What Glama does well, where it falls short, and how AI Agents Listing compares as an alternative.
| Glama | |
|---|---|
| Listings | 80K+ auto-indexed MCP servers, 633K indexed tools |
| Scope | MCP servers, clients, hosting, gateway and a directory API |
| Pricing | Category sponsor $200/mo, featured $600/mo, both labeled as ads |
| Coverage | AI agentsMCP serversAgent skills |
| Notable | A to F quality grades and security audits on every server |
Glama runs the biggest MCP catalog anywhere: over 80K auto-indexed servers and 633K individually searchable tools, organized into 85 curated categories. The data depth is unmatched, with A to F quality and maintenance grades, security audits, hosting and language facets, GitHub stats, weekly downloads, an in-browser MCP Inspector and a Directory API. Its advertising is a model of honesty: sponsorships are cheap, clearly labeled, tagged rel="sponsored", and backed by a stated editorial firewall so payment never touches rankings. It claims 1.6M visits per month and counts enterprise names like Databricks, Shopify and Cloudflare among its users. If you need to evaluate an MCP server on hard data, Glama is genuinely hard to beat.
Two reasons come up. First, scope: Glama is MCP-only. There are no AI agents and no agent skills, so anyone researching the full agentic stack still needs two more tabs open. Second, the auto-indexing that gives Glama its scale also floods it with low-quality wrapper servers, and 80K listings is a lot of noise to grade your way through. The UX is dense and technical, and the directory ultimately exists as a funnel into Glama's chat and gateway business rather than as the product itself.
aiagentslisting.com takes the opposite bet: curation over coverage, across three verticals instead of one. We list AI agents, MCP servers and agent skills and cross-link them, so you can see which agents work with a server and which skills extend an agent. Every listing is human-reviewed before publication rather than auto-indexed, rankings come from community engagement via our Heat score and never from spend, and listing is free forever with transparent pricing for anything beyond that. We happily admit Glama's editorial firewall is the trust standard we hold ourselves to; we are newer and far smaller, and our MCP catalog will never chase their raw count.
PulseMCP is the quality-and-credibility leader on the MCP side, with around 22K servers updated daily and a co-founder on the MCP Steering Committee. mcp.so spans servers, clients, skills and a small agents section if breadth matters more to you than curation.
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