# GSEP-MCP

> GSEP-MCP — gsepcore-gsep-mcp. Use this tool when you need to safeguard AI agents from malicious input and ensure secure self-improvement. The GSEP-MCP protects against prompt injection and destructive actions, providing a secure pipeline for generating and refining prompts. It is ideal for applications where AI agents interact with untrusted inputs or undergo continuous improvement, requiring robust security measures to prevent exploitation.

Canonical page: https://skillsregistry.net/skills/gsepcore-gsep-mcp  
JSON: https://api.skillsregistry.net/v1/skills/gsepcore-gsep-mcp

## Description

Protects AI agents from prompt injection and destructive actions while enabling self-improving prompts through a security pipeline.

## 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:** devops-ci
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/wc2isqm9aa)
- **Repository:** <https://github.com/gsepcore/gsep-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": "gsepcore-gsep-mcp"
    }
  }
}
```

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