AgentIndex icon
AgentIndex
agents-towards-production logo
agents-towards-production
★ 21.7k
vs
mcp-gateway logo
mcp-gateway
★ 84

agents-towards-production vs mcp-gateway

agents-towards-production: Agents Towards Production is an open-source playbook for building production-ready GenAI agents that scale from prototype to enterprise. It provides hands-on tutorials covering a comprehensive range of topics from orchestration and memory to deployment and security.; mcp-gateway: MCP Gateway sits between AI clients and tools, exposing 4 meta-tools for dynamic discovery. It supports unlimited backends via MCP protocols and REST APIs with YAML capabilities, saving up to 97% token overhead. Features include hot reload, circuit breakers, and a web dashboard.

01

TL;DR

agents-towards-production logo
agents-towards-productionDev Tooling · ★ 21.7k

Developing scalable, production-ready Generative AI agents.

Read agents-towards-production full review →
mcp-gateway logo
mcp-gatewayDev Tooling · ★ 84

Connect multiple MCP servers without context window limit

Read mcp-gateway full review →
02

Side-by-Side Comparison

Field
agents-towards-production logoagents-towards-production
mcp-gateway logomcp-gateway
Category
Dev Tooling
Dev Tooling
Stars
★ 21.7k
★ 84
License
NOASSERTION
MIT
Install Command
pip install -r meeting-recorder-agent/requirements.txt
brew tap MikkoParkkola/tap && brew install mcp-gateway
Updated
6d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agents, GenAI, Production Deployment
ai, anthropic, claude
03

Features

agents-towards-production logoagents-towards-production
01Production-ready AI Agent Deployment
02Advanced Memory Systems (Vector, Hybrid, Self-Improving)
03Real-time Web Data Integration & Retrieval Augmented Generation (RAG)
04Secure Tool Calling & Guardrails
05Agent Orchestration & Stateful Workflows
mcp-gateway logomcp-gateway
01Unlimited tools with minimal tokens (97% savings)
02Any REST API to MCP tool via YAML or OpenAPI import
03Hot reload without losing AI session
04Production resilience (circuit breakers, retry, rate limiting)
05Web dashboard for live status and cost tracking
04

Use Cases

agents-towards-production logoagents-towards-production
↳Developing scalable, production-ready Generative AI agents.
↳Integrating real-time data and advanced memory for intelligent automation.
↳Securing and deploying AI agents in enterprise environments.
mcp-gateway logomcp-gateway
↳Connect multiple MCP servers without context window limit
↳Turn any REST API into an MCP tool without coding
↳Change MCP configuration without restarting AI session
05

Best For

agents-towards-production logoagents-towards-production
Most PopularEssentialTrending
mcp-gateway logomcp-gateway
—
FAQ

FAQ

What is the difference between agents-towards-production and mcp-gateway?
Both agents-towards-production and mcp-gateway are in the Dev Tooling category. agents-towards-production has 21.7k stars, while mcp-gateway has 84 stars.
Which is better, agents-towards-production or mcp-gateway?
The best choice depends on your use case. Choose agents-towards-production if Developing scalable, production-ready Generative AI agents., and mcp-gateway if Connect multiple MCP servers without context window limit.
Is agents-towards-production free or open source?
Yes, agents-towards-production is open source on GitHub (NOASSERTION).
Is mcp-gateway free or open source?
Yes, mcp-gateway is open source on GitHub (MIT).
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