# SIMPA

> Use this tool when you need to generate high-quality prompts and refine language interactions. SIMPA solves the problem of inconsistent or ineffective prompts by learning from every interaction and automatically selecting the best prompts for any situation. It takes in user interactions and outputs optimized prompts, making it ideal for use cases where continuous improvement of language understanding is crucial.

Canonical page: https://skillsregistry.net/skills/dsidlo-simpa-mcp  
JSON: https://api.skillsregistry.net/v1/skills/dsidlo-simpa-mcp

## Description

SIMPA is a Model Context Protocol (MCP) service that learns from every interaction to continuously improve prompt quality. It remembers what worked, refines what didn't, and automatically selects the best prompts for any situation.

## Trust

- **Trust score (0–1):** 0.11
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/qpcidkepx8)
- **Repository:** <https://github.com/dsidlo/simpa-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": "dsidlo-simpa-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/dsidlo-simpa-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/dsidlo-simpa-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