MCP · Live
Best MCP Servers in May 2026
The 10 production-ready Model Context Protocol servers we'd actually deploy — ranked, scored, compared.
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Independent comparisons · Updated continuously
Comparisons for serious AI builders.
We test, score, and rank the tools that AI builders actually deploy — MCP servers and clients, agent frameworks, harnesses, LLM observability, evaluation platforms, and the infrastructure that sits underneath them. No vendor spin. Methodology disclosed.
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MCP · Coming soon
Best MCP Clients
Claude Desktop, Cursor, Windsurf, VS Code, and the rest — which client is right for which workflow.
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MCP · Coming soon
Best MCP Apps
The new MCP Apps extension lets tools return interactive UI. Here's what's actually shipped.
Coming soon
Agents · Coming soon
Best AI Agent Harnesses
The orchestration layer between LLMs and production. LangGraph, CrewAI, Mastra, AutoGen — and the ones you've never heard of.
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Agents · Coming soon
Best AI Coding Agents
Claude Code, Cursor, Cline, Aider, Windsurf, and the rest — by use case, not by hype.
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Observability · Coming soon
Best LLM Observability & Eval
LangSmith, Langfuse, Braintrust, Helicone — neutral comparison from someone who isn't trying to sell you any of them.
Coming soon
What this site is — and isn't
Findingwise is an independent comparison site for tools that AI builders actually deploy. We test the tools, we score them transparently, and we publish the methodology. We earn commissions from some of the brands we list — that's how we pay for the testing and the writing — and we disclose it.
What we are not: a vendor blog, a marketing arm for any framework, an aggregator that ranks by who pays the most, or a generic "best AI tools" site for ChatGPT-curious newcomers. The audience here is people building agents and AI-native applications, who want side-by-side comparisons that don't soft-pedal the trade-offs.