AI Plugin IndexMCP Evals vs Agent-Native Chat
MCP Evals and Agent-Native Chat are both communication MCP servers. Agent-Native Chat scores higher (94 vs 79 out of 100). Agent-Native Chat has more GitHub stars (7.4k), and MCP Evals was updated more recently (2 days ago). The table compares them side by side.
| MCP Evals | Agent-Native Chat | |
|---|---|---|
| Score | 79 / 100 | 94 / 100 |
| What it does | Harness de evals para servidores MCP: seleção de tool em turno único (catálogo, fixtures, scorer, gate, runner via Messages API) e SESSÃO LONGA (loop client-side por stdio, A/B do bloco `retrieval`, métrica de chamadas ruins por tarefa, teto de gasto, NDJ | Minimal chat-first app with durable threads, actions, and the app-agent loop |
| Publisher | Verified: npm:@sbissoli | Community: BuilderIO |
| Grades | Maintenance A, Licence A, Quality C | Maintenance A, Licence A, Quality A |
| npm downloads a week | 127 | Not on npm |
| Runs | Local | Remote |
| Works with | Claude Code, Claude Desktop, Cursor, Codex, Gemini CLI, VS Code, Windsurf | Claude Code, Claude Desktop, Cursor, Codex, Gemini CLI, VS Code, Windsurf, ChatGPT |
| GitHub stars | 1 | 7,449 |
| Last commit | 19 Oct 2026 | 19 Oct 2026 |
| Licence | MIT | MIT |
| Listed since | 20 Oct 2026 | 19 Oct 2026 |
| Install MCP Evals | Install Agent-Native Chat |
Questions
Is MCP Evals or Agent-Native Chat more popular?
Agent-Native Chat has more GitHub stars: 7,449.
Can I use MCP Evals and Agent-Native Chat together?
Yes. AI assistants can load several MCP servers at once. Install both and the assistant picks the right one for each task.