# MCP-summarization-functions

> Use this tool when you need to efficiently summarize large amounts of data, such as big repositories, to overcome context window limitations. It provides intelligent summarization capabilities to solve AI agents' issues with large files, enabling effective processing and analysis. The tool accepts large data inputs and outputs concise, meaningful summaries, making it ideal for applications where data size is a constraint.

Canonical page: https://skillsregistry.net/skills/braffolk-mcp-summarization-functions  
JSON: https://api.skillsregistry.net/v1/skills/braffolk-mcp-summarization-functions

## Description

Provides intelligent summarization capabilities through a clean, extensible architecture. Mainly built for solving AI agents issues on big repositories, where large files can eat up the context window.

## Trust

- **Trust score (0–1):** 0.99
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/k6vhiu27q7)
- **Repository:** <https://github.com/Braffolk/mcp-summarization-functions>

## 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": "braffolk-mcp-summarization-functions"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/braffolk-mcp-summarization-functions` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/braffolk-mcp-summarization-functions/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