AgentIndex icon
AgentIndex
MCPSpend logo
MCPSpend
★ 71
vs
golf logo
golf
★ 841

MCPSpend vs golf

MCPSpend: MCPSpend provides real-time cost tracking for every MCP tool call across popular AI agent environments including Cursor, Claude Desktop, Windsurf, and VS Code. It offers a free tier of 25,000 tool calls per month and three ways to query usage: a web dashboard, an MCP server, and an HTTP API.; 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

MCPSpend logo
MCPSpendObservability · ★ 71

Monitor and optimize AI agent spending

Read MCPSpend full review →
golf logo
golfObservability · ★ 841

Building custom MCP server applications.

Read golf full review →
02

Side-by-Side Comparison

Field
MCPSpend logoMCPSpend
golf logogolf
Category
Observability
Observability
Stars
★ 71
★ 841
License
MIT
Apache-2.0
Install Command
npx --yes @mcpspend/proxy@latest init --key mcps_live_xxx
pip install golf-mcp
Updated
1mo ago
1mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai-agents, ai-observability, claude-desktop
MCP, Python, Server Framework
03

Features

MCPSpend logoMCPSpend
01Real-time cost tracking for MCP tool calls
02Auto-detects and wraps configured MCP servers in popular clients
03Privacy-first: does not send tool arguments or responses
04Multiple query methods: web dashboard, MCP server, HTTP API
05Free tier with 25,000 calls per month
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

MCPSpend logoMCPSpend
↳Monitor and optimize AI agent spending
↳Budget and alert on MCP tool usage
↳Analyze cost and performance per tool and server
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).
FAQ

FAQ

What is the difference between MCPSpend and golf?
Both MCPSpend and golf are in the Observability category. MCPSpend has 71 stars, while golf has 841 stars.
Which is better, MCPSpend or golf?
The best choice depends on your use case. Choose MCPSpend if Monitor and optimize AI agent spending, and golf if Building custom MCP server applications..
Is MCPSpend free or open source?
Yes, MCPSpend is open source on GitHub (MIT).
Is golf free or open source?
Yes, golf is open source on GitHub (Apache-2.0).
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Related

Alternatives to MCPSpend →Alternatives to golf →MCPSpend details →golf details →