groundwork

groundwork is a MCP server by nickjlamb that scaffolds a deployment-readiness harness (redaction, evals from real failures, CI regression gate) into document-QA and extraction projects, and exposes grounding, extraction and readiness.

Updated 2026-09-29

What is groundwork?

groundwork is a MCP server by nickjlamb that scaffolds a deployment-readiness harness (redaction, evals from real failures, CI regression gate) into document-QA and extraction projects, and exposes grounding, extraction and readiness. It is listed under Developer tools and has 1 GitHub stars.

TypeMcp server
Authornickjlamb
Repositorynickjlamb/groundwork
Popularity1 GitHub stars
CategoryDeveloper tools
SecurityLow risk (84/100)
Rank#3,248 of 4,418 MCP servers; #656 in Developer tools
Last commit2026-09-29
RunsLocally
LanguageTypeScript

Is groundwork safe to install?

groundwork scores 84/100 on the MCPMods security check: Low risk. Things to review: can take actions such as send, write or deploy. It passed 4 of 6 checks.

MCP server results come from listing signals: who publishes it, where your data goes and what it can do. The code itself is not scanned yet.

CheckResult
Community-built serverNote
Runs on your machine onlyPass
No credentials mentionedPass
Can take actions such as send, write or deployReview
No code executionPass
Source on GitHubPass

How do I install groundwork?

  1. Find the launch command. The README says how the server starts (npx, uvx, docker or a remote URL) and which API keys it needs.
    https://github.com/nickjlamb/groundwork
  2. Add it to Claude Code. Replace the part after -- with the command from the README. Remote servers use --transport http with a URL.
    claude mcp add groundwork -- <command from README>
    claude mcp add --transport http groundwork <server-url>
  3. Check it connected. This lists your MCP servers and their status.
    claude mcp list

Or ask Claude to set it up

Paste this into Claude Code and it installs groundwork for you:

Add the "groundwork" MCP server from https://github.com/nickjlamb/groundwork to Claude Code. Read its README for the launch command and any API keys I need, run claude mcp add, then check that it connects.