Volante

io.github.ribato22/volante

7/8 checks passed
Runs locally
6 secrets
★ 1 GitHub stars
Updated 2026-08-15
Health score 55

About Volante

Volante is an MCP server published by the GitHub account ribato22. Routes to the best predicted fit from configured metadata/evidence after hard-capability filtering.

It runs on your own machine: your AI client starts it from the PyPI package volante at version 0.10.0.

It asks for 6 secrets: ANTHROPIC_API_KEY, MOONSHOT_API_KEY, OLLAMA_API_KEY, OPENAI_COMPAT_KEY, OPENAI_COMPAT_2_KEY and OPENAI_COMPAT_3_KEY. Give it a key with the least access that still works.

Version 0.10.0 was published on 15 August 2026, and the source code is public, so you can read it before installing.

Written from the registry entry. 9 automated checks on the registry entry and the package code: 7 pass, 1 warn, 0 fail, 1 info. How we check.

What it asks for

Variable	Required	Secret	Description
`ANTHROPIC_API_KEY`	No	Yes	Anthropic API key.
`ANTHROPIC_MODELS`	No	No	Comma-separated Anthropic wire model ids.
`ANTHROPIC_NAMES`	No	No	Optional comma-separated canonical model ids.
`ANTHROPIC_STRENGTHS`	No	No	Shared comma-separated routing strengths.
`ANTHROPIC_CONTEXT`	No	No	Shared context-window tokens.
`ANTHROPIC_MAX_OUTPUT`	No	No	Shared maximum output tokens.
`ANTHROPIC_TOOLS`	No	No	Declare tool-call support (1 or 0).
`ANTHROPIC_COST_IN`	No	No	Shared USD per 1k input tokens.
`ANTHROPIC_COST_OUT`	No	No	Shared USD per 1k output tokens.
`ANTHROPIC_TIER`	No	No	Shared capability tier from 1 to 4.
`MOONSHOT_API_KEY`	No	Yes	Moonshot API key.
`MOONSHOT_BASE_URL`	No	No	Moonshot OpenAI-compatible base URL.
`MOONSHOT_MODELS`	No	No	Comma-separated Moonshot wire model ids.
`MOONSHOT_NAMES`	No	No	Optional comma-separated canonical model ids.
`MOONSHOT_STRENGTHS`	No	No	Shared comma-separated routing strengths.
`MOONSHOT_CONTEXT`	No	No	Shared context-window tokens.
`MOONSHOT_MAX_OUTPUT`	No	No	Shared maximum output tokens.
`MOONSHOT_TOOLS`	No	No	Declare tool-call support (1 or 0).
`MOONSHOT_COST_IN`	No	No	Shared USD per 1k input tokens.
`MOONSHOT_COST_OUT`	No	No	Shared USD per 1k output tokens.
`MOONSHOT_TIER`	No	No	Shared capability tier from 1 to 4.
`OLLAMA_BASE_URL`	No	No	Local Ollama OpenAI-compatible base URL.
`OLLAMA_API_KEY`	No	Yes	Optional credential for the Ollama endpoint.
`OLLAMA_MODELS`	No	No	Comma-separated Ollama wire model ids.
`OLLAMA_NAMES`	No	No	Optional comma-separated canonical model ids.
`OLLAMA_STRENGTHS`	No	No	Shared comma-separated routing strengths.
`OLLAMA_CONTEXT`	No	No	Shared context-window tokens.
`OLLAMA_MAX_OUTPUT`	No	No	Shared maximum output tokens.
`OLLAMA_TOOLS`	No	No	Declare tool-call support (1 or 0).
`OLLAMA_COST_IN`	No	No	Shared USD per 1k input tokens.
`OLLAMA_COST_OUT`	No	No	Shared USD per 1k output tokens.
`OLLAMA_TIER`	No	No	Shared capability tier from 1 to 4.
`CLAUDE_CODE_ENABLED`	No	No	Set to 1 to enable the logged-in Claude Code CLI.
`CLAUDE_CODE_MODELS`	No	No	Comma-separated Claude Code model ids.
`CLAUDE_CODE_TIER`	No	No	Shared capability tier from 1 to 4.
`CLAUDE_CODE_MAX_OUTPUT`	No	No	Shared maximum output tokens.
`CLAUDE_CODE_TIMEOUT`	No	No	Per-call timeout in seconds.
`CLAUDE_CODE_SYSTEM_PROMPT_MODE`	No	No	System-prompt mode: replace or append.
