[ogulcannarin]

Description

Publishing Your Server

Note: We are no longer accepting PRs to add servers to the README. Instead, please publish your server to the MCP Server Registry to make it discoverable to the MCP ecosystem.

To publish your server, follow the quickstart guide. You can browse published servers at https://registry.modelcontextprotocol.io/.

Server Details

• Server:
• Changes to:

Motivation and Context

How Has This Been Tested?

Breaking Changes

Types of changes

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to change)
• Documentation update

Checklist

• I have read the MCP Protocol Documentation
• My changes follows MCP security best practices
• I have updated the server's README accordingly
• I have tested this with an LLM client
• My code follows the repository's style guidelines
• New and existing tests pass locally
• I have added appropriate error handling
• I have documented all environment variables and configuration options

Additional context

[ogulcannarin]

Hi everyone,

I've created a new Python-based MCP server called mcp-data-analyzer inside the src/ directory. This server helps AI agents profile datasets and check data quality without overwhelming their context window.

Features Included:

• analyze_data_quality: Provides a summary of rows, columns, data types, and missing values for CSV files.
• find_outliers_iqr: Detects statistical outliers using the IQR (Interquartile Range) method.

Looking forward to your feedback and reviews! Thanks.

[olaservo]

Thanks for contributing to the MCP servers repo!

Per CONTRIBUTING.md, this repo no longer accepts new server implementations or listings. The src/ tree is reserved for a small set of reference servers that illustrate MCP protocol features, and the README no longer carries a community server list.

The right home for new servers is the MCP Registry, where they can be discovered by users and clients:

• Quickstart: https://github.com/modelcontextprotocol/registry/blob/main/docs/modelcontextprotocol-io/quickstart.mdx
• Browse: https://registry.modelcontextprotocol.io/

Closing accordingly, but we appreciate you building on MCP. Please publish to the Registry!