microsoft/markitdown
MarkItDown is a Python tool that converts various file formats into Markdown and integrates with LLM applications via an MCP server for enhanced text analysis and document processing.
Awesome MCP › Other MCP Servers
Calculator MCP Server is a deliberately small Python MCP server with a single tool, calculate, which takes an expression string and returns its computed value. Its purpose is to remove arithmetic from the model's own reasoning: language models produce plausible-looking but wrong results on multi-step numeric work, and routing the calculation to an evaluator returns an exact answer instead. Installation follows the standard Python MCP pattern — no install is needed with uv, since uvx runs the published package directly, or it can be installed from PyPI with pip and run as python -m mcp_server_calculator. The README gives the MCP client configuration block for both forms. It is MIT licensed. The value of a server this small is composition: it is one of the cheapest servers to add to a client configuration, has no credentials, no network access and no side effects, and it fixes a well-known and easily observed model weakness. The audience is anyone whose assistant needs to be trusted with numbers — financial estimates, unit conversions, aggregating figures out of a document — and who would rather the arithmetic be performed than predicted.
https://github.com/githejie/mcp-server-calculator
MarkItDown is a Python tool that converts various file formats into Markdown and integrates with LLM applications via an MCP server for enhanced text analysis and document processing.
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