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@PATAKAMURIVENKATAGANESH PATAKAMURIVENKATAGANESH commented Oct 4, 2025 •
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This is a PR for: ISSUE: #792

Description

  • Please include a summary of the changes and the related issue.
  • Fixes # (issue)

Type of change

  • New features (non-breaking change).
  • Bug fix (non-breaking change).
  • Breaking change (fix or feature that would cause existing functionality not to work as expected).

Checklist

  • I have performed a self-review of my code.
  • I have added thorough tests if it is a core feature.
  • There is a reference to the original bug report and related work.
  • I have commented on my code, particularly in hard-to-understand areas.
  • The feature is well documented.

taprosoft and others added 6 commits August 26, 2024 09:50
@taprosoft
chore: update workflow
2d4a5f7
@PATAKAMURIVENKATAGANESH
feat: Add Model Context Protocol (MCP) server implementation
c32686e 
🚀 Complete MCP server that exposes kotaemon RAG capabilities as standardized tools

Features:
- 22 comprehensive MCP tools for document management, Q&A, and GraphRAG
- Multiple server options: enhanced, basic, and standalone
- Claude Desktop integration with automated configuration
- Support for all kotaemon reasoning strategies
- Zero-dependency standalone server for immediate testing
- Comprehensive documentation and examples

Server Options:
- enhanced_server.py: Full kotaemon integration (22 tools)
- server.py: Basic server for simple use cases
- standalone_server.py: Zero-dependency testing server

Ready for:
- Claude Desktop integration
- VS Code MCP extension
- Any MCP-compatible client
- Local and production deployment
@PATAKAMURIVENKATAGANESH
fix: Remove .env file from tracking
4950cd2 
.env files should not be committed as they contain sensitive information.
The file is already properly ignored in .gitignore.
@PATAKAMURIVENKATAGANESH
Delete .github/workflows/style-check.yaml
20ef5a0
@PATAKAMURIVENKATAGANESH
Delete .github/workflows/unit-test.yaml
603ea79
@PATAKAMURIVENKATAGANESH
Delete libs/ktem/ktem/app.py
65d1847
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@PATAKAMURIVENKATAGANESH @taprosoft