yoda.digital / open source

Cluster · Model Context Protocol

MCP servers built for real work

Yoda Digital maintains six Model Context Protocol servers that expose tools, prompts, and resources from production systems: GitLab with 86 tools, Moldova's official ANSC and MTender data, Google Analytics 4 and Search Console, plus end-to-end encrypted messaging between Claude Code instances. Every server is published on npm under a short name and starts with a single command.

Related projects

Why this matters

MCP has become the lingua franca for plugging AI agents into operational systems. The difference between a demo MCP server and a production-grade one shows in the details: how it handles authentication, how it paginates past API caps, whether prompts are pre-curated for real workflows, whether transports cover stdio plus stateful HTTP.

The six servers here aren't built to tick a technology box — each solves a concrete problem the Yoda Digital team uses in production: DevOps control through agents (mcp-gitlab-server), civic intelligence on Moldova's public procurement (ansc-mcp-server, mtender-mcp-server), full SEO automation (gacli, gsccli), and secure agent-to-agent coordination (mycelium).

Every server declares the supported MCP spec version, exposes a tool list visible in its README, and can be inspected before install via the per-project comparison page and the install page with copy-paste configuration snippets for Claude Desktop, Cursor, Zed, and VS Code.

How to start

  1. 01
    Pick a server from the list below that matches your workflow (DevOps, public procurement, SEO, or agent coordination).
  2. 02
    Open the project's install page — each ships copy-paste configurations for the popular MCP clients.
  3. 03
    Start with a read-only test — every server has either an explicit read-only mode or purely read tools for safe bootstrapping.
  4. 04
    Extend to write tools only after you understand the effects — the README tools section for each project carries the full signature.

The MCP spec evolves quickly (the current version tracked by these servers is 2025-11-25). The portal displays the version exactly as each repo declares it, regenerated on every commit via GitHub webhook.

See also