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MoFA website - a static site built with Astro featuring blog, documentation, examples, and project showcase
This repository is a website project (Astro-based) with a single example tool buried in temp docs. The tool 'calculate' has a passable description (~280 chars, within baseline), and the input schema includes types and descriptions for two integer parameters. However, the tool definition is located in a Python file (tools.py) in a temporary examples directory, not integrated into an MCP server architecture. No MCP server scaffolding, transport layer, or protocol implementation is evident in the codebase. The Dockerfile and package.json files describe a static website build (nginx deployment), not an MCP server. The tool itself is part of a LlamaIndex example, not an MCP tool definition. This is not a functional MCP server, it is a documentation website with embedded example code.
Calculates a value based on two input integers. The function performs the following operations: 1. Multiplies the first integer (num_one) by the second integer (num_two). 2. Adds the first integer (num_one) to the result of the multiplication. 3. Computes the sum of the two integers (num_two + num_one). 4. Performs integer division of the sum by the second integer (num_two). 5. Subtracts the result of the division from the earlier sum. The final result is returned as an integer.
Not an MCP server, tool is embedded in example code (Python LlamaIndex tool spec), not registered as an MCP tool.
Tool name 'calculate' is a generic verb with no object, violates verb_noun naming convention. Should be 'calculate_value', 'compute_result', or similar to clarify the specific calculation.
Description mentions 5 mathematical operations but does not explain WHEN or WHY to call this tool. No context for agent selection. Should state: 'Performs integer arithmetic: multiplies inputs, adds first to product, then adjusts by their sum divided by second input. Use for custom numeric calculations in workflows.'
Parameters num_one and num_two lack range/constraint documentation. No min/max specified. Description just says 'The first input integer', does not indicate valid range, negative number handling, zero division risk, or overflow behavior.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-22 | F | 39 | 2026-07-28+ | v2 |
| 2026-03-09 | F | 27 | - | v1 |
Output schema is not documented. The tool returns an int, but the response structure is not formalized, no object wrapping, no status field, no error guidance.
No error handling, tool performs integer division (num_two + num_one) // num_two without handling division by zero (if num_two is negative and sum is zero). No recovery guidance for LLM.
Repository is a website (mofa-org.github.io), not an MCP server. No /src, /server, or /mcp directory. No package.json scripts for starting an MCP server. No transport mechanism (STDIO, HTTP, SSE) is present.