Glama AI
Glama AI operates an MCP (Model Context Protocol) marketplace and gateway that aggregates more than 23,000 open-source MCP servers and 4,000 hosted connectors, each maintainer-verified, continuously rebuilt, and scored for quality and safety. Customers use Glama to discover MCP tools, test them in an ephemeral MCP Inspector sandbox, host servers on managed infrastructure, and route AI client traffic through the Glama Gateway with JSON-RPC logging, per-tool access control, managed OAuth, and usage analytics. The platform also exposes an AI Gateway that unifies access to OpenAI, Anthropic, Google, DeepSeek, Mistral, and xAI models. Pricing is a freemium SaaS with paid tiers at $9, $26, and $80/month that bundle AI credits and hosted MCP server slots; open-source MCP maintainers can host for free.
Limited machine-readable signal and partial portal coverage — documentation a human can read, but little a machine or agent can consume without scraping.
API Evangelist profiles Glama AI the way a machine reads it — 13 machine-readable artifacts across 6 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.
Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Glama AI scores 40.3/100 (thin), with a separate agent-readiness read of 48/100 (agent ready). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.
Kin Score
This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
How we profile Glama AI
Each block below is one kind of artifact we hold for Glama AI. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.
APIs 6
Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.
Individual APIs this provider publishes, each with its own machine-readable definition.
Glama MCP Marketplace & Gateway
Glama's MCP platform indexes open-source MCP servers and hosted connectors, offers an ephemeral MCP Inspector, hosts MCP servers on managed infrastructure, and proxies MCP traff...
Glama AI Auth API
The Auth API from Glama AI — 1 operation(s) for auth.
Glama AI Chat Completions API
The Chat Completions API from Glama AI — 1 operation(s) for chat completions.
Glama AI Models API
The Models API from Glama AI — 2 operation(s) for models.
Glama AI Observability API
The Observability API from Glama AI — 1 operation(s) for observability.
Glama AI Responses API
The Responses API from Glama AI — 1 operation(s) for responses.
Open Collections 1
Open, tool-agnostic collections carry the same runnable value as Postman without locking you to one client — the portable, forkable form of the same exercise.
Open, tool-agnostic API collections (OpenAPI-derived and Bruno).
Glama Gateway API
OPEN COLLECTIONPricing Plans 1
Pricing is part of the interface. Machine-readable plans tell you what a tier costs and includes before you commit — one of the six things the Kin Score reads for commercial clarity.
Published pricing tiers and plan structures.
Glama Plans Pricing
PLANSRate Limits 1
Rate limits are the difference between a demo that works and a production integration that doesn't fall over. Publishing them is an operational-transparency signal — and a hard requirement for any agent that plans its own throughput.
Documented rate limits and quota policies.
Glama Rate Limits
RATE LIMITSFinOps 1
Cost, billing, and metering signals let a buyer model the financial operations of an API before it's live. We profile them for the same reason we profile pricing: the money is part of the contract.
Cost, billing, and metering signals for API financial operations.
Glama Finops
FINOPSSecurity Posture 2
Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Agentic Access 1
An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.
Recommended x-agentic-access execution contracts for AI agents.
Resources
Every other property we hold for Glama AI — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.
Get Started 1
Portal, sign-up, and the first successful call
Agent Surfaces 2
MCP servers, agent skills, and machine-readable catalogs
Access & Security 2
Authentication, authorization, and security posture
Commercial 3
Pricing, plans, and the legal terms of use
Company 3
The organization behind the API
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