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Description

Update description for existing server Moorcheh

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: Moorcheh

  • Changes to: README.md - Updated the description from "Embed, store, and search your documents, and build secure chatbots and RAG systems with Moorcheh's information-theoretic semantic search engine" to "Moorcheh - The Universal Memory Layer for Agentic AI."

Motivation and Context

The description has been updated to better reflect Moorcheh's positioning as "The Universal Memory Layer for Agentic AI" which is more concise and accurately represents the server's purpose.

How Has This Been Tested?

This is a documentation-only change. The README has been reviewed for formatting.

Breaking Changes

None.

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

README.md Outdated
- <img height="12" width="12" src="https://www.monday.com/favicon.ico" alt="Monday.com Logo" /> **[Monday.com](https://github.com/mondaycom/mcp)** - Interact with Monday.com boards, items, accounts and work forms.
- <img height="12" width="12" src="https://www.mongodb.com/favicon.ico" /> **[MongoDB](https://github.com/mongodb-js/mongodb-mcp-server)** - Both MongoDB Community Server and MongoDB Atlas are supported.
- <img height="12" width="12" src="https://moorcheh.ai/Moorcheh-mcp.ico" alt="Moorcheh Logo" /> **[Moorcheh](https://github.com/moorcheh-ai/moorcheh-mcp)** - Embed, store, and search your documents, and build secure chatbots and RAG systems with Moorcheh's information-theoretic semantic search engine
- <img height="12" width="12" src="https://moorcheh.ai/Moorcheh-mcp.ico" alt="Moorcheh Logo" /> **[Moorcheh](https://github.com/moorcheh-ai/moorcheh-mcp)** - Moorcheh - The Universal Memory Layer for Agentic AI.
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I think this is a bit too vague - would you be happy reusing the description from your GitHub (Provides seamless integration with Moorcheh's Embedding, Vector Store, Search, and Gen AI Answer services.)

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@Neelpatel1604 Neelpatel1604 Dec 11, 2025

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@domdomegg , Thanks for suggestion It seems more descriptive we are open to go with your suggestion, just update it please have a look!

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@domdomegg domdomegg left a comment

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As above

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2 participants