# doc2json (remote · doc2json.manoonlabs.com)

Turn PDFs and photos into typed JSON with your own schema. Missing values come back null.

- Trust score: 76/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `doc2json.manoonlabs.com`: 76/100 (this document), [markdown](https://verifymcp.io/servers/com-manoonlabs-doc2json/doc2json.md), [page](https://verifymcp.io/servers/com-manoonlabs-doc2json/doc2json)

## Channel facts

- Endpoint: `https://doc2json.manoonlabs.com/mcp`
- Transports: `streamable-http`
- Auth: `required (not validated)`
- Version: `1.0.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-11-05.

- **Endpoint Security**: 89/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation is enforced on tool calls, but the challenge carries no valid RFC 9728 metadata, so a client cannot discover where to get a token.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 63/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 1206 tokens (~201/item across 6 items; 6 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 20/100
  - Stability observed for 6 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 6 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 6 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 60/100
  - Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28.

## Install

### How do I install the doc2json MCP server?

doc2json is a hosted endpoint at https://doc2json.manoonlabs.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http com-manoonlabs-doc2json 'https://doc2json.manoonlabs.com/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "com-manoonlabs-doc2json": {
      "url": "https://doc2json.manoonlabs.com/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "com-manoonlabs-doc2json": {
      "type": "http",
      "url": "https://doc2json.manoonlabs.com/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.com-manoonlabs-doc2json]
url = "https://doc2json.manoonlabs.com/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-manoonlabs-doc2json": {
      "type": "remote",
      "url": "https://doc2json.manoonlabs.com/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-manoonlabs-doc2json --url 'https://doc2json.manoonlabs.com/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  com-manoonlabs-doc2json:
    url: "https://doc2json.manoonlabs.com/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "com-manoonlabs-doc2json": {
      "Transport": "http",
      "Url": "https://doc2json.manoonlabs.com/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add com-manoonlabs-doc2json -t streamable-http -u 'https://doc2json.manoonlabs.com/mcp'
```

### Other

```json
{
  "mcpServers": {
    "com-manoonlabs-doc2json": {
      "type": "http",
      "url": "https://doc2json.manoonlabs.com/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-11-04 (score 76, +1)

No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-02 (score 75, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-01 (score 74, 0)

- [security] Tool “parse_document” rewrote its description, which is the text the model reads
- [cosmetic] “parse_document” added an optional parameter “citations”

### 2026-10-31 (score 74, 0)

- [security] Tool “parse_document” rewrote its description, which is the text the model reads
- [functional regression] Schema quality: 159 → 183
- [functional improvement] Stability: unverified → 0.03
- [cosmetic] “parse_document” added an optional parameter “file_base64”
- [cosmetic] “parse_document” added an optional parameter “text”
- [cosmetic] “parse_document” dropped the optional parameter “document”

### 2026-10-30 (score 74)

First indexed and scored.

## MCP tools (6)

### `whoami` (~25 tokens)

Return the workspace and token for the bearer credential, and the credits left this month.

### `parse_document` (~525 tokens)

Extract invoice fields from a PDF, PNG, JPEG, or text file sent as base64 in file_base64, or from plain text sent in text (10 MB and 10 pages on Free, 25 MB and 50 pages on paid). 1 credit per page; an image is 1 page; text is 1 credit per 3,000 characters. Nothing is stored. Send exactly one of file_base64 or text. The result has status and values. Set citations to true to also get, for each value, the page, the printed text, and a box where it was read.

