# Middleman

> Use this tool when you need to refine large outputs from MCP servers into concise summaries, reducing token usage and API costs. It acts as a proxy to distill complex information, solving problems of data overload and expense. Ideal for applications where concise data is required, Middleman takes in large outputs and returns condensed summaries.

Canonical page: https://skillsregistry.net/skills/jithunmethusahan-middleman  
JSON: https://api.skillsregistry.net/v1/skills/jithunmethusahan-middleman

## Description

A context refinement MCP server that acts as a proxy to distill large outputs from other MCP servers into concise summaries, reducing token usage and API costs.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** api-integration
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/njs5nxvd39)
- **Repository:** <https://github.com/JithunMethusahan/middleman>

## 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": "jithunmethusahan-middleman"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jithunmethusahan-middleman` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jithunmethusahan-middleman/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