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Glama

Glama is an all-in-one AI workspace combining an MCP server marketplace and registry, a managed MCP gateway, one-click MCP server hosting, an OpenAI-compatible LLM gateway routing 90+ models across OpenAI, Anthropic, Google, DeepSeek, Mistral, xAI and other providers, and Glama Chat with built-in projects, memory, web tools, and automations. The Glama MCP Registry indexes 23,000+ MCP servers, 4,000+ managed connectors, and 169,000+ tools across 86 categories, and Glama positions itself as a superset of the official MCP Registry, with maintainer verification, continuous rebuilds, and capability-level quality scoring. The Glama MCP Gateway fronts every hosted, remote, or custom MCP server behind a per-user endpoint with full JSON-RPC logging, per-tool access control, managed OAuth 2.1, and audit log export. The Glama AI Gateway is OpenAI-compatible at `https://gateway.glama.ai/v1` and provides prompt caching, load balancing, fallbacks, reasoning effort levels, web search and fetch tools, real-time cost analytics, and consolidated billing with no markup.

human only

More than an index entry, but the surface is still mostly links rather than artifacts — the cohort most likely to move a full band from modest, well-targeted work.

Kin Score

API Evangelist profiles Glama the way a machine reads it — 29 machine-readable artifacts across 7 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 scores 29.5/100 (emerging), with a separate agent-readiness read of 0/100 (human only). 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 Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 29.5/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 6.3 / 20
Operational Transparency 6.2 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3

How we profile Glama

Each block below is one kind of artifact we hold for Glama. 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 7

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 AI Gateway

OpenAI-compatible LLM gateway exposing 90+ models from OpenAI, Anthropic, Google, DeepSeek, Mistral, xAI, Moonshot, Alibaba (Qwen), Cohere, and Perplexity behind a single base U...

Glama MCP Gateway

Reverse-proxy MCP gateway that fronts hosted, remote, and custom MCP servers under a per-user endpoint of the form `https://glama.ai/endpoints//mcp`. The gat...

Glama MCP Server Registry

Comprehensive index of 23,000+ MCP servers, 4,000+ managed connectors, and 169,000+ tools spanning 86 curated categories. Every server is maintainer-verified, continuously rebui...

Glama MCP Hosting

One-click managed hosting for any MCP server. Submit a GitHub repository and Glama indexes every tool, schema, and annotation, then offers a single click to deploy the server on...

Glama MCP Inspector

Browser-based MCP debugger that spins up an ephemeral sandbox from a server URL. Lets developers exercise tools with structured inputs, view raw JSON-RPC traffic, complete OAuth...

Glama Chat and Playground

All-in-one AI workspace that chats with any MCP server the user owns, routed through the Glama Gateway so every tool call is visible and controllable. Supports file uploads (PDF...

Glama Automations

Workflow automation primitive on the Glama platform. Composes MCP servers, the AI gateway, and Glama Chat into scheduled or event-triggered jobs (e.g., GitHub pull-request secur...

Scroll within the panel for all 7 ·

Features 21

The notable capabilities this provider advertises, captured as structured features so they can be searched and compared instead of read one landing page at a time.

Notable capabilities this provider offers.

MCP server registry indexing 23,000+ servers, 4,000+ connectors, and 169,000+ tools across 86 categories
Maintainer-verified and continuously rebuilt MCP servers with quality and safety scoring
Browser-based MCP Inspector with ephemeral sandbox, JSON-RPC trace view, OAuth flow handling, and shareable sessions
One-click MCP server hosting from any GitHub repository with persistent storage and SSE security
Free open-source MCP server hosting
MCP Gateway with per-user endpoint, full JSON-RPC payload logging, per-tool access control, OAuth 2.1 credential management, audit log export, and session lifecycle tracking
Upstream tool-definition rewriting at the gateway layer
OpenAI-compatible AI gateway at `https://gateway.glama.ai/v1`
90+ models across OpenAI, Anthropic, Google, DeepSeek, Mistral, xAI, Moonshot (Kimi), Alibaba (Qwen), Cohere, and Perplexity
Drop-in SDK compatibility with OpenAI SDKs and LangChain
Prompt caching, load balancing, automatic fallbacks, and reasoning-effort presets (low / medium / high)
Web search and web fetch tools across the gateway
Real-time cost analytics and consolidated billing with no markup on listed provider prices
~40ms median gateway latency and stated 99% uptime
No rate limits under 1B tokens/day; higher quotas negotiable within 48 hours
Glama Chat playground with file uploads (PDFs), projects, memory, persistent storage, custom exports, and any MCP server the user owns
Automations primitive composing MCP servers, the AI gateway, and Chat into scheduled or triggered workflows
MCP Sampling support (servers can request LLM completions during execution)
Progress notifications, audio/image responses, and elicitations support in MCP
Lightport, an open-source lightweight gateway that makes LLM providers OpenAI-compatible
Three commercial plans (Starter $9, Pro $26, Business $80) bundling AI credits and fast hosted MCP servers

Scroll within the panel for all 21 ·

Security Posture 1

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.

Glama Ai Domain Security

TLSv1.3 · DNSSEC · DMARC

SECURITY

Resources

Every other property we hold for Glama — 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 3

Portal, sign-up, and the first successful call

Build 3

SDKs, sample code, and the tooling you integrate with

Access & Security 2

Authentication, authorization, and security posture

Company 3

The organization behind the API

Other 1

Properties that don't map to a standard resource type

← All providers · Data indexed from github.com/api-evangelist/glama-ai · machine-readable index on apis.io