Glama
Glama is a bootstrapped infrastructure company building the largest registry, gateway, and hosting layer for the Model Context Protocol (MCP) ecosystem, serving 50,000+ developers and enterprises like Databricks, Cloudflare, and Shopify with MCP discovery tools, one-click hosting, and an OpenAI-compatible AI Gateway spanning 100+ models.
- Company typePrivate
- Founded2024
- Headquarters—
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Glama does
Glama is a bootstrapped, founder-led infrastructure company founded in 2024 that builds the operating layer for the Model Context Protocol (MCP) ecosystem, the emerging standard for connecting large language models to external tools and data sources. The company operates the largest indexed MCP registry in the market, with 49,250 servers, 6,751 hosted connectors, and 315,977 tools, every entry of which is maintainer-verified, continuously rebuilt, and scored for quality and safety. Its product surface spans five core capabilities: the MCP Server Registry (discovery), the MCP Inspector (browser-based testing), the MCP Gateway (reverse proxy with managed OAuth, per-tool access control, logging, and analytics), one-click MCP Hosting (managed infrastructure with persistent volumes), and the AI Gateway (an OpenAI-compatible API exposing 100+ models from 13+ providers including OpenAI, Anthropic, Google, DeepSeek, Mistral, xAI, Cohere, Alibaba Qwen, and Z.ai under unified billing with zero rate limits). Complementary surfaces include an AI Chat/Playground with native MCP support, a weekly newsletter reaching 60,000+ developers, and open-source frameworks (FastMCP, mcp-proxy, mcp-client) that anchor the developer ecosystem.
The platform is consumed by 50,000+ developers, processes over 1M tool calls per month, hosts 30,000+ active private MCP server instances, draws 200k+ monthly site visitors, and is trusted by named enterprises including Databricks, Accenture, Shopify, Cloudflare, Duolingo, Zomato, Zillow, Square, UiPath, and Neo4j. Revenue is generated primarily through a freemium and usage-based model: browsing the registry, local installation, and basic hosted connectors are free, while paid hosting on Glama infrastructure, AI Gateway API usage (priced per million tokens across providers), and premium features (advanced analytics, priority support) constitute the monetized surface. Distribution is fully product-led and self-serve via the web platform, SDK-compatible APIs, and pre-filled configuration blocks for MCP-compatible clients (Claude Desktop, Claude Code, ChatGPT, Cursor, VS Code, Zed, JetBrains). The company reports 98.83% uptime over 60 days and continues to ship roughly a feature a week across infrastructure, model coverage, and developer experience.
The go-to-market motion combines product-led growth (free-to-browse registry), community-led adoption (the two largest MCP communities on Reddit at 100k+ and Discord at 10k+, plus a 60k+ weekly newsletter), and API-first distribution (OpenAI-compatible endpoints that drop into existing LangChain/LiteLLM stacks). The company remains extremely lean—bootstrapped by its founder since 2024, with 1-10 employees, currently hiring its first full-time engineer—with no external funding, institutional investors, or parent company identified in the available sources.
Glama firmographics
Firmographics- Name
- Glama
- Legal name
- Glama
- Website
- https://glama.ai
- Company type
- Private
- Founded year
- 2024
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Glama is a bootstrapped infrastructure company building the largest registry, gateway, and hosting layer for the Model Context Protocol (MCP) ecosystem, serving 50,000+ developers and enterprises like Databricks, Cloudflare, and Shopify with MCP discovery tools, one-click hosting, and an OpenAI-compatible AI Gateway spanning 100+ models.
- Ownership category
- akta.pro rank
Glama industry classification
Industry- Product category
- AI Development Infrastructure
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Network Performance, Visibility & SLA Monitoring (Managed NPM/Observability) (HDAIAFAI)
Keywords
Glama business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- MCP Server Hosting: Free to browse and install MCP servers locally. Paid hosting on Glama infrastructure with managed credentials, call logs, and analytics. Pricing based on server deployment and usage.
- AI Gateway API Access: Provides API access to 100+ AI models with unified billing, zero rate limits, and intelligent routing. Revenue generated through API usage with pricing per million tokens varying by model provider.
- Premium Features and Support: Premium features include advanced analytics, priority support, and enhanced API capabilities for professional developers and enterprise users.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Pay-as-you-go | Free browsing and local installation of MCP servers |
| Freemium | Pay-as-you-go | Hosted MCP connectors - free to use with optional gateway features |
Go-to-market motion3 records
Distribution channels3 records
Marketing channels6 records
Glama product offering
Product offeringCore offering
Glama builds infrastructure for the Model Context Protocol (MCP) ecosystem, providing the largest free public MCP server registry (49,250+ servers), a browser-based MCP Inspector for testing, an MCP Gateway reverse proxy with access control, hosted MCP Connectors, and an OpenAI-compatible AI Gateway offering access to 100+ AI models from providers such as OpenAI, Anthropic, Google, DeepSeek, Mistral, and xAI through a single API with unified billing.
