# simple-index-mcp

> Use this tool when you need to efficiently navigate large codebases using semantic search, or when you want to index projects using embeddings to enable AI agents to discover relevant code. It solves problems of code discovery and navigation, providing a Python MCP server for indexing and searching codebases. The tool takes in codebases and embeddings as input and outputs relevant search results, making it ideal for use cases where AI agents need to understand and interact with complex code repositories.

Canonical page: https://skillsregistry.net/skills/asyncdefi-simple-index-mcp  
JSON: https://api.skillsregistry.net/v1/skills/asyncdefi-simple-index-mcp

## Description

A Python MCP server for indexing projects using embeddings, providing semantic search to help AI agents navigate codebases.

## Trust

- **Trust score (0–1):** 0.66
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/hl7oao67ys)
- **Repository:** <https://github.com/asyncDefi/simple-index-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": "asyncdefi-simple-index-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/asyncdefi-simple-index-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/asyncdefi-simple-index-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