# MCP Enhanced Data Retrieval System

> Use this tool when you need to access and contextualize organizational knowledge sources, such as GitHub repositories and internal documentation, to enhance AI application development. It solves problems of information siloing and knowledge discovery through standardized protocol integration, OAuth 2.1 authentication, and semantic search. Ideal for enterprise development workflows, it takes in organizational data sources and outputs contextualized knowledge chunks.

Canonical page: https://skillsregistry.net/skills/kalpalathika-mcp-enhanced-data-retrieval-system  
JSON: https://api.skillsregistry.net/v1/skills/kalpalathika-mcp-enhanced-data-retrieval-system

## Description

Enables AI applications to access and contextualize organizational knowledge sources including GitHub repositories and internal documentation through standardized MCP protocol integration. Features OAuth 2.1 authentication, vector-based semantic search, and optimized context chunking for enterprise development workflows.

## Trust

- **Trust score (0–1):** 0.66
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/v0d0mztke0)
- **Repository:** <https://github.com/kalpalathika/MCP-Enhanced-Data-Retrieval-System>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "kalpalathika-mcp-enhanced-data-retrieval-system"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/kalpalathika-mcp-enhanced-data-retrieval-system` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/kalpalathika-mcp-enhanced-data-retrieval-system/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt