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log-logn/langfuse-mcp-java

by Various

MCP server for Langfuse — query traces, debug errors, analyze sessions and prompts from any AI agent

L

MCP

log-logn/langfuse-mcp-java

Added 1 June 2026

Overview

A Java-based MCP server that connects to Langfuse, enabling AI agents to query traces, debug errors, and analyze sessions and prompts. It provides a protocol bridge between MCP-compatible clients and the Langfuse observability platform.

Best for

Best for
Java developers who want to embed Langfuse trace queries into MCP-based agents.

Use cases

  • Query Langfuse traces from an agent workflow
  • Debug AI agent errors using Langfuse logs
  • Analyze session and prompt usage via MCP

Notes

A Java-based MCP server that connects to Langfuse, enabling AI agents to query traces, debug errors, and analyze sessions and prompts. It provides a protocol bridge between MCP-compatible clients and the Langfuse observability platform.

2 stars on GitHub. Last updated 2026-03-25. Licensed MIT.

Use cases

  • Query Langfuse traces from an agent workflow
  • Debug AI agent errors using Langfuse logs
  • Analyze session and prompt usage via MCP

Pros

  • Open source and free to use
  • Language-native for Java ecosystems
  • Enables direct agent-to-observability integration

Cons

  • Very low community adoption and traction (2 GitHub stars)
  • Limited to Java runtime, not usable from other languages natively
  • No evidence of ongoing maintenance or documentation beyond basic repo

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.

Pros

  • Open source and free to use
  • Language-native for Java ecosystems
  • Enables direct agent-to-observability integration

Cons

  • Very low community adoption and traction (2 GitHub stars)
  • Limited to Java runtime, not usable from other languages natively
  • No evidence of ongoing maintenance or documentation beyond basic repo
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