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Rung Guru MCP server

Which MCP servers are Rung Guru's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-20

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Whose server it is
  • Registry nameguru.rung/public-guidesverified in the MCP registry

The registry name sits under rung.guru. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-20
  • Stateanswerschecked 2026-10-20
  • Tools2
  • Server calls itselfrung-public-guides
  • Server version1.2.1
  • Protocol version2025-06-18

On 2026-10-20 the server answered initialize and tools/list without a sign-in. First answer in 273 ms.

Should an agent connect itSkip it
  • Its tools do none of the product's use cases we checked: Draft a resume for a chosen job direction; Answer guided questions to describe past experience; Download a finished resume as PDF or Word.

Once connected

  • Parameters are untyped or undescribed in 2 of 2 tools: check arguments before calling.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 8, the first on 2026-10-20
  • INITE MCP score68 of 100answers 100 · does the job 0 · definitions 83 · context 100 · connects 100
  • What an agent can do with it0 of 3 use cases
  • Answered100% of days8 of 8 daily checks
  • Median first answer280 ms
  • Space in an agent's context≈ 482 tokensthe definitions of all its tools (2), which an agent carries on every turn
  • Tool definitionsB · 83 of 100
  • Typed results2 of 2 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 2 of 2

What an agent can do with it

  • cannot · Draft a resume for a chosen job direction
  • cannot · Answer guided questions to describe past experience
  • cannot · Download a finished resume as PDF or Word

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers2 tools · read 2026-10-20
  • find_public_guides

    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…

  • explore_occupation

    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…

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

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

Add it

Claude Code, in a terminal

claude mcp add --transport http rung https://rung.guru/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://rung.guru/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.