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Lockstep AI MCP server

by lockstep-team-agent·io.github.lockstep-team-agent/lockstep·v0.4.0·10 stars

Shared team memory for Claude Code: decisions, standards, and skills every agent session receives.

A91/100grade A
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Safety scan
A91/100

not scanned yet

Adoption
Growing

10 stars465 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Lockstep AI tools

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How Lockstep AI compares

Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
91/100
higher than 88% of 4,460 AI and agents servers
GitHub stars
10
more than 84% of 2,711 AI and agents servers
Downloads a week
465
more than 86% of 1,538 AI and agents servers with a package

Release history: 4 versions in the registry since 2026-09-17, latest 2026-11-03, typically one every 5 days.

Install Lockstep AI in Claude Code, Cursor or VS Code

Runs npx -y lockstep-cli on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add lockstep -- npx -y lockstep-cli
Add to Cursor

What the publisher says

From the Lockstep AI repository's README, as published. We do not edit it. Read it on GitHub

Lockstep

Keep decisions consistent. Turn product briefs into clear implementation context.

Start with one developer or one product manager. Grow into a shared decision record for your team.

Website · ▶ Try it live · Quick start · For product managers · How it works · Deploy

Yesterday, you and Claude renamed POST /login to POST /session. Today, a fresh session writes a client against the old route. The decision was made; the next session never received it.

Lockstep gives developers and product managers two ways to start independently:

  • Developers: keep accepted decisions across Claude Code sessions and check whether changed code may contradict them.
  • Product managers: turn a product brief into reviewed requirements, track revisions, and copy a useful implementation brief before a developer joins.
  • Teams: share the same ledger, route interface changes to affected services, and retain existing integrations, permissions, and PR enforcement.

For example, accept “exports expire after 24 hours, except internal previews.” A later Claude session receives that decision without another explanation. A PM can trace the requirement to its source, revise it for review, and share its accepted version with a developer.

Start with one real repo or brief. Invite a colleague when there is useful context to share; company-wide onboarding is not required.

<!-- Once recorded, the 25s two-developer demo GIF (storyboard in docs/DEMO.md) can become the lead visual, moved above the problem statement: -->

npx lockstep-cli onboard

How it compares

How It Works

Start with your own next session:

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Lockstep AI: common questions

Is Lockstep AI MCP server safe?
Yes, by our scan: it is graded A (91/100). Read the Lockstep AI safety report
How do I install Lockstep AI?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Lockstep AI need an API key?
No secret keys are declared. It reads 1 setting from the environment.
Is Lockstep AI maintained?
The last commit was 36 days ago (2026-09-29). The latest release is v0.4.0.
What can I use instead of Lockstep AI?
Servers from other publishers that do the same job: Watch Skill MCP server, Mnemoverse Memory MCP server and Skillsmith MCP server. Compare all Lockstep AI alternatives.
How does Lockstep AI compare with other AI and agents MCP servers?
safety score 91/100 (higher than 88% of 4,460 AI and agents servers); github stars 10 (more than 84% of 2,711 AI and agents servers); downloads a week 465 (more than 86% of 1,538 AI and agents servers with a package). Full comparison.

Alternatives to Lockstep AI

Same job from other publishers: the closest match first, then the best rated.

All Lockstep AI alternatives →
  • Watch Skill
    Watch video and live sessions, keep timestamped evidence, and verify an agent's own work.
    B
  • Mnemoverse Memory
    Hosted agent memory that learns from outcomes, with shared rooms. No key: mcp.mnemoverse.com/mcp
    A
  • Skillsmith
    Share agent skills across your team, scan them for risk, and track what's actually used.
    B
  • Basic Memory
    Local-first knowledge management with bi-directional LLM sync via Markdown files.
    B
  • Pm Claude Skills
    1310 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.
    A