AIDataParser MCP server
by shibley
README.md
# AIDataParser MCP server
The official [Model Context Protocol](https://modelcontextprotocol.io) 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](https://registry.modelcontextprotocol.io),
the canonical upstream every downstream MCP catalog syncs from.
## Add it to your client
```json
{
"mcpServers": {
"aidataparser": {
"type": "http",
"url": "https://aidataparser.com/v1/mcp",
"headers": { "Authorization": "Bearer adp_live_..." }
}
}
}
```
**Try it before you sign up.** `try_parse` runs a real extraction with no key,
no email and no account — up to 4,000 characters of text, 3 calls per day. Add
the server without the `headers` block and call it:
```json
{ "name": "try_parse", "arguments": { "text": "INVOICE #1042 ... Total due $1,240.00", "schema_id": "invoice" } }
```
When you want more, get a key (50 free credits, no card) — over MCP with the
`create_api_key` tool, or:
```bash
curl -X POST https://aidataparser.com/v1/keys \
-H 'Content-Type: application/json' \
-d '{"email":"you@example.com"}'
```
## Tools
| Tool | Cost | What it does |
| --- | --- | --- |
| `try_parse` | free, no key | Real extraction on ≤4,000 chars of text, 3/day — see the output before signing up |
| `create_api_key` | free, no key | An email → a live `adp_live_` key with 50 free credits |
| `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.
This server cannot be deployed
Maintenance
ActivityMaintained
ResponsivenessNo issues