mcpbeat Sign in

MetaGO Algorithms MCP Server

local only

MetaGO Algorithms runs on your own machine — the client starts it, so there is no endpoint to ping. 400 installs a week from npm. Last commit 27 Oct 2026.

927 deterministic algorithms as 57 MCP tools: coupling, value, distance, correlation, reduction.

Installs per day peak 324 · avg 22 · +1718% w/w
a month agotoday
400
Installs / week
npm · @metago-ai/algorithms
6
Stars
5 open issues
27 Oct 2026
Last commit
4 releases in 90 days
MIT
License
JavaScript

What the code does

We read the source, 6 d ago · rules 995398eba69f

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

In the project's build, not in the package

Found in continuous integration, deployment or infrastructure files, or in a neighbouring package of the same monorepo. None of this is installed when you add the server: it describes how the project is built and released. We list it because a leaked key in a build pipeline is still a real problem, but it is not something this server does on your machine.

Deletes files or strips permissions packages/engine/RUNTIME/src/evolution-engine.ts:514
      'eval(', 'exec(', 'system(', 'rm -rf', 'del /f', 'format ', 'shutdown',
      const filePath = path.join(this.enginePath, file.path);
Runs an external command full-regression.py:95
        r = subprocess.run([exe, str(script)], capture_output=True, text=True,
Page executes code built at runtime packages/dashboard/public/index.html:359
      tbody.innerHTML = tools.map(t => {

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add metago-algorithms -- npx -y @metago-ai/algorithms
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "metago-algorithms": {
      "command": "npx",
      "args": [
        "-y",
        "@metago-ai/algorithms"
      ]
    }
  }
}
~/.codex/config.toml
[mcp_servers.metago-algorithms]
command = "npx"
args = ["-y", "@metago-ai/algorithms"]
.cursor/mcp.json
{
  "mcpServers": {
    "metago-algorithms": {
      "command": "npx",
      "args": [
        "-y",
        "@metago-ai/algorithms"
      ]
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "metago-algorithms": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@metago-ai/algorithms"
      ]
    }
  }
}

Alternatives to MetaGO Algorithms

same job, measured the same way
Boring API
by relaex-engineers

Deterministic data tools: price list diff, PDF tables, feed validation, data mapping, table diff

7 tools answering
SooTool
by jinho-von-choi

Deterministic Decimal calculation MCP server: Korean tax, finance, accounting, statistics

1 368 installs/wk local only
DocGuard
by raccioly

Deterministic doc-drift detection: guard, score, explain, verify-claims and diagnose MCP tools.

1 721 installs/wk local only
Log Reducer
by imankha

Reduces log files for AI consumption — 50-90% token reduction via 18 deterministic transforms.

51 installs/wk local only
Temporal Cortex Calendar MCP
by temporal-cortex

18 deterministic calendar tools: contact resolution, temporal context, availability, booking

323 installs/wk local only
TinyFn
by tinyfn

500+ deterministic tools for AI agents: math, conversion, validation, hashing, encoding, date/time.

572 tools answering
Valuation API
by johnbehar1500-ux

Deterministic finance tools for AI agents — IRR, NPV, MOIC, DCF, WACC and sensitivity.

14 tools answering
Lumen
by nitishagar

Deterministic SEO audits as MCP tools: 36-rule site audit, keywords, rank, CWV reports.

45 installs/wk local only

MetaGO Algorithms — questions

Answers built from our own checks of this server.

Why is there no uptime for MetaGO Algorithms?
MetaGO Algorithms runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the npm package @metago-ai/algorithms was installed 400 times last week.
How do I connect MetaGO Algorithms?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls @metago-ai/algorithms straight from npm; nothing to host, nothing to sign up for.
How many people use MetaGO Algorithms?
The npm package @metago-ai/algorithms was installed 400 times in the last week. Week over week that is +1718%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is MetaGO Algorithms open source?
Yes — it is published under the MIT licence, written in JavaScript, 6 stars on GitHub and 5 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.