
Strata is an intelligent MCP server that guides AI agents through thousands of tools across multiple apps using tiered discovery.
Strata solves context overload in agentic tool use by replacing a flat list of function descriptions with a tiered discovery path that moves from intent to category to action to execution. It is designed for multi-app workflows where agents must select the right tool across many integrated services without inflating context windows or degrading reliability.
Built by Klavis AI, Strata supports progressive tool guidance, benchmarked gains on tasks like MCPMark, and human-tested accuracy on complex multi-step workflows. It is part of the Klavis AI open-source MCP integration platform and can be consumed through the hosted API or self-hosted stack.


CaliberMind MCP Server exposes unified GTM and account data to AI agents through MCP.


Obot's MCP Gateway gives enterprises an open-source control plane to manage MCP servers, skills, and policies for AI agents.


Dosu MCP Server is the AI documentation and knowledge automation platform for engineering teams and agents.


Managed MCP gateway with auth, RBAC, observability, and credential vaulting for enterprise AI.


MintMCP's agent governance platform gives enterprises visibility, guardrails, and access control for AI agent connections to data and tools.


Totalum MCP is a Model Context Protocol server that lets AI agents build and deploy full-stack Totalum applications.


Open-source TypeScript framework for building AI agents and applications with 40+ model providers.


StableBrowse Agent Experience Platform helps devtool, infrastructure, and SaaS companies make their products usable by AI agents.



Context.dev provides a hosted MCP server for connecting AI clients to its web data tools.


Executor is an open-source gateway that connects AI agents to external services through one managed MCP endpoint.


Explorium MCP is a Model Context Protocol server that lets AI agents query Explorium's live company and contact data.


Lovable MCP Server lets external AI clients create, inspect, change, and deploy Lovable projects through Model Context Protocol tools.


MCP server connecting Claude and ChatGPT to Arcana's portfolio analytics, risk and attribution data.


Interactive observability and management UI for Mastra agents with metrics, traces, and team collaboration.


A downloadable Mac workspace where AI agents communicate, coordinate, and complete work together as a persistent team.


Factors MCP is a hosted Model Context Protocol server exposing Factors.AI account intelligence to agents.


Tools for building, deploying, evaluating, and governing enterprise AI and machine learning systems.


Maven AGI AI Agent Platform connects enterprise systems to customer-facing agents across chat, email, voice and web.


Monitoring platform that detects silent failures in production AI agents.
CaliberMind MCP Server exposes unified GTM and account data to AI agents through MCP.

Obot's MCP Gateway gives enterprises an open-source control plane to manage MCP servers, skills, and policies for AI agents.

Dosu MCP Server is the AI documentation and knowledge automation platform for engineering teams and agents.

Managed MCP gateway with auth, RBAC, observability, and credential vaulting for enterprise AI.

MintMCP's agent governance platform gives enterprises visibility, guardrails, and access control for AI agent connections to data and tools.

Totalum MCP is a Model Context Protocol server that lets AI agents build and deploy full-stack Totalum applications.

Open-source TypeScript framework for building AI agents and applications with 40+ model providers.

StableBrowse Agent Experience Platform helps devtool, infrastructure, and SaaS companies make their products usable by AI agents.

Streaming Agents helps teams build and orchestrate event-driven AI agents.

Context.dev provides a hosted MCP server for connecting AI clients to its web data tools.

Executor is an open-source gateway that connects AI agents to external services through one managed MCP endpoint.

Explorium MCP is a Model Context Protocol server that lets AI agents query Explorium's live company and contact data.

Lovable MCP Server lets external AI clients create, inspect, change, and deploy Lovable projects through Model Context Protocol tools.

MCP server connecting Claude and ChatGPT to Arcana's portfolio analytics, risk and attribution data.

Interactive observability and management UI for Mastra agents with metrics, traces, and team collaboration.

A downloadable Mac workspace where AI agents communicate, coordinate, and complete work together as a persistent team.

Factors MCP is a hosted Model Context Protocol server exposing Factors.AI account intelligence to agents.

Tools for building, deploying, evaluating, and governing enterprise AI and machine learning systems.

Maven AGI AI Agent Platform connects enterprise systems to customer-facing agents across chat, email, voice and web.

Monitoring platform that detects silent failures in production AI agents.