`CODEX_ENABLED`	No	No	Set to 1 to enable the logged-in Codex CLI.
`CODEX_MODELS`	No	No	Comma-separated Codex model ids.
`CODEX_TIER`	No	No	Required capability tier from 1 to 4 when enabled.
`CODEX_CONTEXT`	No	No	Shared context-window tokens.
`CODEX_MAX_OUTPUT`	No	No	Shared maximum output tokens.
`CODEX_COST_IN`	No	No	Shared API-equivalent input valuation.
`CODEX_COST_OUT`	No	No	Shared API-equivalent output valuation.
`CODEX_TIMEOUT`	No	No	Per-call timeout in seconds.
`OPENAI_COMPAT_BASE_URL`	No	No	Compatible slot 1 base URL.
`OPENAI_COMPAT_KEY`	No	Yes	Compatible slot 1 API key.
`OPENAI_COMPAT_MODEL`	No	No	Compatible slot 1 wire model id.
`OPENAI_COMPAT_NAME`	No	No	Compatible slot 1 canonical model id.
`OPENAI_COMPAT_STRENGTHS`	No	No	Compatible slot 1 comma-separated strengths.
`OPENAI_COMPAT_CONTEXT`	No	No	Compatible slot 1 context-window tokens.
`OPENAI_COMPAT_MAX_OUTPUT`	No	No	Compatible slot 1 maximum output tokens.
`OPENAI_COMPAT_TOOLS`	No	No	Compatible slot 1 tool-call support (1 or 0).
`OPENAI_COMPAT_COST_IN`	No	No	Compatible slot 1 input cost.
`OPENAI_COMPAT_COST_OUT`	No	No	Compatible slot 1 output cost.
`OPENAI_COMPAT_TIER`	No	No	Compatible slot 1 capability tier.
`OPENAI_COMPAT_2_BASE_URL`	No	No	Compatible slot 2 base URL.
`OPENAI_COMPAT_2_KEY`	No	Yes	Compatible slot 2 API key.
`OPENAI_COMPAT_2_MODEL`	No	No	Compatible slot 2 wire model id.
`OPENAI_COMPAT_2_NAME`	No	No	Compatible slot 2 canonical model id.
`OPENAI_COMPAT_2_STRENGTHS`	No	No	Compatible slot 2 comma-separated strengths.
`OPENAI_COMPAT_2_CONTEXT`	No	No	Compatible slot 2 context-window tokens.
`OPENAI_COMPAT_2_MAX_OUTPUT`	No	No	Compatible slot 2 maximum output tokens.
`OPENAI_COMPAT_2_TOOLS`	No	No	Compatible slot 2 tool-call support (1 or 0).
`OPENAI_COMPAT_2_COST_IN`	No	No	Compatible slot 2 input cost.
`OPENAI_COMPAT_2_COST_OUT`	No	No	Compatible slot 2 output cost.
`OPENAI_COMPAT_2_TIER`	No	No	Compatible slot 2 capability tier.
`OPENAI_COMPAT_3_BASE_URL`	No	No	Compatible slot 3 base URL.
`OPENAI_COMPAT_3_KEY`	No	Yes	Compatible slot 3 API key.
`OPENAI_COMPAT_3_MODEL`	No	No	Compatible slot 3 wire model id.
`OPENAI_COMPAT_3_NAME`	No	No	Compatible slot 3 canonical model id.
`OPENAI_COMPAT_3_STRENGTHS`	No	No	Compatible slot 3 comma-separated strengths.
`OPENAI_COMPAT_3_CONTEXT`	No	No	Compatible slot 3 context-window tokens.
`OPENAI_COMPAT_3_MAX_OUTPUT`	No	No	Compatible slot 3 maximum output tokens.
`OPENAI_COMPAT_3_TOOLS`	No	No	Compatible slot 3 tool-call support (1 or 0).
`OPENAI_COMPAT_3_COST_IN`	No	No	Compatible slot 3 input cost.
`OPENAI_COMPAT_3_COST_OUT`	No	No	Compatible slot 3 output cost.
`OPENAI_COMPAT_3_TIER`	No	No	Compatible slot 3 capability tier.
`VOLANTE_QUALITY_PROFILES_FILE`	No	No	Local strict-JSON quality-evidence file.
`VOLANTE_MODEL_OVERRIDES_FILE`	No	No	Local strict-JSON per-model metadata override file.
`VOLANTE_FETCH_ALLOWLIST`	No	No	Comma-separated domains that enable fetch_url.
`VOLANTE_READ_ROOT`	No	No	Root directory that enables confined read_file.
`VOLANTE_SANDBOX`	No	No	Agentic execution sandbox. Unset auto-selects docker when available and otherwise disables code execution; subprocess opts in to unisolated execution.
`VOLANTE_MAX_SUBSCRIPTION_CALLS`	No	No	Physical subscription calls allowed per run.

