Koskamo

dep-rank MCP

An MCP server that ranks GitHub repository dependents by stars or a trust heuristic and searches code across those dependents. It scrapes GitHub's dependents page, enriches results via the GraphQL API, and exposes ranking and search capabilities as tools for AI agents.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

dep-rank MCP logo, by j7anCommunity listingLocal stdioSource reviewed; not executedPublished by j7an
You need:A token is effectively required; see Authentication .
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Popularity 1 GitHub star

What you can do with it

  • Rank dependents by stars to find popular projects using a repository
  • Apply trust ranking heuristic weighing forks, issues, and activity
  • Search code across dependents to see how projects use an API

Source and maintenance

Community listingRegistry 0.10.1MIT
mcp-registry: io.github.j7an/dep-rank@0.10.1Source repository
Last repository push
Latest release
v0.10.2
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

dep-rank 0.10.1

pypiuvx
dep-rank package definition
{
  "version": "0.10.1",
  "transport": "stdio",
  "identifier": "dep-rank",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "packageArguments": [
    {
      "type": "positional",
      "value": "mcp",
      "isRequired": true
    }
  ],
  "runtimeArguments": [
    {
      "type": "positional",
      "value": "--with",
      "isRequired": true
    },
    {
      "type": "positional",
      "value": "dep-rank[mcp]",
      "isRequired": true
    }
  ],
  "environmentVariables": [
    {
      "name": "DEP_RANK_TOKEN",
      "isRequired": true,
      "description": "GitHub token (required) for dependents scraping, trust metadata, and code search"
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "dep-rank-mcp": {
      "command": "uvx",
      "args": [
        "dep-rank==0.10.1",
        "mcp"
      ],
      "env": {
        "DEP_RANK_TOKEN": "<YOUR_DEP_RANK_TOKEN>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "dep-rank-mcp": {
      "command": "uvx",
      "args": [
        "dep-rank==0.10.1",
        "mcp"
      ],
      "env": {
        "DEP_RANK_TOKEN": "<YOUR_DEP_RANK_TOKEN>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "dep-rank-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "dep-rank==0.10.1",
        "mcp"
      ],
      "env": {
        "DEP_RANK_TOKEN": "<YOUR_DEP_RANK_TOKEN>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "dep-rank-mcp": {
      "command": "uvx",
      "args": [
        "dep-rank==0.10.1",
        "mcp"
      ],
      "env": {
        "DEP_RANK_TOKEN": "<YOUR_DEP_RANK_TOKEN>"
      }
    }
  }
}

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