Glama MCP Servers Scraper - MCP Registry Data

Glama MCP Registry Scraper

maximedupre/glama-mcp-registry-scraper

Scrape Glama MCP registry servers from catalog, search, or server IDs. Export source-backed MCP server metadata, environment schema, repository facts, and readiness fields.

Aggregate public MCP server, ChatGPT app, and Claude connector listings from Glama.ai, PulseMCP, mcp.so, and MCP App Store into one deduplicated dataset.

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.

Glama MCP Registry Scraper - 23K Model Context Protocol Servers

jungle_synthesizer/glama-mcp-registry-scraper

Scrape Glama's MCP registry for 23K+ Model Context Protocol servers. Returns metadata, tool/resource/prompt schemas, install commands, attributes (official, remote-capable), source repos, and language. Supports full catalog, search, and single-server modes. Pairs with Smithery MCP scraper.

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.

MCP Server Discovery & Quality Scanner

express_kingfisher/mcp-server-discovery-scanner

Programmatic Model Context Protocol (MCP) server registry scanner. Scrapes Glama MCP registry, audits remote/local configurations, checks JSON schemas, and calculates custom quality and developer scores.

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.

Smithery MCP Servers Scraper - MCP Directory Data

benthepythondev/smithery-mcp-servers-scraper

Scrape Smithery MCP server directory pages and extract server names, URLs, descriptions and AI-agent tool metadata.

For MCP server