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

fully free pricing — the lowest-friction option of the group.

Broadest feature set

Glama

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

§ Spec sheet

Glama
Glama

AI gateway with built-in MCP server directory — route, monitor, and extend your AI stack.

Smithery
Smithery

The marketplace for MCP servers — discover and install AI tool integrations in one click.

Rating
4.0
4.2
PricingFreeFreemium
CategoryMCP & Skills PlatformsMCP & Skills Platforms
Features
  • • AI gateway with multi-provider routing
  • • MCP server directory
  • • Cost tracking and monitoring
  • • API key management
  • • Usage analytics dashboard
  • • MCP server marketplace and registry
  • • One-click installation
  • • Curated and community servers
  • • Integration with Claude and other assistants
  • • Server documentation and ratings
Pros
  • + Combined gateway and MCP directory
  • + Good cost visibility
  • + Multi-provider support
  • + Largest MCP server directory
  • + Easy discovery and installation
  • + Growing community
Cons
  • − Newer platform with smaller community
  • − Gateway adds latency
  • − Limited advanced features
  • − MCP ecosystem still early
  • − Some servers are experimental
  • − Limited to MCP-compatible assistants
Use Cases
Managing AI API costsDiscovering MCP serversMulti-provider AI routingAI usage monitoring
Extending AI assistant capabilitiesDiscovering MCP integrationsBuilding custom AI workflowsConnecting AI to tools and APIs
Visit

§ 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 →