GitHub MCP Registry Servers Scraper

MCP Registry API — Server Metadata Export

tugelbay/multi-registry-mcp-intelligence

Search the official MCP Registry API and export server names, descriptions, versions, lifecycle status, repositories, and update dates as JSON or CSV.

MCP Server Registry and Security Scorer

george.the.developer/mcp-server-registry-scorer

Profile MCP servers from the official registry, enrich package metadata, and score security risk for agent builders.

Glama MCP Servers Scraper - MCP Registry Data

benthepythondev/glama-mcp-servers-scraper

Scrape Glama MCP server registry pages and extract open-source MCP server names, URLs, descriptions and metadata.

MCP.so Servers Scraper - MCP Marketplace Data

benthepythondev/mcp-so-servers-scraper

Scrape MCP.so marketplace pages and extract MCP server names, URLs, descriptions and agent-integration metadata.

MCP Registry Tracker (official registry, deltas + trending)

sellavir/mcp-registry-tracker

Tracks the official Model Context Protocol registry. Delta mode emits only servers that are new/updated/deprecated/deleted since your last run, with canonical dedup, optional GitHub stars enrichment, and trending ranks.

mcp-server-catalog is an Apify Actor that scrapes the top awesome-mcp-server GitHub lists, scores every MCP (Model Context Protocol) server on six quality dimensions (stars, recency, license, description, docs, activity), and returns a ranked dataset of production-ready MCP servers.

Discover and scrape MCP (Model Context Protocol) servers from public directories. Extract server names, descriptions, categories, endpoints, GitHub links, documentation, tags, providers, and metadata. Export clean JSON or CSV for AI agent discovery, research, and automation workflows.

Glama MCP Registry Scraper

maximedupre/glama-mcp-registry-scraper

Collect public Glama MCP server records from the catalog, text search, or exact server IDs. Export identity, descriptions, attributes, MCP capability data when available, environment schema data, repository facts, and readiness fields.

MCP.so Server Directory Scraper

jungle_synthesizer/mcp-so-server-directory-scraper

Scrape the complete MCP.so server directory — the 3rd canonical MCP registry alongside Smithery and Glama. Extracts server name, author, category, tags, capabilities, install command, GitHub repo URL, README, and more for every listed MCP server.