# Writing Test Evals For Our MCP Server

DevFeed: [Writing Test Evals For Our MCP Server](<https://devfeed.tech/articles/writing-test-evals-for-our-mcp-server-5813.md>)

Original publisher: [Read original article](<https://neon.com/blog/test-evals-for-mcp>)

Author: David Gomes

Published: 2025-06-18T17:30:15Z

Content type: article

Language: en

Sources: [Blog -- Neon Docs](<https://devfeed.tech/sources/blog-neon-docs.md>)

Topics: [MSP MCP](<https://devfeed.tech/topics/msp-mcp.md>), [ai observability](<https://devfeed.tech/topics/ai-observability.md>), [migration](<https://devfeed.tech/topics/migration.md>)

Tags: [database-migration](<https://devfeed.tech/tags/database-migration.md>), [llms](<https://devfeed.tech/tags/llms.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mcp-server](<https://devfeed.tech/tags/mcp-server.md>), [product](<https://devfeed.tech/tags/product.md>), [sql](<https://devfeed.tech/tags/sql.md>), [testing](<https://devfeed.tech/tags/testing.md>)

## AI overview

The article describes test evaluations for an MCP server, focusing on whether LLMs choose and sequence database-migration tools correctly.

## Source excerpt

When we launched our MCP server, we knew it'd be important for it to have tests, just like any other piece of software. Since our MCP server has over 20 tools, it's important for us to know that LLMs can pick the right tool for the job. So, this was the main aspect we wanted [...]