# Fast Context MCP

> Use this tool when you need to quickly find relevant code snippets or context within large codebases using natural language queries. It solves problems of manual code searching, enabling efficient retrieval of specific code context to aid in development and debugging tasks. The Fast Context MCP integrates with MCP clients, taking in natural language queries as input and outputting relevant code context.

Canonical page: https://skillsregistry.net/skills/meimingqi222-fast-context-mcp-py  
JSON: https://api.skillsregistry.net/v1/skills/meimingqi222-fast-context-mcp-py

## Description

Enables AI-driven semantic code search via natural language queries, integrating with MCP clients like Claude Desktop to retrieve relevant code context from any codebase.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ly48z4uodq)
- **Repository:** <https://github.com/meimingqi222/fast-context-mcp-py>

## 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": "meimingqi222-fast-context-mcp-py"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/meimingqi222-fast-context-mcp-py` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/meimingqi222-fast-context-mcp-py/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