Decidealot MCP Server

Your hardware. Local decision models. Run Laya, Von, or a CLM projection head through TypeSafe-compatible HTTP or MCP.

People who work with decision making, docker and local ai and want it reachable from Claude, Cursor, VS Code, or another MCP client. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-09-28 · ★ 3 · #104 OF 117 MAINTAINED AI & ML · VERIFIED 2026-09-30

WTFPL · Python servers · how we verify → /methodology

01 · Install Decidealot

before you install - you'll need

Set DECIDEALOT_MCP_ALLOWED_HOSTS, DECIDEALOT_MCP_ALLOWED_ORIGINS before connecting. DECIDEALOT_API_KEY is optional or environment-specific per the README.

Docker

docker run -i --rm docker.io/psyb0t/decidealot:v0.5.0

Claude Desktop - add to config

{
  "mcpServers": {
    "psyb0t-decidealot": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/psyb0t/decidealot:v0.5.0"
      ]
    }
  }
}
Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as container (OCI image) - can be sandboxed away from your filesystem

repo age created 2026-09-23 - young repo, little track record yet

license WTFPL - declared in the repository

registry namespace io.github.psyb0t is GitHub-verified and matches the repo owner

03 · What Decidealot can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

Latest releases

v0.5.0 · 2026-09-28

v0.4.1 · 2026-09-24

v0.4.0 · 2026-09-24

04 · Who maintains Decidealot

Decidealot is maintained by psyb0t. We track 14 MCP servers from psyb0t - 14 actively maintained, 137 combined GitHub stars, oldest repo from Jun 2025. Full record: all servers from psyb0t.

  1. Stealthy Auto Browse Self-hosted MCP server for stealth browser automation with human-like OS-level input. ★ 86
  2. Claudebox Self-hosted MCP server exposing Claude Code as an agentic AI tool over streamable HTTP. ★ 22
  3. Pibox Self-hosted MCP server: pi-coding-agent tools (run_prompt, file ops) over streamable HTTP. ★ 3
  4. Predictalot Self-hosted MCP server for time-series forecasting and tabular ML via foundation models. ★ 2
  5. Talkies Self-hosted MCP server for speech: ASR transcription, TTS synthesis, and file staging tools. ★ 5
  6. HybridS3 Self-hosted S3-compatible object storage server with an MCP interface for AI agents. ★ 4

05 · Facts

category
AI & ML - ranked #104 of 117 actively-maintained AI & ML servers as of 2026-09-30.
release cadence
7 releases in the last 90 days (latest 2026-09-28)
registry
io.github.psyb0t/decidealot (active, first published 2026-09-24 · 5 versions)
packages
oci:docker.io/psyb0t/decidealot:v0.5.0

06 · Decidealot FAQ

What is Decidealot?

Your hardware. Local decision models. Run Laya, Von, or a CLM projection head through TypeSafe-compatible HTTP or MCP.

Is Decidealot still maintained?

Yes - as of 2026-09-30, its last commit was 2026-09-28 and it shipped 7 releases in the last 90 days. We re-verify nightly.

How do I install Decidealot?

Run `docker run -i --rm docker.io/psyb0t/decidealot:v0.5.0`. The README documents 3 environment variables (DECIDEALOT_API_KEY, DECIDEALOT_MCP_ALLOWED_HOSTS, DECIDEALOT_MCP_ALLOWED_ORIGINS) to set first. Set DECIDEALOT_MCP_ALLOWED_HOSTS, DECIDEALOT_MCP_ALLOWED_ORIGINS before connecting. DECIDEALOT_API_KEY is optional or environment-specific per the README. You can also paste the ready-made client config above.

07 · Alternatives to Decidealot

More AI & ML MCP servers · Predictalot · Visual Memory MCP · Audio Sonic MCP · RAG Vault · Ruv Swarm

More Python MCP servers · Audiolla · Stealthy Auto Browse · Talkies · Telethon Plus · see all