MCP MeasureMCP Measure

index observed

SrcLog

Search GitHub repos, find alternatives, browse topics and rank top developers and orgs. No auth.

Should I use this

Quality & Safety

A
Description quality
81%
Schema completeness
86%
Naming quality
91%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (3)

  • LOWTool 'list_topics' description lacks action verbin list_topics
  • LOWTool 'topic_repos' description lacks action verbin topic_repos
  • LOWTool 'get_owner' description lacks action verbin get_owner

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~907Tokens (tool definitions)
~958 BTypical response size
Moderate attention impact (0.71% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "srclog": {
      "url": "https://srclog.com/mcp"
    }
  }
}

Remote endpoints

https://srclog.com/mcpstreamable-http

What it can do

Tool inventory

Tools (7)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢search_repos(query, language, topic, min_stars, sort, ...)

Search open-source GitHub repositories by keywords (hybrid keyword + semantic search) with optional language, topic and star filters.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Search words, e.g. \"vector database\". May be empty if a filter is given."
    },
    "language": {
      "type": "string",
      "description": "Primary language as GitHub names it, e.g. \"Rust\", \"TypeScript\"."
    },
    "topic": {
      "type": "string",
      "description": "Topic slug, e.g. \"machine-learning\"."
    },
    "min_stars": {
      "type": "integer",
      "minimum": 0
    },
    "sort": {
      "type": "string",
      "enum": [
        "relevance",
        "stars",
        "recent"
      ]
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number (default 1)."
    },
    "per_page": {
      "type": "integer",
      "minimum": 1,
      "maximum": 50,
      "description": "Results per page (default 20, max 50)."
    }
  }
}
🟢get_repo(repo)

Details for one repository: stars, forks, language, license, topics, SrcLog score, dates and links.

Input Schema

{
  "type": "object",
  "properties": {
    "repo": {
      "type": "string",
      "description": "GitHub full name, e.g. \"laravel/framework\"."
    }
  },
  "required": [
    "repo"
  ]
}
🟢similar_repos(repo, limit)

Repositories semantically similar to the given one — useful for finding alternatives.

Input Schema

{
  "type": "object",
  "properties": {
    "repo": {
      "type": "string",
      "description": "GitHub full name, e.g. \"laravel/framework\"."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 50,
      "description": "Default 10."
    }
  },
  "required": [
    "repo"
  ]
}
🟢list_topics

All curated topics (slug, title, description).

Input Schema

{
  "type": "object",
  "properties": {}
}
🟢topic_repos(topic, page, per_page)

Most-starred repositories tagged with a topic.

Input Schema

{
  "type": "object",
  "properties": {
    "topic": {
      "type": "string",
      "description": "Topic slug, e.g. \"rust\" or \"machine-learning\"."
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number (default 1)."
    },
    "per_page": {
      "type": "integer",
      "minimum": 1,
      "maximum": 50,
      "description": "Results per page (default 20, max 50)."
    }
  },
  "required": [
    "topic"
  ]
}
🟢top_developers(type, language, country, sort, page, ...)

Ranking of GitHub developers or organizations by total stars (or forks, watchers, repos), optionally by language and country.

Input Schema

{
  "type": "object",
  "properties": {
    "type": {
      "type": "string",
      "enum": [
        "developers",
        "organizations"
      ],
      "description": "Default \"developers\"."
    },
    "language": {
      "type": "string",
      "description": "Primary language, e.g. \"Go\"."
    },
    "country": {
      "type": "string",
      "description": "ISO 3166-1 alpha-2 code, e.g. \"UA\"."
    },
    "sort": {
      "type": "string",
      "enum": [
        "stars",
        "forks",
        "watchers",
        "repos"
      ]
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number (default 1)."
    },
    "per_page": {
      "type": "integer",
      "minimum": 1,
      "maximum": 50,
      "description": "Results per page (default 20, max 50)."
    }
  }
}
🟢get_owner(login, page, per_page)

Profile, totals, ranking positions and most-starred repositories of a GitHub user or organization.

Input Schema

{
  "type": "object",
  "properties": {
    "login": {
      "type": "string",
      "description": "GitHub login, e.g. \"sindresorhus\"."
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number (default 1)."
    },
    "per_page": {
      "type": "integer",
      "minimum": 1,
      "maximum": 50,
      "description": "Results per page (default 20, max 50)."
    }
  },
  "required": [
    "login"
  ]
}

Community

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Evidence

Recent observations

verifiedversion not recorded7 tools