Traccia

Traccia

Algen AI
+
+

Related Products

  • Lightspeed Golf
    213 Ratings
    Visit Website
  • WinningBidder.com
    161 Ratings
    Visit Website
  • Grafana Cloud
    850 Ratings
    Visit Website
  • TelemetryTV
    279 Ratings
    Visit Website
  • Gemini Enterprise Agent Platform
    967 Ratings
    Visit Website
  • NeuBird
    2 Ratings
    Visit Website
  • DataHub
    10 Ratings
    Visit Website
  • Auth0
    1,052 Ratings
    Visit Website
  • Daylight
    10 Ratings
    Visit Website
  • UTunnel VPN and ZTNA
    118 Ratings
    Visit Website

About

GolfMCP is an open source framework designed to streamline the creation and deployment of production-ready Model Context Protocol (MCP) servers, enabling organizations to build secure, scalable AI-agent infrastructure without worrying about boilerplate. It allows developers to define tools, prompts, and resources as simple Python files, after which Golf handles routing, authentication, telemetry, and observability, so you focus on logic, not plumbing. The platform supports enterprise authentication (JWT, OAuth Server, API key), automatic telemetry, and a file-based structure that eliminates decorators or manual schema wiring. With built-in utilities for LLM interactions, error logging, OpenTelemetry integration, and deployment tools (such as a CLI with golf init, golf build dev, golf run), Golf provides a full stack for agent-native services. Included also is the Golf Firewall, an enterprise-grade security layer for MCP servers that enforces token validation.

About

Traccia is an OpenTelemetry-native observability, governance, and policy enforcement platform for production AI agents. It gives engineering teams complete visibility into every LLM call, tool invocation, decision, token, and dollar spent across frameworks like LangChain, CrewAI, OpenAI Agents SDK, AutoGen, and LlamaIndex. Beyond tracing, Traccia helps organizations govern AI systems with runtime policies that can detect and block unsafe behavior, runaway costs, restricted model usage, and PII exposure before incidents reach production. Accurate cost attribution, agent health monitoring, a unified agent registry, and EU AI Act evidence generation make it suitable for enterprise deployments. With a lightweight open-source SDK and managed platform, Traccia enables teams to build, debug, monitor, and govern AI agents at scale without vendor lock-in, using standard OpenTelemetry instrumentation.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Developers and enterprise infrastructure teams wanting a tool for building agent-native services and AI workflows

Audience

Enterprises that use AI, AI developers, AI agent users

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

$99/month
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 4.0 / 5
design 4.0 / 5
support 4.5 / 5

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Golf
United States
golf.dev/

Company Information

Algen AI
Founded: 2025
India
algen.ai

Alternatives

Alternatives

Arize Phoenix

Arize Phoenix

Arize AI
TournaKit Pro

TournaKit Pro

TournaKit
Eighteen

Eighteen

Szen Corp

Categories

Categories

Integrations

OpenTelemetry
AutoGen
Claude Code
CrewAI
Cursor
GitHub Copilot
LangChain
LlamaIndex
Model Context Protocol (MCP)
OAuth
OpenAI Agents SDK
Python

Integrations

OpenTelemetry
AutoGen
Claude Code
CrewAI
Cursor
GitHub Copilot
LangChain
LlamaIndex
Model Context Protocol (MCP)
OAuth
OpenAI Agents SDK
Python
Claim Golf and update features and information
Claim Golf and update features and information
Claim Traccia and update features and information
Claim Traccia and update features and information