# Jodi

> JODI Oil + Gas — monthly production, consumption, imports, exports and

- name: io.github.pipeworx-io/jodi
- version: 0.1.2
- connection class: R0 (autonomous)
- trust: 97/100
- quality: –/100 (not scored)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.pipeworx-io%2Fjodi
- tools: https://api.protogrid.dev/v1/servers/io.github.pipeworx-io%2Fjodi/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "jodi": {
      "type": "http",
      "url": "https://gateway.pipeworx.io/jodi/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 99
- freshness: 100
- provenance: 90
- drivers: +repository +namespace-matches-repo +website +reachable +uptime-97% +updated-24d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality –/100 (not scored)

Not scored: fewer than three checks apply, usually because no remote answered a credential-free probe or the server is a local package.

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-03-26; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: n/a (weight 30)

- n/a `tools.descriptions`, `tools.description_length`, `tools.schemas`, `tools.annotations`, `tools.directory_hints`, `tools.token_cost`, `tools.api_dump`: tool list unknown (behind auth, not probed, or empty)

### stability: n/a (weight 15)

- n/a `stability.changes`, `stability.rug_pull`: tool list unknown

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: unknown
- tools last changed: 2026-10-20T07:35:19.102Z
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.pipeworx-io/jodi.svg)](https://protogrid.dev/servers/io.github.pipeworx-io/jodi)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-20 `jodi_countries` removed
  - 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.
- 2026-10-20 `jodi_gas_compare` removed
  - 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.
- 2026-10-20 `jodi_oil_compare` removed
  - 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.
- 2026-10-20 `jodi_gas_series` removed
  - 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.
- 2026-10-20 `jodi_oil_series` removed
  - 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.
- 2026-10-20 `forget` removed
  - Delete a previously stored memory by key. Use when context is stale, the task is done, or you want to clear sensitive data the agent saved earlier. Pair with remember and recall.
- 2026-10-20 `recall` removed
  - Retrieve a value previously saved via remember, or list all saved keys (omit the key argument). Use to look up context the agent stored earlier — the user's target ticker, an address, prior research notes — without re-deriving it from scratch. Scoped to your identifier (anonymous IP, BYO key hash, or account ID). Pair with remember to save, forget to delete.
- 2026-10-20 `remember` removed
  - Save data the agent will need to reuse later — across this conversation or across sessions. Use when you discover something worth carrying forward (a resolved ticker, a target address, a user preference, a research subject) so you don't have to look it up again. Stored as a key-value pair scoped by your identifier. Authenticated users get persistent memory; anonymous sessions retain memory for 24 hours. Pair with recall to retrieve later, forget to delete.
- 2026-10-20 `pipeworx_feedback` removed
  - Tell the Pipeworx team something is broken, missing, or needs to exist. Use when a tool returns wrong/stale data (bug), when a tool you wish existed isn't in the catalog (feature/data_gap), or when something worked surprisingly well (praise). ONLY for tools served by this Pipeworx connection — if the tool came from a different MCP server in your client (another vendor's Gmail, Splunk, Slack, etc. connector), we cannot fix it and reporting it here only delays you; file it with that server instead. Not sure? Pipeworx tool names are the ones this connection lists. Describe the issue in terms of Pipeworx tools/packs — don't paste the end-user's prompt. Filing without an account returns a `claim_token`; pass it back later as pipeworx_feedback({claim_token:"pwfb_…"}) to read whether it was fixed and what changed. The team reads digests daily and signal directly affects roadmap. Rate-limited to 5 per identifier per day. Free; doesn't count against your tool-call quota.
- 2026-10-20 `scan_competitor_ai_presence` removed
  - Compare AI visibility across multiple entities side-by-side. Probes each entity (your brand + N competitors) with ai_visibility_check, ranks by score, surfaces which is most/least recognized. Useful for competitive AI-marketing audits: "does Claude know about us as well as our competitors?". Returns ranked list with score, confidence, signal density per entity.

Full history: https://api.protogrid.dev/v1/servers/io.github.pipeworx-io%2Fjodi/changes

## Remotes

- https://gateway.pipeworx.io/jodi/mcp (streamable-http, auth none, reachable true, uptime30d 0.974359)

## Packages

_none_

## Tools (0)

_none observed_