# skillsearch-mcp

> skillsearch-mcp — thishuixinxin-create-skillsearch-mcp. Use this tool when you need to efficiently search and retrieve relevant skills or knowledge files from local directories. It solves problems of information overload and disorganization by utilizing semantic search with embeddings and Reciprocal Rank Fusion to provide accurate results. The tool takes in search queries as input and outputs a list of relevant skills or Markdown files, making it ideal for use cases where quick access to specific knowledge is required.

Canonical page: https://skillsregistry.net/skills/thishuixinxin-create-skillsearch-mcp  
JSON: https://api.skillsregistry.net/v1/skills/thishuixinxin-create-skillsearch-mcp

## Description

Semantic skill-library search MCP server that finds relevant skills or Markdown knowledge files from local directories using embeddings, SQLite vector storage, and Reciprocal Rank Fusion.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/o28gx1ep0s)
- **Repository:** <https://github.com/thishuixinxin-create/skillsearch-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": "thishuixinxin-create-skillsearch-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/thishuixinxin-create-skillsearch-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/thishuixinxin-create-skillsearch-mcp/pull`

---
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