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Docs for hot-module-reload and reactive programming for Python (hmr on PyPI)

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
promplate/hmr
GitHub Stars
47

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Tool DescriptionsA

Average 4.1/5 across 3 of 3 tools scored. Lowest: 3.5/5.

Server CoherenceA
Disambiguation5/5

The three tools have clearly distinct purposes: learn-hmr-basics provides conceptual explanations, view-hmr-core-sources shows the library's source code, and view-hmr-unit-tests offers practical examples via tests. There is no overlap in functionality, and the descriptions explicitly guide when to use each tool, preventing confusion.

Naming Consistency5/5

All tool names follow a consistent verb-object pattern using snake_case: learn-hmr-basics, view-hmr-core-sources, and view-hmr-unit-tests. The naming is predictable and readable, with 'learn' for conceptual tools and 'view' for code/tests, maintaining a clear convention throughout.

Tool Count5/5

With 3 tools, this server is well-scoped for its purpose of exploring the HMR library. Each tool serves a distinct role in the learning workflow (basics, source code, tests), and the count is appropriate for a focused educational or documentation server without being too sparse or overwhelming.

Completeness4/5

The tool set covers the core aspects of learning and using the HMR library: conceptual understanding, source code inspection, and practical examples. However, there is a minor gap in direct execution or interactive tools (e.g., running code or applying HMR in real-time), which might limit hands-on usage but is not critical for the educational focus.

Available Tools

3 tools
learn-hmr-basicslearn-hmr-basics
Read-only
Inspect

A brief and concise explanation of the hmr library.

This tool provides information on how to use reactive programming or use hot module reloading in Python. As long as the user mentions HMR / Reactive Programming, this tool must be called first! Don't manually view the resource, call this tool instead.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

view-hmr-core-sourcesview-hmr-core-sources
Read-only
Inspect

The full source code (core only) of the HMR library.

Always call learn-hmr-concepts to learn the core concepts before calling this tool. These files are the full source code of the HMR library, which would be very helpful because good code are self-documented. For a brief and concise explanation, please refer to the hmr-docs://about MCP resource. Make sure you've read it before calling this tool. To learn how to use HMR for reactive programming, read the unit tests later. The response is identical to the MCP resource with the same name. Only use it once and prefer this tool to that resource if you can choose.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

view-hmr-unit-testsview-hmr-unit-tests
Read-only
Inspect

The unit tests (code examples) for HMR.

Always call learn-hmr-basics and view-hmr-core-sources to learn the core functionality before calling this tool. These files are the unit tests for the HMR library, which demonstrate the best practices and common coding patterns of using the library. You should use this tool when you need to write some code using the HMR library (maybe for reactive programming or implementing some integration). The response is identical to the MCP resource with the same name. Only use it once and prefer this tool to that resource if you can choose.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

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