# Jodi (npm · @pipeworx/mcp-jodi)

JODI Oil + Gas — monthly production, consumption, imports, exports and closing stocks by country…

- Trust score: 82/100 (high trust)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `gateway.pipeworx.io`: 63/100, [markdown](https://verifymcp.io/servers/pipeworx-io-jodi/jodi-mcp.md), [page](https://verifymcp.io/servers/pipeworx-io-jodi/jodi-mcp)
- npm · `@pipeworx/mcp-jodi`: 82/100 (this document), [markdown](https://verifymcp.io/servers/pipeworx-io-jodi/pipeworx-mcp-jodi.md), [page](https://verifymcp.io/servers/pipeworx-io-jodi/pipeworx-mcp-jodi)

## Channel facts

- Registry: `npm`
- Package: `@pipeworx/mcp-jodi`
- Version: `0.2.1`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, 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.

- **Supply Chain Security**: 100/100
  - No malware found by supply-chain analysis.
  - No known CVEs affecting this package version or its production dependencies.
  - No install/post-install scripts declared.
  - No production dependencies, so there is no dependency health to assess.
- **Provenance & Transparency**: 97/100
  - Source repository is publicly reachable at the declared URL.
  - Cryptographically verified build provenance (signed, bound to pipeworx-io/mcp-jodi).
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 2 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 63/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 1346 tokens (~269/item across 5 items; 5 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 23/100
  - Stability observed for 7 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 5 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**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

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

Jodi runs locally as an npm package, launched with npx -y @pipeworx/mcp-jodi. 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 pipeworx-io-jodi -- npx -y @pipeworx/mcp-jodi
```

### Cursor

```json
{
  "mcpServers": {
    "pipeworx-io-jodi": {
      "command": "npx",
      "args": [
        "-y",
        "@pipeworx/mcp-jodi"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "pipeworx-io-jodi": {
      "command": "npx",
      "args": [
        "-y",
        "@pipeworx/mcp-jodi"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add pipeworx-io-jodi -- npx -y @pipeworx/mcp-jodi
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "pipeworx-io-jodi": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "@pipeworx/mcp-jodi"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add pipeworx-io-jodi --command npx --arg -y --arg @pipeworx/mcp-jodi
```

### Hermes

```yaml
mcp_servers:
  pipeworx-io-jodi:
    command: "npx"
    args: ["-y", "@pipeworx/mcp-jodi"]
```

### Netclaw

```json
{
  "McpServers": {
    "pipeworx-io-jodi": {
      "Transport": "stdio",
      "Command": "npx",
      "Arguments": [
        "-y",
        "@pipeworx/mcp-jodi"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add pipeworx-io-jodi -t stdio -c npx -a -y @pipeworx/mcp-jodi
```

### Other

