Methodology

Sources

• official-mcp-registry: https://registry.modelcontextprotocol.io/v0.1/servers?version=latest
• modelcontextprotocol/servers: https://github.com/modelcontextprotocol/servers (src/*)
• github-search:mcp-topics: GitHub search topic:mcp-server, topic:model-context-protocol (sorted by stars)
• github-search:skills-topics: GitHub search topic:agent-skills, topic:claude-skills, topic:claude-code-skills
• github:anthropics/skills: https://github.com/anthropics/skills (SKILL.md frontmatter)
• github:openai/skills: https://github.com/openai/skills (SKILL.md frontmatter)
• health: GitHub REST/search (stars, pushed_at, license, archived), npm registry + api.npmjs.org downloads, PyPI JSON API

Health checks

• Stars, forks, license, archived, last push: GitHub API.
• Last commit: date of the newest commit on the default branch (requires an authenticated refresh; otherwise "last push" is used).
• npm: last publish (registry modified), latest version, deprecation, weekly downloads (api.npmjs.org).
• PyPI: latest release upload date.
• MCP Registry: status, version and last update from the official registry.
• Freshness: Fresh ≤30 days since last activity · Active <180 days · Stale ≥180 days · Archived = archived on GitHub.

Last refresh: 2026-10-19T16:20:18.356Z. Categories are assigned by keyword rules and can be wrong. Request a fix.

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