What does mcp-memory-gateway stop?

It turns repeated failures into reliability rules and Pre-Action Gates that block known AI agent mistakes before they execute.

Who should upgrade to Pro?

Teams that need cloud-synced memory, shared prevention rules, usage analytics, and unlimited custom gates across multiple machines and repos.

What is the first workflow this product fits?

The strongest first fit is a repeated coding or operations workflow where the same mistakes recur and the Veto Layer can block them before they waste more engineering time.

Can I pair it with editor continuity tools or resume assistants?

Yes. Continuity tools are optional context inputs, not a required orchestration layer. mcp-memory-gateway adds recall, reliability rules, and pre-action gates in the same agent session. External tools can also append structured JSONL events for watcher-based ingestion.

Can consultancies and platform teams use this for Claude workflow hardening or code modernization?

Yes. The strongest services fit is one Claude-first workflow with business value, such as code modernization, PR review hardening, or internal ops automation. The Gateway adds recall, prevention rules, pre-action gates, and verification evidence so the workflow is safer to ship and easier to defend to buyers.

What is the Workflow Hardening Sprint?

It is the front-line services offer: one workflow, one owner, and one proof review. The goal is to add recall, prevention rules, pre-action gates, and verification evidence so a Claude-first workflow is safer to ship team-wide.

Do I need subagents or an orchestration layer to get value?

No. The Gateway is meant to keep one sharp agent on task. It adds recall, prevention rules, and pre-action gates without introducing extra agent handoffs or planner overhead.

Harden one Claude workflow. Keep one sharp agent.

Built for platform teams, consultancies, and AI-heavy engineering groups. mcp-memory-gateway adds recall, reliability rules, pre-action gates, and verification evidence to Claude Code, Codex, Gemini, and Amp without introducing another orchestration layer or subagent handoff tax.

Best first commercial motion: the Workflow Hardening Sprint for one workflow, one owner, and one proof review.

Start Sprint Intake Review Proof Pack Get Started Free

CI + proof artifacts published Claude Code / Codex / Gemini / Amp Code modernization ready Platform + consultancy fit One workflow, one owner, one proof review No orchestration tax Pairs with continuity tools MIT Licensed Local-first, no cloud required

Who Buys This

Seven high-intent use cases for Claude workflow hardening.

The sellable unit is not a generic AI employee. It is one workflow with memory, gates, and proof that a buyer can actually defend in production.

Code modernization partners

Keep migration rules, repository sharp edges, and verification checks durable across long Claude Code sessions instead of re-explaining them on every repo.

Platform engineering

Turn repeated review pain into repo-wide prevention rules and pre-action gates that make AI delivery safer at team scale.

Agency teams

Keep client-specific constraints, tone, architecture, and approval rules durable so one consultant is not the only person who remembers the landmines.

OSS maintainers

Convert merged PR review comments into reusable lessons so contributors and agents stop hitting the same issue in different files.

AI product teams

Add recall, guardrails, and proof to one real workflow instead of shipping vibe-based agent behavior that nobody can audit later.

DevOps and internal ops

Persist operational lessons and block repeated unsafe actions before they touch production infrastructure or compliance-sensitive systems.

Founders and power users

Resume faster, stop re-teaching the same repo context, and keep one sharp agent aligned through long sessions and repeated delivery loops.

The Problem

Resuming is not enough if the agent still repeats the same mistake.

Continuity gets you back into the project. The Gateway keeps one sharp agent on task and makes the workflow more sellable by adding proof, gates, and repeatable behavior instead of more handoffs, planners, or orchestration layers.

Before

Infinite review loop

Agent pushes broken code
↓
Bot comments on the PR
↓
You fix it manually
↓
Agent pushes again
↓
Same mistake, different file
↓
Repeat forever

After

Gate blocks it first

Agent tries git push
↓
Gate blocks the action
↓
Shows why it was blocked
↓
Agent fixes the issue
↓
Clean push, no review cycle
↓
You save 20 minutes

Why It Lands

AI reliability system, not orchestration layer.

Keep the base agent that already feels sharp. Put continuity upstream, let the Gateway sit underneath the session, and sell the result as workflow hardening for code modernization, PR review, and internal ops.