```json
{
  "mcpServers": {
    "pipeworx-io-jodi": {
      "command": "npx",
      "args": [
        "-y",
        "@pipeworx/mcp-jodi"
      ]
    }
  }
}
```

## 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 82, +1)

No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-03 (score 81, +15)

- [security improvement] Malware scan: unverified → pass

### 2026-11-02 (score 66, −13)

- [security regression] Malware scan: pass → unverified
- [functional improvement] Stability: unverified → 0.13
- [functional] Package version: 0.2.0 → 0.2.1

### 2026-10-30 (score 79, 0)

- [functional regression] Security disclosure: unverified → fail

### 2026-10-29 (score 79)

First indexed and scored.

## MCP tools (5)

### `jodi_oil_series` (~366 tokens)

Monthly JODI-Oil series for one country — production, imports, exports, direct use, refinery intake, stock change or closing stocks, for crude oil/NGL/other/total-crude or a refined product (LPG, gasoline, kerosene, jet fuel, gas/diesel, fuel oil). Answers "Saudi crude oil production over the last two years", "UAE crude exports vs a year ago", "Iraq refinery intake trend". A month with no JODI submission comes back as {reported:false, value:null} — NEVER 0 — because JODI is self-reported and countries skip or delay months. Example: jodi_oil_series({country:"Saudi Arabia", flow:"exports", months:24}); jodi_oil_series({country:"AE", product:"gasoline", flow:"demand"}). Keyless.

Input parameters:

- `country` (string, required): ISO2 code ("SA") or name ("Saudi Arabia")
- `end_month` (string): Last month of the window as YYYY-MM; defaults to the latest month JODI has published for anyone
- `flow` (string): production (default), imports, exports, closing_stocks, stock_change, direct_use, refinery_intake, statistical_difference, other_sources, transfers (crude); or refinery_output, receipts, products_tra…
- `months` (number): How many trailing months (default 24, max 120)
- `product` (string): crude (default), ngl, other, total, or a refined product: lpg, naphtha, gasoline, kerosene, jet_fuel, gas_diesel, fuel_oil, other_products, total_products

### `jodi_gas_series` (~243 tokens)

Monthly JODI-Gas series for one country — production, imports/exports (total, or LNG vs pipeline split out), demand, stock change or closing stocks, natural gas only. Answers "Qatar LNG exports over the last 3 years", "Iran gas production trend", "UAE gas imports by pipeline vs LNG". A month with no JODI submission comes back as {reported:false, value:null} — NEVER 0. Example: jodi_gas_series({country:"Qatar", flow:"exports_lng", months:36}). Keyless.

Input parameters:

- `country` (string, required): ISO2 code ("QA") or name ("Qatar")
- `end_month` (string): Last month of the window as YYYY-MM; defaults to the latest month JODI has published for anyone
- `flow` (string): production (default), imports, imports_lng, imports_pipeline, exports, exports_lng, exports_pipeline, closing_stocks, stock_change, demand, demand_calculated, electricity_generation, statistical_diff…
- `months` (number): How many trailing months (default 24, max 120)

### `jodi_oil_compare` (~330 tokens)

Compare JODI-Oil countries on one series, at the latest reported month AND against N months earlier — ranked by change. This is the tool for "which Gulf producers raised crude output most this quarter" (pass months_back:3) and "Saudi crude exports vs a year ago" (pass countries:["Saudi Arabia"], months_back:12) — both are the same comparison, just different country lists. Defaults to the Gulf/Persian-Gulf producers (Saudi Arabia, UAE, Kuwait, Qatar, Oman, Bahrain, Iraq, Iran) if no countries are given. A country missing a compared month is marked reported:false and excluded from the ranking rather than treated as a zero. Example: jodi_oil_compare({flow:"production", months_back:3}); jodi_oil_compare({countries:["Saudi Arabia"], flow:"exports", months_back:12}). Keyless.

Input parameters:

- `countries` (array): ISO2 codes or names; defaults to the Gulf producer set
- `end_month` (string): Latest month to compare from, as YYYY-MM; defaults to the newest month anyone in the list has reported
- `flow` (string): production (default), imports, exports, closing_stocks, stock_change, etc — see jodi_oil_series
- `months_back` (number): How many months before the latest to compare against (default 12 = year-over-year; use 3 for quarter-over-quarter)
- `product` (string): crude (default), ngl, other, total, or a refined product — see jodi_oil_series

### `jodi_gas_compare` (~237 tokens)

Compare JODI-Gas countries on one series, at the latest reported month AND against N months earlier — ranked by change. Answers "which Gulf gas producers grew LNG exports most this year", "Qatar gas production vs last year". Defaults to the Gulf/Persian-Gulf producers if no countries are given. A country missing a compared month is marked reported:false and excluded from the ranking rather than treated as a zero. Example: jodi_gas_compare({flow:"exports_lng", months_back:12}). Keyless.

Input parameters:

- `countries` (array): ISO2 codes or names; defaults to the Gulf producer set
- `end_month` (string): Latest month to compare from, as YYYY-MM; defaults to the newest month anyone in the list has reported
- `flow` (string): production (default), imports, imports_lng, exports, exports_lng, closing_stocks, demand, etc — see jodi_gas_series
- `months_back` (number): How many months before the latest to compare against (default 12 = year-over-year; use 3 for quarter-over-quarter)

### `jodi_countries` (~118 tokens)

List the countries JODI-Oil and/or JODI-Gas cover, with each one's earliest and latest reported month. Use this before jodi_oil_series/jodi_gas_series to confirm a country actually reports the commodity, or to answer "which countries does JODI cover", "does JODI have Iran gas data". Example: jodi_countries({}); jodi_countries({commodity:"gas"}). Keyless.

Input parameters:

- `commodity` (string): "oil", "gas", or omit for both

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/pipeworx-io-jodi/pipeworx-mcp-jodi#diagnostics

## Score history

- 2026-11-05: 82
- 2026-11-04: 82
- 2026-11-03: 81
- 2026-11-02: 66
- 2026-11-01: 79
- 2026-10-31: 79
- 2026-10-30: 79
- 2026-10-29: 79

## Common questions

### What is the Jodi MCP server?

Jodi is an MCP server listed in the public MCP registry as io.github.pipeworx-io/jodi. JODI Oil + Gas, monthly production, consumption, imports, exports and closing stocks by country… This page covers its npm package (@pipeworx/mcp-jodi).

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

Jodi scores 82 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 2026. It declares no install or post-install scripts. Its build provenance is signed and verified. 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 Jodi MCP server expose?

Jodi exposes 5 tools: jodi_oil_series, jodi_gas_series, jodi_oil_compare, jodi_gas_compare, jodi_countries. Their descriptions and schemas cost roughly 1,294 tokens of context every time the server is loaded.

### Is the Jodi MCP server still maintained?

Jodi 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.

### What licence is the Jodi MCP server under?

Jodi declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

### What did VerifyMCP test on the Jodi MCP server?

VerifyMCP ran 16 checks on Jodi, covering Malware scan, Known CVEs, Install scripts, Dependency health and 12 more. Endpoint Security and Transport & Reachability do not apply to an npm package, so they were not tested. The score does not measure everything, and the scoring documentation lists what it leaves out.

## Links

- npm package: https://www.npmjs.com/package/@pipeworx/mcp-jodi
- Socket report: https://socket.dev/npm/package/@pipeworx/mcp-jodi
- Repository: https://github.com/pipeworx-io/mcp-jodi
- Website: https://pipeworx.io/packs/jodi
- Changelog RSS feed: https://verifymcp.io/servers/pipeworx-io-jodi/pipeworx-mcp-jodi.xml
- Changelog JSON feed: https://verifymcp.io/servers/pipeworx-io-jodi/pipeworx-mcp-jodi/changelog.json
- Trust report (JSON): https://verifymcp.io/servers/pipeworx-io-jodi/pipeworx-mcp-jodi.json
- HTML version of this page: https://verifymcp.io/servers/pipeworx-io-jodi/pipeworx-mcp-jodi