AgentIndex icon
AgentIndex
ToolsMCP ServersHOTCategoriesTrendingNewBest ListsCompareGuides
Submit Tool
ToolsMCP ServersHOTCategoriesTrendingNewBest ListsCompare
Home/
Observability/
agentcat-python-sdk
agentcat-python-sdk logo

agentcat-python-sdk

Active·★ 53·MIT·Updated 2026-09-29

AgentCat is a Python SDK for an analytics platform that helps developers understand AI agent user behavior by capturing intentions and patterns. It provides features like user session replay, trace debugging, and seamless integration with existing observability platforms for logging and tracing.

#analytics#observability#telemetry#tracing#logging#Python SDK#AI agent monitoring
© 2026 AgentIndex.app|Built by a 10-year iOS Developer.
Best by use caseAboutContactAdvertisePrivacy PolicyTerms of UseQYSGitHubBuy me a coffee ☕

Browse by Category

MCP ServersCode AssistantWorkflow AutomationRAG / Knowledge BaseMulti-AgentBrowser AutomationLLM InfraDev ToolingObservability

Not affiliated with Anthropic, OpenAI or Microsoft.

Guides
#user session replay
$ Install
$ pip install agentcat
↗ Visit site★ GitHub
01

Features

01User session replay to understand user interactions and needs.
02Trace debugging to identify stuck points and LLM confusion in API calls.
03Out-of-the-box logging and tracing for existing observability platforms like OpenTelemetry, Datadog, and Sentry.
02

Compatibility

Python
Runtime
Verified via docs
OpenTelemetry
Integration
Verified via docs
Datadog
Integration
Verified via docs
Sentry
Integration
Verified via docs
MCP
Platform
Verified via docs
03

Quick start

1
$ pip install agentcat
04

Use cases

↳Understanding user motivations and identifying missing functionalities in MCP servers.
↳Debugging LLM interactions and API confusion in AI agent applications.
↳Monitoring and debugging user sessions across different deployments of an MCP server.
↳Streamlining telemetry implementation by integrating with existing observability stacks.
05

Alternatives

⚡Top VS:
VSmcpcat-typescript-sdk★126→VSmcpsnoop★362→VSZizkaDB★144→

Comments

Log in to leave a comment

No comments yet. Be the first!

On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
VS
lakevision
★52
→
mcpcat-typescript-sdk logo
mcpcat-typescript-sdk★ 126
MCPcat is an analytics platform for MCP server owners 🐱.
VSCompare→
mcpsnoop logo
mcpsnoop★ 362
Wireshark for MCP. A transparent proxy that shows every real tool call between your AI client and your MCP servers, live in your terminal.
VSCompare→
ZizkaDB logo
ZizkaDB★ 144
Audit trail database for AI agents. Tamper-evident, checksum-backed decision logs with session replay and time-travel debugging to support EU AI Act Article 12 record-keeping. Drift detection, MCP, Python & TypeScript SDKs. Self-host or cloud.
VSCompare→
lakevision logo
lakevision★ 52
Lakevision is a tool which provides insights into your Apache Iceberg based Data Lakehouse.
VSCompare→
uptimepage logo
uptimepage★ 47
Hosted uptime monitoring and public status pages for teams. Multi-region checks, automatic incidents, on-call alerts (Slack/Telegram/webhook/+), subscribers, REST API, Terraform provider, MCP server. Eight check types including browser login flows, cron heartbeats, DNS, TLS and domain expiry. AGPL source, self-host the same build.
VSCompare→
agentlens logo
agentlens★ 24
Open-source observability and audit trail platform for AI agents. MCP-native, tamper-evident event logging, real-time dashboard.
VSCompare→
agent-lighthouse logo
agent-lighthouse★ 17
Lighthouse-style audits for AI-agent readiness, LLM crawlers, MCP clients, and the agentic web
VSCompare→
keep logo
keep★ 12.4k
The open-source AIOps and alert management platform
VSCompare→
See all alternatives →
agentcathq /
agentcat-python-sdk
↗

AgentCat is an analytics platform for MCP server owners 🐱.

53MIT
Last commit3w ago
StatusActive
CategoryObservability
Links
Documentation↗Discussion↗Issues↗Releases↗
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit