Tools and servers built around Anthropic's Model Context Protocol (MCP), enabling standardized tool use, context sharing, and agent interoperability.
14 tools compared · Layer 3 · Updated March 27, 2026
Ranked by community traction, recent activity, and breadth of capabilities. Tap any tool for full pros, cons, pricing, and alternatives.
The Model Context Protocol (MCP) is an open standard created by Anthropic for connecting AI models to external tools, data sources, and services. Announced in November 2024, MCP provides a universal interface that enables any AI agent to discover, connect to, and interact with any MCP-compatible server, creating an interoperable ecosystem for agentic AI applications.
+Open standard with broad industry adoption (OpenAI, Google, Microsoft)
Glama is a comprehensive AI workspace and integration platform founded in 2024 that provides a unified interface to leading LLM providers including OpenAI, Anthropic, and others. The platform has positioned itself as a versatile AI-powered solution that enables users to leverage a wide range of models and tools for enhanced productivity. Glama's unique value proposition centers on bringing AI's full potential to users' fingertips through a customizable workspace that supports diverse AI applications from document analysis to complex mathematical problem-solving.
+Unified interface to multiple leading LLM providers
Composio is a comprehensive toolset founded in 2023 that enables AI agents to interact seamlessly with software applications and system tools. Based in San Francisco, California, the company provides a unified platform that connects AI agents to multiple tools, handling authentication, triggers, and real-world API actions. Composio's technology offers extensive integrations, workflow automation capabilities, and real-time tool observability, helping AI agents operate effectively across diverse software ecosystems.
+Comprehensive integration ecosystem with hundreds of tools
Manufact (manufactAI) is a platform offering AI tools for space hardware and deep tech manufacturing, automating creation of Standard Operating Procedures (SOPs) and Bill of Materials (BOMs). Academic plan (€0/month) provides non-commercial access with 50GB storage, evaluation deployments, and unlimited training. Developer plan (€25/month) includes 100GB storage, unlimited fine-tuning, and production deployment on 1 GPU. Enterprise on-demand plan offers multi-tenant management, unlimited users, on-premises hosting, multi-GPU support, enterprise storage, and unlimited training/deployments. The platform targets manufacturing sector with specialized AI tools for hardware production processes.
+Specialized for space hardware and deep tech manufacturing
Zapier MCP enables AI models to interact with 5000+ app integrations via Model Context Protocol.
+5000+ apps
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.
Smithery is a registry and marketplace for Model Context Protocol (MCP) servers. Developers can discover, share, and deploy MCP tools for connecting AI agents to databases, APIs, file systems, and other services. Smithery provides hosted MCP servers, reducing the setup complexity for teams adopting the MCP standard.
Nango provides pre-built API integrations for AI agents, handling OAuth and data syncing for 250+ services.
Turns any software into agent-first APIs — reverse-engineers browser workflows into clean REST endpoints for AI agents.