# LLM-Knowledge-Base-MCP

> LLM-Knowledge-Base-MCP — manveesh-achanta-llm-knowledge-base-mcp. Use this tool when you need to efficiently search and manage a large repository of markdown documents using advanced vector search capabilities. It solves problems related to information retrieval, knowledge management, and document search, providing a scalable and performant solution. The tool accepts markdown documents as input and outputs relevant search results, making it ideal for use cases involving large knowledge bases, FAQs, or documentation repositories.

Canonical page: https://skillsregistry.net/skills/manveesh-achanta-llm-knowledge-base-mcp  
JSON: https://api.skillsregistry.net/v1/skills/manveesh-achanta-llm-knowledge-base-mcp

## Description

MCP server providing a persistent markdown knowledge base with hybrid dense + sparse vector search (Qdrant, Cloudflare Workers AI, Splade).

## Trust

- **Trust score (0–1):** 0.93
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/manveesh-achanta/LLM-Knowledge-Base-MCP)

## 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": "manveesh-achanta-llm-knowledge-base-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/manveesh-achanta-llm-knowledge-base-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/manveesh-achanta-llm-knowledge-base-mcp/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