Is Self Evolving Mcp Brain safe to install?

SaferSkills independently audited Self Evolving Mcp Brain (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.

CategoryWeightCategory scoreContribution

Securityprompt, exec, net, exfil, eval

35%

100

35.0 pts

Supply chainhash, typosquat, maintainer, lockfile

20%

100

20.0 pts

Maintenancestaleness, pinning, CI

15%

100

15.0 pts

TransparencySKILL.md, perms, README

15%

100

15.0 pts

Communityinstalls, verify, response

15%

100

15.0 pts

Findings & checks · 0 flagged

Securityscore 100 · 0 findings

✓—All security checks passedNo findings in this category for the latest scan.pass

Supply chainscore 100 · 0 findings

✓—All supply chain checks passedNo findings in this category for the latest scan.pass

Maintenancescore 100 · 0 findings

✓—All maintenance checks passedNo findings in this category for the latest scan.pass

Transparencyscore 100 · 0 findings

✓—All transparency checks passedNo findings in this category for the latest scan.pass

Communityscore 100 · 0 findings

✓—All community checks passedNo findings in this category for the latest scan.pass

The primary manifest — the file an agent reads to learn what this artifact does.

README.md · 1 file

README.md1.6 KB · Markdown

Self-Evolving MCP Brain

A self-updating MCP (Model Context Protocol) system: analyze design/code inputs with an LLM, converse to refine them, then crystallize approved patterns into a local skill library that MCP agents can read.

Components

File	Role	Port
`mcp_server.py`	FastMCP server; exposes `skills://rhythm-standards` resource	(stdio MCP)
`ui_server.py`	FastAPI backend — bridges UI ↔ freellmapi proxy	8000
`frontend_server.py`	Static server for the Vue 3 SPA	3000
`freellmapi_client.py`	Raw-HTTP client for the freellmapi proxy (no OpenAI SDK)	—
`frontend/index.html`	Vue 3 chat UI + code preview	—
`.mcp_skills/`	Crystallized skills library (read by the MCP resource)	—

Prerequisites

Python 3.10+ (built on 3.12).
The freellmapi proxy running locally on http://localhost:3001

(it is a Node/Docker app, not a Python package).

A unified key from the proxy's Keys page.

Setup

python3 -m venv .venv && . .venv/bin/activate
pip install -r requirements.txt
cp .env.example .env        # then edit FREELLMAPI_KEY
set -a; source .env; set +a # export env vars into your shell

Run (Phase 2)

# Terminal A — UI backend
python ui_server.py          # :8000

# Terminal B — frontend
python frontend_server.py    # :3000

Open http://localhost:3000.

Phase status

Phase 1 ✅ MCP server + resource.
Phase 2 ✅ Conversational analyzer UI + freellmapi integration.
Phase 3 ✅ Crystallization pipeline (APPROVE & CRYSTALLIZE button).
Phase 4 ✅ End-to-end test with a real link.

Self Evolving Mcp Brain— agent skill

Is Self Evolving Mcp Brain safe to install?

Self-Evolving MCP Brain

Components

Prerequisites

Setup

Run (Phase 2)

Phase status

Audit the pieces. Scan the whole. Decide.