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AIDataParser MCP server

by shibley

AIDataParser MCP server

The official Model Context Protocol registry record for AIDataParser — a credit-based data-extraction API that turns PDFs, images and messy text into schema-guaranteed JSON.

There is no server code in this repo. The MCP server is hosted: it lives at https://aidataparser.com/v1/mcp and speaks JSON-RPC 2.0 over Streamable HTTP. This repo holds the server.json that is the source of our record in registry.modelcontextprotocol.io, the canonical upstream every downstream MCP catalog syncs from.

Add it to your client

{
  "mcpServers": {
    "aidataparser": {
      "type": "http",
      "url": "https://aidataparser.com/v1/mcp",
      "headers": { "Authorization": "Bearer adp_live_..." }
    }
  }
}

Get a key (50 free credits, no card):

curl -X POST https://aidataparser.com/v1/keys \
  -H 'Content-Type: application/json' \
  -d '{"email":"you@example.com"}'

list_schemas and validate are free and need no key, so a client can add the server and get something useful back before signing up.

Related MCP server: Invoice Parser MCP

Tools

Tool

Cost

What it does

parse_document

1 credit

PDF or image (url or base64) → JSON matching your schema

parse_text

1 credit

Raw/messy text → JSON matching your schema

infer_schema

1 credit

One sample → a reusable JSON Schema

validate

free, no key

Check a JSON value against a schema

check_credits

free

Credits remaining on the key

list_schemas

free, no key

Built-in templates (invoice, receipt, resume, …)

Credit packs: https://aidataparser.com/pricing

Publishing

.github/workflows/publish-mcp.yml publishes on a push to main using GitHub OIDC — no secrets. Bump version in server.json to cut a release; a push that does not change the version is a no-op.

Before it publishes, the workflow runs two gates:

  • npm test — static checks on server.json (validate-server-json.mjs). Each rule maps to a real failure from a sibling repo, e.g. the registry's 100-char description cap that 422'd aisotools-mcp-server v0.1.0.

  • npm run check:remote — a live initialize + tools/list handshake against the URL about to be advertised. A registry record pointing at a dead endpoint is worse than no record.

Both are runnable locally.

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