AgentIndex icon
AgentIndex
toolhive logo
toolhive
★ 2.3k
vs
ADR logo
ADR
★ 2.1k

toolhive vs ADR

toolhive: ToolHive simplifies and secures the deployment of Model Context Protocol (MCP) servers, offering a comprehensive solution for managing AI toolchains in production. It provides a modular architecture with a Gateway, Registry Server, Runtime, and Portal for instant, secure, and scalable operations across various environments.; ADR: ADR (Agentic Detection and Response) is an open-source framework designed to secure AI agents utilizing the Model Context Protocol (MCP). It comprises an ADR Sensor for telemetry collection and an ADR Detector, which serves as a dual-agent benchmark and detection system.

01

TL;DR

toolhive logo
toolhiveSecurity & Safety · ★ 2.3k
When to choose:
  • You want MCP servers to run in isolated containers with scoped permissions and managed secrets, on Docker, Podman or Kubernetes.
  • You want the same tooling from a laptop (desktop app or CLI) to a Kubernetes Operator.
  • Your team needs a registry with provenance verification, an SSO-capable gateway and audit logging.
When to skip:
  • You just want to run one MCP server: it needs Docker, Podman or Kubernetes and is heavier than starting the server directly.
  • You want a single component: the Runtime, Registry, Gateway and Portal take time to understand, and parts live in separate repositories.
  • You expect container isolation to replace reviewing what each server can reach.
Read toolhive full review →
ADR logo
ADRSecurity & Safety · ★ 2.1k
When to choose:
  • You research detection for MCP-based agents and want to reproduce the MLSys 2026 ADR paper.
  • You want a benchmark: ADR-Bench has 133 MCP servers and 303 tasks with baselines.
  • You want to collect telemetry from Claude Code, Cursor and Codex into one schema with the sensor.
When to skip:
  • You want a packaged product to deploy: this is research code for a paper.
  • You want the ADR Explorer red-teaming engine: the README says it is not included.
  • You cannot pay for Anthropic and OpenAI API calls: the default detector needs both.
Read ADR full review →
02

Side-by-Side Comparison

Field
toolhive logotoolhive
ADR logoADR
Category
Security & Safety
Security & Safety
Stars
★ 2.3k
★ 2.1k
License
Apache-2.0
Apache-2.0
Install Command
git clone https://github.com/stacklok/toolhive.git
git clone https://github.com/uber/ADR && cd ADR/Detection && uv sync
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Model Context Protocol, Server Management, Security
AI Agent Security, Telemetry, Detection System
03

Features

toolhive logotoolhive
01Instant deployment with one click or command using Docker or Kubernetes.
02Secure by default, running servers in isolated containers with managed secrets.
03Works everywhere, available as a desktop app, web app, CLI, and Kubernetes Operator.
04Seamless integration with popular AI clients like GitHub Copilot, Cursor, and VS Code.
05Modular architecture comprising Gateway, Registry Server, Runtime, and Portal for comprehensive management.
ADR logoADR
01ADR Sensor for collecting and normalizing agent telemetry.
02ADR Detector, a dual-agent detection system with 133 MCP servers and 303 benchmark tasks.
03Support for the Model Context Protocol (MCP) for securing AI agents.
04Provides a step-by-step workflow to reproduce benchmark detection and paper figures.
04

Use Cases

toolhive logotoolhive
↳Individual developers quickly deploying and testing MCP servers locally using the desktop UI or CLI.
↳Organizations centrally managing and orchestrating a fleet of MCP servers in Kubernetes for production and scale.
↳Enterprises building hybrid solutions, integrating MCP servers into custom internal tools and agentic workflows with unified access controls.
ADR logoADR
↳Securing AI agents that use the Model Context Protocol (MCP).
↳Benchmarking and evaluating the security performance of agentic AI systems.
↳Collecting and analyzing telemetry data from various AI agent platforms.
↳Red-teaming and defensive security research for agentic AI.
05

Best For

toolhive logotoolhive
EssentialTrending
ADR logoADR
Trending
FAQ

FAQ

What is the difference between toolhive and ADR?
Both toolhive and ADR are in the Security & Safety category. toolhive has 2.3k stars, while ADR has 2.1k stars.
Which is better, toolhive or ADR?
The best choice depends on your use case. Choose toolhive if Individual developers quickly deploying and testing MCP servers locally using the desktop UI or CLI., and ADR if Securing AI agents that use the Model Context Protocol (MCP)..
Is toolhive free or open source?
Yes, toolhive is open source on GitHub (Apache-2.0).
Is ADR free or open source?
Yes, ADR is open source on GitHub (Apache-2.0).
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Related

Alternatives to toolhive →Alternatives to ADR →toolhive details →ADR details →