Input parameters:

- `citations` (boolean): When true, the result also has citations: for each value's path, the page, the printed text it was read from, a box [x0, y0, x1, y1] on the page (0 to 1 from the top left), and a status saying whethe…
- `file_base64` (string): Base64-encoded PDF, PNG, JPEG, or UTF-8 text file (.txt, .md, .csv, .eml). At most 10 MB and 10 pages on Free, 25 MB and 50 pages on paid plans. Each page costs 1 credit; an image is 1 page; text is…
- `schema`: The name of a schema saved in this workspace, or a literal schema object. A schema is {"type":"object","properties":{...}}. Each property is {"type":T} where T is one of any, null, boolean, string, n…
- `text` (string): The document as plain text, for example a pasted invoice or email. 1 credit per 3,000 characters (started), at least 1. At most 30,000 characters on Free and 150,000 on paid plans. The text is not st…

### `list_schemas` (~18 tokens)

List the extraction schemas saved in this workspace.

### `get_schema` (~38 tokens)

Read one saved extraction schema by name.

Input parameters:

- `name` (string, required): Lowercase letters, digits, underscores, and hyphens. No spaces.

### `create_schema` (~293 tokens)

Save a named extraction schema in this workspace. A schema is {"type":"object","properties":{...}}. Each property is {"type":T} where T is one of any, null, boolean, string, number, date, array, object. An optional description, at most 400 characters, tells the model how to read that field. An optional required array lists the keys that must be present. A date is a string yyyy-mm-dd. An array adds "items" (one node). An object adds "properties" and may add "required". At most 4 levels below the root, 100 keys, and 16384 bytes.

Input parameters:

- `name` (string, required): Lowercase letters, digits, underscores, and hyphens. No spaces.
- `schema` (object, required): A schema is {"type":"object","properties":{...}}. Each property is {"type":T} where T is one of any, null, boolean, string, number, date, array, object. An optional description, at most 400 character…

### `update_schema` (~307 tokens)

Rename a saved schema, replace its definition, or both. A schema is {"type":"object","properties":{...}}. Each property is {"type":T} where T is one of any, null, boolean, string, number, date, array, object. An optional description, at most 400 characters, tells the model how to read that field. An optional required array lists the keys that must be present. A date is a string yyyy-mm-dd. An array adds "items" (one node). An object adds "properties" and may add "required". At most 4 levels below the root, 100 keys, and 16384 bytes.

Input parameters:

- `name` (string, required): The current name.
- `newName` (string): Lowercase letters, digits, underscores, and hyphens. No spaces.
- `schema` (object): A schema is {"type":"object","properties":{...}}. Each property is {"type":T} where T is one of any, null, boolean, string, number, date, array, object. An optional description, at most 400 character…

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/com-manoonlabs-doc2json/doc2json#diagnostics

## Score history

- 2026-11-05: 76
- 2026-11-04: 76
- 2026-11-03: 75
- 2026-11-02: 75
- 2026-11-01: 74
- 2026-10-31: 74
- 2026-10-30: 74

## Common questions

### What is the doc2json MCP server?

doc2json is an MCP server listed in the public MCP registry as com.manoonlabs/doc2json. Turn PDFs and photos into typed JSON with your own schema. Missing values come back null. This page covers its hosted endpoint (https://doc2json.manoonlabs.com/mcp).

### Is the doc2json MCP server safe to use?

doc2json scores 76 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the doc2json MCP server expose?

doc2json exposes 6 tools: whoami, parse_document, list_schemas, get_schema, create_schema, update_schema. Their descriptions and schemas cost roughly 1,206 tokens of context every time the server is loaded.

### Does the doc2json MCP server require authentication?

Yes. doc2json asked us for credentials when we connected, so you will need to authorise it in your MCP client before it can do anything.

### Is the doc2json MCP server still maintained?

doc2json is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://doc2json.manoonlabs.com/mcp
- Authorisation metadata: https://doc2json.manoonlabs.com/.well-known/oauth-protected-resource/mcp
- Website: https://doc2json.manoonlabs.com/
- Changelog RSS feed: https://verifymcp.io/servers/com-manoonlabs-doc2json/doc2json.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-manoonlabs-doc2json/doc2json.json
- HTML version of this page: https://verifymcp.io/servers/com-manoonlabs-doc2json/doc2json