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AgentIndex
golf logo
golf
★ 841
vs
ongrid logo
ongrid
★ 1.2k

golf vs ongrid

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.; ongrid: Ongrid is a self-hosted ops agent that correlates metrics, logs, traces and topology to find the root cause of incidents and can investigate alerts automatically. It works from Slack, Telegram, Larksuite, DingTalk or WeCom, reaches hosts through an outbound-only edge agent, and keeps risky actions behind approvals.

01

TL;DR

golf logo
golfObservability · ★ 841

Building custom MCP server applications.

Read golf full review →
ongrid logo
ongridObservability · ★ 1.2k

Investigating production alerts from a team chat channel

Read ongrid full review →
02

Side-by-Side Comparison

Field
golf logogolf
ongrid logoongrid
Category
Observability
Observability
Stars
★ 841
★ 1.2k
License
Apache-2.0
AGPL-3.0
Install Command
pip install golf-mcp
wget https://github.com/ongridio/ongrid/releases/download/v0.18.2/ongrid-v0.18.2-linux-amd64.tar.xz && tar -xf ongrid-v0.18.2-linux-amd64.tar.xz && cd ongrid-v0.18.2-linux-amd64 && sudo ./install.sh
Updated
1mo ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
MCP, Python, Server Framework
aiops, root-cause-analysis, observability
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.
ongrid logoongrid
01Coordinator agent dispatching to SRE, network and database specialist sub-agents
02Alert-triggered investigation and root-cause analysis across metrics, logs, traces and topology
03Bundled Prometheus, Loki, Tempo and Grafana stack installed with one script
04Zero inbound ports: edge agents dial out, with audited browser SSH and read-only host tools
05Kubernetes lifecycle management, network device discovery and an approval gate for writes
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).
ongrid logoongrid
↳Investigating production alerts from a team chat channel
↳Giving a small ops team an AI assistant over existing monitoring data
↳Managing Kubernetes clusters and host fleets without opening inbound ports
05

Best For

golf logogolf
—
ongrid logoongrid
Trending
FAQ

FAQ

What is the difference between golf and ongrid?
Both golf and ongrid are in the Observability category. golf has 841 stars, while ongrid has 1.2k stars.
Which is better, golf or ongrid?
The best choice depends on your use case. Choose golf if Building custom MCP server applications., and ongrid if Investigating production alerts from a team chat channel.
Is golf free or open source?
Yes, golf is open source on GitHub (Apache-2.0).
Is ongrid free or open source?
Yes, ongrid is open source on GitHub (AGPL-3.0).
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Related

Alternatives to golf →Alternatives to ongrid →golf details →ongrid details →