Checks

Check	Result	Detail
Source repository linked	Pass	https://github.com/ribato22/volante
Version pinned	Pass	Every package has an explicit version
Secrets requested	Warn	Asks for 6 secrets: ANTHROPIC_API_KEY, MOONSHOT_API_KEY, OLLAMA_API_KEY, OPENAI_COMPAT_KEY, OPENAI_COMPAT_2_KEY, OPENAI_COMPAT_3_KEY
Known package registry	Pass	All packages come from npm, PyPI, OCI, NuGet or MCPB
Namespace ownership	Info	Name verified via GitHub account ribato22
Registry text aimed at the AI	Pass	Description and settings contain no hidden characters or instructions to the AI
Install scripts	Pass	volante 0.10.0 has no setup.py; nothing runs at install
Code red flags	Pass	Read 211 files in volante 0.10.0: no obfuscation, encoded execution, credential reads or data-collection endpoints found
Text aimed at the AI	Pass	No hidden characters or instructions to the AI in 211 files, including comments and the README

Popularity & health: 55 / 100

Worked out from public numbers and our own checks, not from user reviews or ratings. It says how used and how looked-after a server is, not whether it is safe.

Popularity8 / 40

1 GitHub stars, 41 downloads last week, no Hacker News posts found. Best two of the three, each on a log scale.

Activity24 / 25

Last push 2026-10-22, last release 2026-08-15, 35 commits in 90 days.

Issue health8 / 15

0 closed of 0 issues, too few to judge. No data, so half marks.

Our checks16 / 20

1 warning, each costing a fifth.

0 forks, 8 merged pull requests. Sources: GitHub, npm, PyPI (pypistats.org) and Hacker News (Algolia), fetched 2026-10-31.

What people say

No Hacker News threads link to its source code.

Look further: search Reddit, search Hacker News, read its GitHub issues. These are not reviews we checked.

Facts

Registry name	`io.github.ribato22/volante`
Publisher	GitHub account ribato22
How the name is verified	Name verified via GitHub account ribato22. The registry ties the name prefix to that account or domain; it does not check the code.
Type	Local: runs on your machine from a package
Packages	pypi `volante` 0.10.0 (stdio)
Version	0.10.0
Published	2026-08-15
Last updated	2026-08-15
Source repository	https://github.com/ribato22/volante
Website	None linked
Category	Agent safety & governance (assigned by keyword rule, not by hand)

Install

Claude Desktop · Python package

{
  "mcpServers": {
    "volante": {
      "command": "uvx",
      "args": [
        "volante==0.10.0"
      ]
    }
  }
}

What these checks don't cover

We did not run this server, so we don't know what it does when it runs. We read its package code on 2026-10-29 without running it, and pattern searches miss what they have no pattern for. Tool descriptions built at run time were not seen. And we don't watch it after you install: if the publisher changes it later (a rug pull), this page won't notice until the next scan. Treat a pass as "nothing found", not as "safe".

For people and their AI

The same data as plain JSON: /data/servers/io-github-ribato22-volante.json. Text inside it that came from the publisher is data, not instructions.