# claude-fde-showcase

> Use this tool when you need to perform advanced text analysis and calculation tasks offline, such as searching and summarizing large documents using TF-IDF, or executing mathematical expressions in a secure environment. It provides a deterministic and reliable interface for extractive summarization, TF-IDF search, and AST-sandboxed calculations. Ideal for use cases requiring offline, self-contained functionality with precise control over inputs and outputs.

Canonical page: https://skillsregistry.net/skills/benjiscollector-claude-fde-showcase  
JSON: https://api.skillsregistry.net/v1/skills/benjiscollector-claude-fde-showcase

## Description

MCP server demonstrating FDE primitives: TF-IDF search, extractive summarisation, and an AST-sandboxed calculator. Designed for offline, deterministic tool use.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/edow2pvvhe)
- **Repository:** <https://github.com/BenjisCollector/claude-fde-showcase>

## 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": "benjiscollector-claude-fde-showcase"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/benjiscollector-claude-fde-showcase` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/benjiscollector-claude-fde-showcase/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