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MCPAgentic engineers

Glama, Joute's Review

Review of Glama, the multi-model LLM gateway for developers. Pricing, alternatives, who it's for.

J
The Jouster
Tests AI tools for real, from Paris
Updated
4 min read
Tool fact sheet
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Glama
glama.ai
0/ 10
Joute score
Price
Usage-based API
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Obsolescence risk0/10 · Risky
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Glama homepage, mcp & connectors AI tool
Glama : homepage

Glama in brief

An LLM API aggregator with monitoring and cost management, useful for teams that want to centralize their multi-model access with observability.

  • PriceUsage-based API
  • CategoryMCP and infra
  • RecommendedWith caveats

The essentials

  • API gateway that centralizes access to multiple LLMs (OpenAI, Anthropic, Gemini, etc.)
  • OpenAI-compatible API for easy migration
  • Cost and usage monitoring dashboard per model
  • Integrated MCP (Model Context Protocol servers) directory

What is Glama?

Glama is an LLM gateway that lets you access many models through a single OpenAI-compatible API. The main argument: centralize the costs, usage and logs of all your LLM calls in one dashboard rather than separately managing OpenAI, Anthropic and Google dashboards. Glama also offers a directory of MCP (Model Context Protocol) servers that simplifies discovery and integration of tools for AI agents. Positioned close to OpenRouter but with more emphasis on observability and agent tooling.

Strengths

Centralized observability

One place to see all LLM calls, costs, latencies and errors across your entire AI infrastructure. Useful when you're running multiple models in production.

Integrated MCP directory

Glama maintains a catalog of verified MCP servers. For developers building agents with the MCP protocol, it's a useful discovery resource.

OpenAI-compatible

Like OpenRouter, migration is simple: change the base URL, keep your existing code.

Limits

Less established than OpenRouter

OpenRouter is more well-known, has more models available, and a larger community. Glama is a younger competitor.

Additional intermediary layer

Any gateway adds latency and a potential failure point. For critical applications, evaluate whether centralization is worth that cost.

Pricing

Usage-based API with token markup. Check glama.ai for current rates.

Alternatives

Glama = multi-model LLM gateway. Alternative OpenRouter (openrouter.ai) = more models, larger community, similar positioning. Alternative LiteLLM (litellm.ai) = open source, self-hostable, same use case.

Verdict

Glama is interesting if you're looking for an LLM gateway with an observability focus and integrated MCP directory. For pure model aggregation, OpenRouter is more complete. For self-hosting, LiteLLM is more appropriate.

FAQ

How many models does Glama support?

Glama supports major providers (OpenAI, Anthropic, Google, Mistral, etc.) and their models. Check glama.ai for the exact catalog.

Does Glama add latency?

Any intermediary adds a few milliseconds. In practice, the impact is negligible for the majority of use cases.

Is the Glama MCP directory free?

Yes, the directory is a free discovery service. Usage of third-party MCP servers remains subject to those servers' terms.

Is Glama GDPR compliant?

Check the privacy policy at glama.ai. Data transmitted to models passes through their servers before going to providers.


Joute may earn a commission on subscriptions made via links in this article. This doesn't change our reviews.

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Screenshots Glama

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Glama homepage, mcp & connectors AI tool
Homepage
Glama pricing page: plans and rates
Pricing
Glama interface in use
In use 1
Glama dashboard view
In use 2
Glama in action, mcp & connectors AI tool
In use 3
Glama app screen
In use 4
The Jouster's verdict

Glama : 0/10.

An LLM API aggregator with monitoring and cost management, useful for teams that want to centralize their multi-model access with observability..

Test Glama yourself

A free trial is available. Plan thirty minutes to form your own opinion.

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Glama

Usage-based API