AgentIndex icon
AgentIndex
golf logo
golf
★ 841
vs
hecate logo
hecate
★ 23

golf vs hecate

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.; hecate: Hecate is a local-first AI gateway and agent console that routes cloud and local models, runs tool agents, supervises coding agents like Codex/Claude Code/Cursor, and provides observability. It offers a desktop app and Docker deployment for local operation.

01

TL;DR

golf logo
golfObservability · ★ 841

Building custom MCP server applications.

Read golf full review →
hecate logo
hecateObservability · ★ 23

Route AI model requests across multiple providers with failover and budget control

Read hecate full review →
02

Side-by-Side Comparison

Field
golf logogolf
hecate logohecate
Category
Observability
Observability
Stars
★ 841
★ 23
License
Apache-2.0
MIT
Install Command
pip install golf-mcp
docker run --rm -p 127.0.0.1:8765:8765 -v hecate-data:/data ghcr.io/hecatehq/hecate:0.1.0-alpha.29
Updated
1mo ago
4d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
MCP, Python, Server Framework
acp, ai, ai-gateway
03

Features

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.
hecate logohecate
01Gateway for cloud + local models (OpenAI, Anthropic, Ollama, etc.)
02Hecate Chat with tools on/off for direct model chat or task-backed agent turns
03External Agent console for Codex, Claude Code, Cursor with supervision and approvals
04Operator-grade control: cost accounting, budgets, rate limits, and OpenTelemetry
05Local-first deployment with desktop app (macOS/Linux/Windows) or Docker
04

Use Cases

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).
hecate logohecate
↳Route AI model requests across multiple providers with failover and budget control
↳Run supervised coding agent sessions for development workflows
↳Monitor and observe AI system behavior with full telemetry and logging
FAQ

FAQ

What is the difference between golf and hecate?
Both golf and hecate are in the Observability category. golf has 841 stars, while hecate has 23 stars.
Which is better, golf or hecate?
The best choice depends on your use case. Choose golf if Building custom MCP server applications., and hecate if Route AI model requests across multiple providers with failover and budget control.
Is golf free or open source?
Yes, golf is open source on GitHub (Apache-2.0).
Is hecate free or open source?
Yes, hecate is open source on GitHub (MIT).
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