# Rung public career guides (remote · rung.guru)

Find public career guides, explore grounded occupations, and open Rung for private resume work.

- Trust score: 86/100 (high trust)
- Change this week: +1
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-21

## Components

- remote · `rung.guru`: 86/100 (this document), [markdown](https://verifymcp.io/servers/guru-rung-public-guides/rung.md), [page](https://verifymcp.io/servers/guru-rung-public-guides/rung)

## Channel facts

- Endpoint: `https://rung.guru/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.2.0`

## 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 2026-09-21.

- **Endpoint Security**: 80/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - 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**: 76/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 281 tokens (~140/item across 2 items; 2 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 100/100
  - No destabilizing schema changes in the last 30 days.
- **Tool Coverage**: 81/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 33% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 2 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 3 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

## Install

### How do I install the Rung public career guides MCP server?

Rung public career guides is a hosted endpoint at https://rung.guru/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 guru-rung-public-guides 'https://rung.guru/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "guru-rung-public-guides": {
      "url": "https://rung.guru/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "guru-rung-public-guides": {
      "type": "http",
      "url": "https://rung.guru/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.guru-rung-public-guides]
url = "https://rung.guru/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "guru-rung-public-guides": {
      "type": "remote",
      "url": "https://rung.guru/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add guru-rung-public-guides --url 'https://rung.guru/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  guru-rung-public-guides:
    url: "https://rung.guru/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "guru-rung-public-guides": {
      "Transport": "http",
      "Url": "https://rung.guru/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add guru-rung-public-guides -t streamable-http -u 'https://rung.guru/mcp'
```

### Other

```json
{
  "mcpServers": {
    "guru-rung-public-guides": {
      "type": "http",
      "url": "https://rung.guru/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.

### 2026-09-17 (score 86, 0)

- [security] Stability: 0.97 → pass

### 2026-09-16 (score 86, +1)

No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-14 (score 85, +1)

No change was recorded against any check on this day. Stability & Change Management went from 87 to 90. That category is still filling its 30-day observation window: 26 days of observed history at the previous scan, 27 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-12 (score 84, +1)

No change was recorded against any check on this day. Stability & Change Management went from 80 to 83. That category is still filling its 30-day observation window: 24 days of observed history at the previous scan, 25 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-10 (score 83, +1)

No change was recorded against any check on this day. Stability & Change Management went from 73 to 77. That category is still filling its 30-day observation window: 22 days of observed history at the previous scan, 23 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-07 (score 82, +1)

No change was recorded against any check on this day. Stability & Change Management went from 63 to 67. That category is still filling its 30-day observation window: 19 days of observed history at the previous scan, 20 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-05 (score 81, +1)

No change was recorded against any check on this day. Stability & Change Management went from 57 to 60. That category is still filling its 30-day observation window: 17 days of observed history at the previous scan, 18 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-03 (score 80, +1)

No change was recorded against any check on this day. Stability & Change Management went from 50 to 53. That category is still filling its 30-day observation window: 15 days of observed history at the previous scan, 16 at this one. The score rises as the window fills, whether or not the server changes.

## MCP tools (2)

### `find_public_guides` (~126 tokens)

Find a published Rung guide

Use when someone needs a published Rung occupation, resume-situation, or military-transition guide. Returns public guide facts, source pages, and browser handoffs. Do not use for live jobs, employer search, resume editing, qualification decisions, or private work history; never send personal or resume data.

Input parameters:

- `kind` (string)
- `language` (string): Language for occupation and situation guides. Military guides are currently English.
- `limit` (integer)
- `query` (string, required): A public job title, occupation code, situation, military code, or military role.

Output parameters:

- `kind` (string)
- `privacy` (string)
- `query` (string)
- `requestedLanguage` (string)
- `results` (array)

### `explore_occupation` (~109 tokens)

Explore public occupation examples

Use after find_public_guides resolves an exact published Rung SOC, when bounded public task, skill, or tool examples are needed. Do not treat examples as a person's experience, selected skills, qualifications, or any other personal claim; never send personal or resume data.

Input parameters:

- `language` (string)
- `limit` (integer)
- `offset` (integer)
- `section` (string)
- `soc` (string, required): The exact published occupation code returned by find_public_guides.

Output parameters:

- `caution` (string)
- `contentLanguage` (string)
- `guideUrl` (string)
- `occupation` (object)
- `privacy` (string)
- `requestedLanguage` (string)
- `requestedSection` (string)
- `sections` (object)
- `startUrl` (string)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/guru-rung-public-guides/rung#diagnostics

## Score history

- 2026-09-21: 86
- 2026-09-20: 86
- 2026-09-19: 86
- 2026-09-18: 86
- 2026-09-17: 86
- 2026-09-16: 86
- 2026-09-15: 85
- 2026-09-14: 85
- 2026-09-13: 84
- 2026-09-12: 84
- 2026-09-11: 83
- 2026-09-10: 83
- 2026-09-09: 82
- 2026-09-08: 82
- 2026-09-07: 82
- 2026-09-06: 81
- 2026-09-05: 81
- 2026-09-04: 80
- 2026-09-03: 80
- 2026-09-02: 79
- 2026-09-01: 79
- 2026-08-31: 78
- 2026-08-30: 78
- 2026-08-29: 77
- 2026-08-28: 77
- 2026-08-27: 76
- 2026-08-26: 76
- 2026-08-25: 74
- 2026-08-24: 73
- 2026-08-23: 73

## Common questions

### What is the Rung public career guides MCP server?

Rung public career guides is an MCP server listed in the public MCP registry as guru.rung/public-guides. Find public career guides, explore grounded occupations, and open Rung for private resume work. This page covers its hosted endpoint (https://rung.guru/mcp).

### Is the Rung public career guides MCP server safe to use?

Rung public career guides scores 86 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 Rung public career guides MCP server expose?

Rung public career guides exposes 2 tools: find_public_guides, explore_occupation. Their descriptions and schemas cost roughly 235 tokens of context every time the server is loaded.

### Does the Rung public career guides MCP server require authentication?

No. We connected to Rung public career guides without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the Rung public career guides MCP server still maintained?

Rung public career guides is still listed as active in the MCP registry. We last reached this channel on 21 September 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://rung.guru/mcp
- Website: https://rung.guru/
- Changelog RSS feed: https://verifymcp.io/servers/guru-rung-public-guides/rung.xml
- Changelog JSON feed: https://verifymcp.io/servers/guru-rung-public-guides/rung.json
- HTML version of this page: https://verifymcp.io/servers/guru-rung-public-guides/rung