mcp-agent
★ 8.3k
vs
conductor
★ 12.8k
mcp-agent vs conductor
mcp-agent: `mcp-agent` is a simple, composable Python framework designed for building effective agents using the Model Context Protocol (MCP). It fully implements MCP, offers composable agent patterns, and supports durable execution with Temporal for robust, production-ready applications.; 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 mcp-agent if…Building robust LLM agents that integrate with diverse MCP servers (e.g., filesystem, web fetch).
Choose conductor if…Coordinating complex business processes involving multiple microservices.
02
Side-by-Side Comparison
03
Features
mcp-agent01Full MCP support, abstracting server connection lifecycle management.
02Composable implementation of effective agent patterns (e.g., map-reduce, orchestrator).
03Durable agents with Temporal for production-scale workflows, enabling pause, resume, and recovery.
04Ability to create and expose custom MCP servers, including agents as servers.
05Production-ready features like structured logging, token accounting, and first-class cloud deployment.
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
mcp-agent↳Building robust LLM agents that integrate with diverse MCP servers (e.g., filesystem, web fetch).
↳Developing and deploying custom MCP servers, including exposing intelligent agents as services.
↳Scaling agent applications to production environments with durable execution and cloud deployment capabilities.
conductor↳Coordinating complex business processes involving multiple microservices.
↳Building resilient and scalable distributed systems.
↳Automating long-running, multi-step tasks.
05
Best For
mcp-agentTrendingEssential
conductorMost PopularTrendingEssential
FAQ
FAQ
What is the difference between mcp-agent and conductor?
Both mcp-agent and conductor are in the Observability category. mcp-agent has 8.3k stars, while conductor has 12.8k stars.
Which is better, mcp-agent or conductor?
The best choice depends on your use case. Choose mcp-agent if Building robust LLM agents that integrate with diverse MCP servers (e.g., filesystem, web fetch)., and conductor if Coordinating complex business processes involving multiple microservices..
Is mcp-agent free or open source?
Yes, mcp-agent is open source on GitHub (Apache-2.0).
Is conductor free or open source?
Yes, conductor is open source on GitHub (Apache-2.0).
→