Product overview
Glama is an all-in-one AI workspace and MCP (Model Context Protocol) infrastructure platform consisting of several integrated products. The core offerings include: the MCP Server Registry (the largest free directory with 49,250+ servers and 315,977+ tools), MCP Inspector (browser-based testing tool), MCP Gateway (reverse proxy with access control and analytics), and MCP Connectors (6,751+ hosted pre-configured servers). These MCP products are complemented by the AI Gateway (OpenAI-compatible API for 100+ LLMs with unified billing) and AI Chat/Playground (conversational interfaces with native MCP support). Open-source tools including FastMCP, mcp-proxy, and mcp-client support the developer ecosystem. The platform serves 50,000+ developers and processes 1M+ tool calls per month.
Differentiator
Problem solved
Functional benefit
Products and services
- MCP Server Registry The largest free public directory of Model Context Protocol (MCP) servers, indexing 49,250+ servers with tools, schemas, license information, quality scores, and security audits. Every server is maintainer-verified and continuously rebuilt. Designed for AI/ML developers and enterprise teams building MCP-based applications.
- MCP Inspector A fully spec-compliant browser-based tool for testing any MCP server without installation. Supports tools, resources, prompts, tasks, elicitation, sampling, OAuth 2.1, and multiple transports. Designed for developers debugging or evaluating MCP servers.
- MCP Gateway A reverse proxy that sits in front of every MCP server and connector with full logging, per-tool access control, managed OAuth credentials, and usage analytics. Designed for enterprise teams needing observability and security across MCP integrations.
- MCP Connectors Pre-configured hosted MCP servers (6,751+) that can be plugged into any MCP-compatible client in one step. Includes managed credentials, hosting, and per-tool access control. Targeted at developers who want to integrate external services (Linear, Stripe, PostHog, etc.) without running infrastructure.
- AI Gateway OpenAI-compatible API providing access to 100+ AI models from multiple providers (OpenAI, Anthropic, Google, DeepSeek, Mistral, xAI, etc.) with unified billing, zero rate limits, and automatic provider selection based on success rate, cost, and latency. Designed for developers integrating LLMs into applications.
- AI Chat ChatGPT-like conversational AI interface with native MCP support, model switching, conversation search, and access to thousands of MCP servers. Supports 50,000+ developers.
- AI Playground Chat interface with AI that can use any MCP server, routed through the Glama Gateway where every tool call is visible and controllable. Designed for developers experimenting with MCP integrations.
Quantifiable outcome
- LLMs select tools with well-written descriptions 260% more often (based on study of 10,831 MCP servers)
- +1 more outcomes
Companies that use Glama
Customer profileNamed customers10 records
Segments3 records
Ideal customer profiles2 records
Glama technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration11 records
AI capability12 records
Feature6 records
Glama partnerships and signals
Strategic signalPartnerships
15 partnerships are on record, tiered core.
- OpenAIcoreOpenAI models (GPT-4, GPT-4o, GPT-4o-mini, o-series, GPT-5 series) are accessible through Glama's AI Gateway with unified API access, intelligent routing, and unified billing.
- AnthropiccoreAnthropic Claude models (Claude Opus, Claude Sonnet, Claude Haiku) are accessible through Glama's AI Gateway with unified API access.
- GooglecoreGoogle models (Gemini series) accessible through Glama's AI Gateway via Google Vertex and Google AI Studio providers.
- DeepSeekcoreDeepSeek models accessible through Glama's AI Gateway, providing cost-effective alternative AI model access.
- MistralcoreMistral models (Ministral, Mistral Large, Pixtral, Devstral) accessible through Glama's AI Gateway.
- xAIcorexAI Grok models accessible through Glama's AI Gateway, providing access to Grok-2, Grok-3, and reasoning variants.
- MoonshotcoreMoonshot Kimi models accessible through Glama's AI Gateway, supporting long-context and multimodal capabilities.
- CoherecoreCohere models accessible through Glama's AI Gateway for enterprise AI applications.
- PerplexitycorePerplexity models accessible through Glama's AI Gateway for search-augmented AI applications.
- CloudflarecoreCloudflare AI models accessible through Glama's AI Gateway, enabling edge AI deployments.
- DeepinfracoreDeepinfra models accessible through Glama's AI Gateway as an infrastructure provider.
