Glama alternatives
The highest-scoring alternative to Glama is StackResolve at 100/100 on the AgentReady, against 56/100 for Glama.
All scored in MCP Infrastructure.
What StackResolve does that Glama does not
StackResolve passes clear product positioning, public docs discoverable, llms-full.txt / full agent docs, structured api reference, openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, agent-compatible signup flow, programmatic credential creation, fast time to first request, copyable quickstart, official python sdk, cli available, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, and Glama fails them. That is the whole of the gap between the two scores, so if none of those matter to your agent the ranking above overstates the difference.
Why people look for an alternative
Glama fails clear product positioning, public docs discoverable, llms-full.txt / full agent docs, structured api reference, openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, agent-compatible signup flow, programmatic credential creation, fast time to first request, copyable quickstart, official python sdk, cli available, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable. Each one is a place an unattended run stops, which is usually what sends someone looking in the first place.
Where Glama loses the points
| Pillar | Glama | What it measures |
|---|---|---|
| Discover | 67 | Can an agent find it at all: sitemap, robots, structured data. |
| Understand | 31 | Is there a spec, an llms.txt, a machine-readable description. |
| Adopt | 57 | Signup, keys, SDKs, and whether a human has to be involved. |
| Operate | 67 | Rate-limit headers, errors, status, and behaviour under load. |
Glama is weakest on understand at 31/100. Without a spec an agent has to guess at endpoints, and it guesses wrong. If that is the part your agent depends on, take the ranking above seriously; if it is not, Glama may still be the right pick.
What an agent runs into with Glama
These are the findings from the last audit on 2026-08-23. Each one is a place unattended software stops, which is the practical reason to look at the list above.
- Make docs reachable without auth or navigation gymnastics.
- Publish an OpenAPI spec so agents can generate a client.
- Flesh out the OpenAPI: paths, schemas, and descriptions.
- Document error responses as an enum in your OpenAPI.
- Let agents create API keys programmatically.
- Ship an official Python SDK on PyPI.
- Return X-RateLimit / Retry-After headers so agents pace themselves.
- Publish an AGENTS.md or llms-full.txt with full agent context.
What this category actually supports
Across the 8 products scored in MCP Infrastructure, host an mcp server is offered by 100%, discover mcp tools is offered by 38%, connect saas tools is offered by 25%. Anything under half is a gap you should expect to fill yourself whichever one you pick.
An agent can get this list directly: resolve("alternative to Glama") over the MCP server, or GET /v1/categories/mcp-infrastructure.