parse with your agent

Claude Code · one command

claude mcp add --transport http ailang-parse https://docparse.ailang.sunholo.com/mcp/

Claude Desktop, Cursor & other MCP clients · config

{
  "mcpServers": {
    "ailang-parse": {
      "url": "https://docparse.ailang.sunholo.com/mcp/"
    }
  }
}

streamable-httphttps://docparse.ailang.sunholo.com/mcp/

npm@ailang/parse

Frequently asked questions

What is AILANG Parse?: AILANG Parse is an MCP (Model Context Protocol) server by sunholo-data. Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, footers, merged cells.
How do I connect AILANG Parse to Claude, Cursor, or another MCP client?: AILANG Parse is a remote MCP server — add its endpoint (https://docparse.ailang.sunholo.com/mcp/) to your client's MCP configuration (for example with "claude mcp add", or under "mcpServers" in Cursor's mcp.json) and restart the client.
Is AILANG Parse open source?: Yes — the source code is public at github.com/sunholo-data/ailang-parse.
Can AI agents pay to use AILANG Parse?: Not yet through Loomal — AILANG Parse is listed as a free directory entry. If its maintainer verifies ownership, they can set per-call USDC pricing that agents pay over x402, with settlement on Base.

More MCP servers

human-dispatch-mcp

MCP server that dispatches physical-world tasks to humans through a unified API

VMware Storage

VMware vSphere storage management with 11 MCP tools: datastores, iSCSI, vSAN.

VMware NSX Security

VMware NSX security: DFW policies, security groups, tags, Traceflow, IDPS — 21 MCP tools.

VMware AVI

VMware AVI (NSX ALB) load balancer plus AKO Kubernetes ops — 29 MCP tools.

VMware Aria Operations

VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 18 MCP tools.

MeatSpace

Human-in-the-loop for AI agents. Submit choices, get a human decision.

Browse the full MCP server directory

Listing data from the official MCP registry and GitHub, refreshed periodically. Not affiliated with the maintainer unless claimed. Maintain AILANG Parse? Claim this listing free by verifying GitHub ownership, or contact us.