# token-filter-mcp

> Use this tool when you need to optimize tool outputs and reduce context window usage. It filters and compresses outputs to remove noise, such as passing tests and redundant information, saving up to 90% of tokens. Ideal for use cases where token efficiency is crucial, this tool takes in noisy tool outputs and returns compressed, relevant information.

Canonical page: https://skillsregistry.net/skills/vmexicano-token-filter-mcp  
JSON: https://api.skillsregistry.net/v1/skills/vmexicano-token-filter-mcp

## Description

An MCP server that intelligently filters and compresses tool outputs to reduce context window usage, saving up to 90% of tokens by removing noise such as passing tests and redundant information.

## 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:** other
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/wp2ojsmnvl)
- **Repository:** <https://github.com/VMexicano/token-filter-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": "vmexicano-token-filter-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/vmexicano-token-filter-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/vmexicano-token-filter-mcp/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