AgentIndex icon
AgentIndex
agentgateway logo
agentgateway
★ 5.7k
vs
golf logo
golf
★ 840

agentgateway vs golf

agentgateway: Agentgateway is an open-source proxy offering a complete connectivity solution for Agentic AI, built on AI-native protocols like MCP and A2A. It provides security, observability, and governance for agent-to-LLM, agent-to-tool, and agent-to-agent communication across various frameworks.; golf: Golf is a Python framework designed to streamline the creation of MCP server applications by defining capabilities as Python files. It automatically discovers, parses, and compiles these components into a runnable MCP server, minimizing boilerplate and accelerating development.

01

TL;DR

agentgateway logo
agentgatewayObservability · ★ 5.7k
When to choose:
  • You want one proxy for LLM calls (OpenAI-compatible API with spend controls, failover and load balancing), MCP tools and A2A traffic.
  • You need guardrails from several sources: regex, OpenAI moderation, AWS Bedrock Guardrails, Google Model Armor or webhooks.
  • You need security and observability built in: JWT, API keys, OAuth, RBAC with a CEL policy engine, rate limiting, TLS and OpenTelemetry.
When to skip:
  • You only need to bridge one MCP transport: a small proxy is simpler.
  • You want the inference-routing features without Kubernetes: the README ties them to Kubernetes Inference Gateway extensions.
  • You want detailed setup instructions in the README: it is short and points to the documentation site.
Read agentgateway full review →
golf logo
golfObservability · ★ 840

Building custom MCP server applications.

Read golf full review →
02

Side-by-Side Comparison

Field
agentgateway logoagentgateway
golf logogolf
Category
Observability
Observability
Stars
★ 5.7k
★ 840
License
Apache-2.0
Apache-2.0
Install Command
curl -sL https://agentgateway.dev/install.sh | bash -s -- --install-path /usr/local/bin
pip install golf-mcp
Updated
1d ago
1mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Gateway, Multi-Agent Communication, LLM Proxy
MCP, Python, Server Framework
03

Features

agentgateway logoagentgateway
01LLM Gateway: Route traffic to major LLM providers through a unified OpenAI-compatible API with budget controls, load balancing, and failover.
02MCP Gateway: Connect LLMs to tools and external data sources via MCP with OpenAPI integration and OAuth authentication.
03A2A Gateway: Enable secure agent-to-agent communication using A2A, with capability discovery, modality negotiation, and task collaboration.
04Guardrails: Multi-layered content filtering with regex, OpenAI moderation, AWS Bedrock Guardrails, Google Model Armor, and custom webhooks.
05Security & Observability: Provide authentication (JWT, API keys, OAuth), fine-grained RBAC, rate limiting, TLS, and OpenTelemetry metrics/logs/tracing.
golf logogolf
01Streamlined creation of MCP server applications.
02Automatic discovery, parsing, and compilation of server components (tools, prompts, resources).
03Enterprise-grade authentication (JWT, OAuth Server, API key, development tokens).
04Built-in utilities for Large Language Model (LLM) interactions.
05Automatic OpenTelemetry integration for monitoring and tracing.
04

Use Cases

agentgateway logoagentgateway
↳Managing and routing traffic to multiple LLM providers with a unified API and cost controls.
↳Enabling secure and standardized communication between AI agents and external tools/data sources.
↳Facilitating collaborative task execution among multiple AI agents across different environments.
↳Implementing intelligent inference routing for self-hosted models based on resource utilization.
↳Applying multi-layered content filtering and moderation for AI interactions to ensure safety and compliance.
golf logogolf
↳Building custom MCP server applications.
↳Developing backend services for AI agents and Large Language Models.
↳Rapid prototyping and deployment of server capabilities (tools, prompts, resources).
05

Best For

agentgateway logoagentgateway
EssentialTrending
golf logogolf
—
FAQ

FAQ

What is the difference between agentgateway and golf?
Both agentgateway and golf are in the Observability category. agentgateway has 5.7k stars, while golf has 840 stars.
Which is better, agentgateway or golf?
The best choice depends on your use case. Choose agentgateway if Managing and routing traffic to multiple LLM providers with a unified API and cost controls., and golf if Building custom MCP server applications..
Is agentgateway free or open source?
Yes, agentgateway is open source on GitHub (Apache-2.0).
Is golf free or open source?
Yes, golf is open source on GitHub (Apache-2.0).
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