langfuse-mcp
★ 90
vs
conductor
★ 12.8k
langfuse-mcp vs conductor
langfuse-mcp: Langfuse MCP Server is a Model Context Protocol server for Langfuse observability. It provides 37 tools across 9 categories including traces, observations, sessions, exceptions, prompts, datasets, annotation queues, scores, and schema. It supports selective tool loading and read-only mode, and can be used with various MCP clients like Claude Code, Cursor, and Codex CLI.; conductor: Conductor is a Netflix-developed platform designed to orchestrate complex workflows across microservices, supporting creation via JSON and code. However, Netflix discontinued its official OSS maintenance on December 13, 2023, while encouraging community forks and continued development.
01
TL;DR
Choose langfuse-mcp if…Debug production errors by querying traces and exceptions
Choose conductor if…Coordinating complex business processes involving multiple microservices.
02
Side-by-Side Comparison
03
Features
langfuse-mcp01Comprehensive observability tools (traces, observations, sessions, exceptions, prompts, datasets, annotation queues, scores, schema)
02Selective tool loading to reduce token overhead
03Read-only mode for safe access
04Dataset item upsert functionality
05Includes a skill with debugging playbooks
conductor01Orchestrates workflows across microservices.
02Supports workflow creation using JSON and SDKs (multiple languages).
03Provides various persistence and indexing options (e.g., Redis, Cassandra, Elasticsearch).
04Offers a Node.js-based UI for management.
05Includes system tasks for HTTP requests and JSON evaluation (jq).
04
Use Cases
langfuse-mcp↳Debug production errors by querying traces and exceptions
↳Analyze user sessions for performance optimization
↳Manage prompts and datasets for LLM evaluation
conductor↳Coordinating complex business processes involving multiple microservices.
↳Building resilient and scalable distributed systems.
↳Automating long-running, multi-step tasks.
05
Best For
langfuse-mcpTrendingObservabilityDev Tooling
conductorMost PopularTrendingEssential
FAQ
FAQ
What is the difference between langfuse-mcp and conductor?
Both langfuse-mcp and conductor are in the Observability category. langfuse-mcp has 90 stars, while conductor has 12.8k stars.
Which is better, langfuse-mcp or conductor?
The best choice depends on your use case. Choose langfuse-mcp if Debug production errors by querying traces and exceptions, and conductor if Coordinating complex business processes involving multiple microservices..
Is langfuse-mcp free or open source?
Yes, langfuse-mcp is open source on GitHub (MIT).
Is conductor free or open source?
Yes, conductor is open source on GitHub (Apache-2.0).
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