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fsans

FileMaker Data API MCP Server

by fsans

fm_connect

Connect to a FileMaker database for a single session by providing server, database, username, and password.

Instructions

Connect to a FileMaker database with inline credentials (one-time connection)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
userYesFileMaker username
serverYesFileMaker Server IP address or hostname (without https://)
versionNoFileMaker Data API version (default: vLatest)
databaseYesFileMaker database name
passwordYesFileMaker password
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided; the description only mentions 'inline credentials' and 'one-time connection', hinting at a security consideration but failing to disclose other behaviors (e.g., session establishment, error handling, network requirements).

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence, no fluff, and front-loaded with the core action. Every word adds value.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite many sibling tools and no output schema, the description fails to explain how this connection fits into the overall workflow (e.g., whether it establishes a session reusable by other tools). Context is insufficient.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with basic descriptions for each parameter. The tool description adds no additional meaning beyond the schema, resulting in a baseline score of 3.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('Connect') and the resource ('FileMaker database') with specific qualifiers ('inline credentials', 'one-time connection'), distinguishing it from session-based or config-based sibling tools.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives like fm_login or fm_set_connection. The description implies a one-time connection but does not explicitly state usage context or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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