AiCensus.

§ Comparison · Updated May 2026

Glama vs Smithery.

Glama and Smithery are frequently shortlisted together. Both compete in the mcp & skills platforms space, so the right pick comes down to pricing model, ecosystem, and the specific features you'll lean on. This page lays out the spec sheet, an editor verdict, and answers to the questions people search before choosing.

§ Verdict

Highest rated

Smithery

Editor score 4.2/5 — leads on overall quality across our evaluation.

Best value

Glama

freemium with paid tiers pricing — the lowest-friction option of the group.

Broadest feature set

Glama

5 headline features — the most all-in-one option.

§ Spec sheet

Rating

Glama

4.0

Smithery

4.2

Pricing

Glama

Freemium

Smithery

Freemium

Category

Glama

MCP & Skills Platforms

Smithery

MCP & Skills Platforms

Features

Glama

  • • AI gateway with multi-provider routing
  • • MCP server directory
  • • Cost tracking and monitoring
  • • API key management
  • • Usage analytics dashboard

Smithery

  • • MCP server marketplace and registry
  • • One-click installation
  • • Curated and community servers
  • • Integration with Claude and other assistants
  • • Server documentation and ratings

Pros

Glama

  • + Combined gateway and MCP directory
  • + Good cost visibility
  • + Multi-provider support

Smithery

  • + Largest MCP server directory
  • + Easy discovery and installation
  • + Growing community

Cons

Glama

  • − Newer platform with smaller community
  • − Gateway adds latency
  • − Limited advanced features

Smithery

  • − MCP ecosystem still early
  • − Some servers are experimental
  • − Limited to MCP-compatible assistants

Use Cases

Glama

Managing AI API costsDiscovering MCP serversMulti-provider AI routingAI usage monitoring

Smithery

Extending AI assistant capabilitiesDiscovering MCP integrationsBuilding custom AI workflowsConnecting AI to tools and APIs

Visit

Glama

Smithery

§ Best for

Pick Glama for

AI platform teams who need managing ai api costs.

Read full review →

Pick Smithery for

AI developers who need extending ai assistant capabilities.

Read full review →

§ Common questions

Glama vs Smithery — which is better?

It depends on what you're optimizing for. Smithery edges Glama on our editor rating (4.2 vs 4.0), but ratings are a coarse signal. The verdict above breaks down which one wins for budget, feature breadth, and self-hosting.

Are these tools free?

Yes — every tool here has a free or freemium tier. The differences are in usage limits, advanced features, and how aggressive each free tier is.

When should I pick Glama over Smithery?

Pick Glama when managing ai api costs matters more than Smithery's strengths in extending ai assistant capabilities. The "best for" callouts above translate this into concrete personas.

Are there other tools to consider?

Yes — every tool in this comparison has its own alternatives page that ranks the closest competitors. Click any tool name to drill into its full review and alternatives list.

Editorial verdicts, not algorithmicDisagree? Tell us →