Keep one sharp agent

No swarm required. The Gateway improves one agent's continuity and safety instead of adding subagent coordination overhead.

Pair continuity upstream

Use your editor or resume assistant to reload context. The Gateway consumes that context and turns it into actionable recall, reliability rules, and proof.

Block repeat mistakes downstream

Repeated failures become gates and reminders. The system stays out of the way until evidence says the pattern is recurring.

What We Sell

Start with the Workflow Hardening Sprint. Expand only after the workflow proves out.

Start with one workflow, one owner, one proof pack. That keeps the commercial story specific and avoids the generic 'AI employee' trap.

Claude workflow hardening sprint

Wire memory, gates, and verification into one production workflow so repeated agent failures become prevention rules instead of recurring support tickets. This is the front-line offer.

Code modernization guardrails

Carry migration notes, architecture constraints, and validation checks across long refactor sessions so Claude Code delivery survives real repositories.

Proof-ready rollout pilot

Ship one workflow with machine-readable evidence, buyer-facing diagnostics, and a Veto Layer that can be defended in security and platform reviews.

Start Sprint Intake See Sprint Scope

Sprint Intake

Qualify one workflow in under two minutes.

Tell us the workflow, the owner, and the repeated blocker. This writes into a contactable sprint-intake queue instead of disappearing into generic telemetry.

Workflow Hardening Sprint

One workflow, one owner, one proof review

Best fit when one Claude-first workflow already matters and the problem is repeated mistakes, rollout hesitation, or weak proof.

Work email Company

Workflow

Workflow owner Current agent or runtime

Biggest repeated failure or rollout blocker Optional detail

Email Instead Review Proof Pack

No sprint intake submitted yet.

Need immediate access?

Start with Pro today

Self-serve Pro is still the fastest paid path if you want hosted synced memory right now. Use the sprint when the blocker is workflow reliability, buyer proof, or rollout discipline.

Use Pro when you need hosted synced memory immediately.
Use the sprint when one workflow needs proof, gates, and rollout support.
Both paths point to the same commercial truth and verification evidence.

Compare with Pro

How It Works

Three steps. No orchestration tax.

Set up in under a minute. The system learns from your feedback and auto-promotes repeated failures into blocking rules while staying out of the agent's way.

One command setup

Initialize the gateway for your agent. Creates the MCP config, hooks, and local reliability layer without adding another planner or swarm.

npx mcp-memory-gateway init --agent claude-code

Give feedback

Thumbs up or down on agent actions. The system captures what worked and what failed, building your pattern library.

mcp__rlhf__capture_feedback(signal=down, context="pushed without tests")

Gates auto-promote

When a failure pattern appears 3+ times, it automatically becomes a blocking rule. No manual config needed.

3+ failures → auto-promoted to blocking gate

mcp-memory-gateway dashboard

Approval Rate: 26% → 45% (7-day trend)

Active Gates: 7 (4 manual, 3 auto-promoted)

Actions Blocked: 12 this week

Estimated Time Saved: 3.2 hours

Verification evidence published CLI + API + MCP same reliability layer Claude, Codex, Gemini, Amp supported Code modernization and workflow hardening fit No subagent handoff tax by default Continuity tools pair cleanly upstream MIT licensed Local-first or hosted Pro

Pricing

Free forever. Pro when you need it.

The local CLI handles single-machine use without another coordination stack. Pro syncs your memories to the cloud via Cloudflare Workers so your whole team benefits.

Free

Local

$0 / forever

500 memories, 100 retrievals/day
5 built-in gates
Single user, single machine
DPO/KTO export for fine-tuning
CLI dashboard

Get Started

Pro

Cloud

$29 / month

Cloud-synced memories from any machine
Unlimited memories and retrievals
Team sharing of prevention rules
Usage dashboard (memories, retrievals, cache hits, cost savings)
Unlimited custom gates with auto-gate promotion
Priority support

Get Pro — $29/mo

Not buying yet?

Tell us what is blocking the decision. This feeds the buyer-diagnostics layer so pricing, proof, and onboarding can be tightened with evidence instead of guesses.