Keywords AI

Glama vs Toolhouse

Compare Glama and Toolhouse side by side. Both are tools in the MCP Tooling category.

Quick Comparison

	Glama	Toolhouse
Category	MCP Tooling	MCP Tooling
Pricing	freemium	—
Best For	Developers discovering and managing MCP servers	—
Website	glama.ai	toolhouse.ai
Key Features	MCP registry Unified gateway Server discovery One API key	—

How to Choose a MCP Tooling Tool

Key criteria to evaluate when comparing MCP Tooling solutions:

MCP complianceFull adherence to the Model Context Protocol specification for interoperability.

Tool breadthNumber and variety of pre-built MCP servers and tools available.

Framework compatibilityIntegration with popular agent frameworks and LLM providers.

Security modelAuthentication, authorization, and sandboxing for tool execution.

About Glama

The App Store for MCP. Discover, test, and deploy MCP servers via a unified gateway.

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About Toolhouse

Toolhouse is a cloud platform for building AI agents with MCP-compatible tool integrations, built-in memory, and knowledge management. It provides a visual builder for creating agents that connect to data sources and APIs without managing infrastructure.

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What is MCP Tooling?

Tools and servers built around Anthropic's Model Context Protocol (MCP), enabling standardized tool use, context sharing, and agent interoperability.

Browse all MCP Tooling tools →

Frequently Asked Questions

What is MCP (Model Context Protocol)?▾

MCP is an open protocol created by Anthropic that standardizes how AI agents discover and use tools. It defines a common interface so any MCP-compatible agent can use any MCP-compatible tool, similar to how USB standardized hardware connections.

Do I need MCP tooling if I already have function calling?▾

Function calling is model-specific and requires you to define tools per integration. MCP provides a universal standard so tools built once work with any MCP-compatible agent. It is especially valuable when you need agents to discover and use tools dynamically.