Crawlora MCP

github_org

Read-only

Fetch a public GitHub organization's profile details by organization name. Use github_org_repos to list its repositories, github_search_users to find people, or github_user for an individual profile.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "org": "<org>"
    },
    "name": "github_org"
  }
}

Input Schema

Name	Required	Description	Default
`org`	Yes	GitHub organization login.

Output Schema

Name	Required	Description	Default
`data`	Yes	The tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

First observedOct 5, 2026

TDQS

A4.2/5.0

Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safe read-only, external nature is covered. The description adds that only public organizations are supported, which is useful scoping context, but does not mention rate limits or error behavior. Adequate given annotation coverage.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two tightly written sentences, purpose first, routing alternatives second. No filler and front-loaded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return shape need not be described. Annotations cover safety, and the description covers public-only scope plus sibling routing. Only minor gap is no note on failure modes for non-existent orgs.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with a single 'org' parameter documented as 'GitHub organization login'. The description implies the identifier is an organization name but adds no syntax or format detail beyond the schema, so baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource ('Fetch a public GitHub organization's profile details by organization name'), and explicitly names sibling tools it is not (github_org_repos, github_search_users, github_user). An agent can distinguish this from neighbors without inspecting schemas.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It provides explicit routing to alternatives: github_org_repos for repositories, github_search_users for finding people, and github_user for an individual profile. The agent knows exactly when to pick this versus neighbors.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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