- AlibabacoreAlibaba Qwen models accessible through Glama's AI Gateway, supporting multilingual and coding capabilities.
- Z.ai (Zhongjing)coreZ.ai GLM models (GLM-4, GLM-5 series) accessible through Glama's AI Gateway, supporting reasoning and agentic capabilities.
- Model Context Protocol (MCP) EcosystemcoreGlama builds on the official MCP Registry (modelcontextprotocol.io) with deeper per-connector data and full control plane. Collaborates with MCP steering group for ecosystem growth.
- MCP Client Vendors (Claude, ChatGPT, Cursor, VS Code)coreGlama's MCP servers and connectors are compatible with Claude Desktop, Claude Code, ChatGPT, Cursor, Windsurf, VS Code, Zed, and JetBrains IDEs through the MCP specification.
Scale indicators7 records
Recent moves6 records
Expansion highlights6 records
Glama competitors and assessment
Company assessmentBroad incumbents
- OpenAI: OpenAI is a core model provider accessible through Glama's AI Gateway and has begun natively supporting MCP in ChatGPT, positioning it as both a critical partner and a potential direct competitor.
- Hugging Face: Hugging Face operates the leading model and dataset hub and inference API, comparable to Glama's registry + AI Gateway offering for AI developers and enterprises.
- Zapier: Zapier has launched MCP server support for its 7,000+ app integrations, positioning it as a broader incumbent in the tool-integration and agent-action layer where Glama also competes.
- Anthropic: Anthropic created the Model Context Protocol and builds first-party MCP support into Claude Desktop and Claude Code; it sets the protocol Glama depends on while also offering overlapping tooling.
- Cloudflare Workers AI: Cloudflare offers edge AI inference and is both an integration partner and potential competitor to Glama's AI Gateway; it also ships its own MCP-compatible infrastructure.
Direct peers
- Smithery: Smithery operates an MCP server registry and hosting service, making it a direct competitor to Glama's registry and hosted MCP connector products in the developer-tools layer.
- Composio: Composio provides managed tool integrations and an MCP server platform for AI agents, directly overlapping with Glama's hosted MCP connectors and gateway offerings for developer and enterprise customers.
- Replicate: Replicate provides a unified cloud API to run hundreds of AI models with usage-based billing, directly comparable to Glama's AI Gateway model-aggregation and routing proposition.
- MCP.so: MCP.so is a public directory and discovery site for MCP servers, competing head-to-head with Glama's MCP server registry as a developer-discovery surface.
- Together AI: Together AI offers hosted open-model inference with an OpenAI-compatible API, overlapping with Glama's AI Gateway in serving developers that need multi-provider LLM access.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks5 records
Key highlights7 records
Customer concentration
Glama social profiles
Digital presenceGlama financial estimates
Financial estimateRevenue estimate
Valuation estimate
Glama leadership team
Management profileNumber of profiles
Profiles1 record
Glama funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Glama M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Glama
What does Glama do?
Glama builds infrastructure for the Model Context Protocol (MCP) ecosystem, providing the largest free public MCP server registry (49,250+ servers), a browser-based MCP Inspector for testing, an MCP Gateway reverse proxy with access control, hosted MCP Connectors, and an OpenAI-compatible AI Gateway offering access to 100+ AI models from providers such as OpenAI, Anthropic, Google, DeepSeek, Mistral, and xAI through a single API with unified billing.
Is Glama a public or private company?
Glama is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Glama founded?
Glama was founded in 2024. It employs 1 to 10 people.
How does Glama make money?
Three revenue lines are on record. MCP Server Hosting is the primary driver. The others are AI Gateway API Access and premium Features and Support.
Who are Glama's main competitors?
Broad incumbents on record are OpenAI, Hugging Face, Zapier, Anthropic and Cloudflare Workers AI. Direct peers are Smithery, Composio, Replicate, MCP.so and Together AI.
Does Glama have an API?
Yes. Glama Gateway is an OpenAI-compatible API for LLMs that allows developers to access 100+ AI models from dozens of providers through a single, consistent interface. The API supports POST /v1/chat/completions for making chat completion requests using OpenAI-compatible SDKs, GET /v1/models for listing available models, and GET /v1/completion-requests/:id for getting request status. It supports OAuth PKCE for authorization, prompt caching, request labeling via x-glama-metadata header, and request logging. The gateway has no rate limits. Developer documentation is at gateway.glama.ai/reference.
What industry is Glama in?
Glama's product category is AI Development Infrastructure. Its primary akta.pro industry code is HDAIAFAI, Network Performance, Visibility & SLA Monitoring (Managed NPM/Observability). Its NAICS code is 51821 and its SIC code is 7370.