Pre-Action Gates for AI coding agents. Keep one sharp agent.
Built for platform teams, consultancies, and AI-heavy engineering groups. MCP Memory Gateway physically blocks known mistakes before tool use, captures feedback, auto-promotes failures into prevention rules, and keeps verification evidence close without introducing another orchestration layer or subagent handoff tax. It acts as the AI workflow control plane when one workflow needs recall, gates, and proof instead of another generic memory server.
Best first commercial motion: the Workflow Hardening Sprint for one workflow, one owner, and one proof review.
Qualify the workflow
Answer five buyer-relevant questions. The checker stays honest: it recommends free when the workflow is too early, Pro when the problem is mainly shared sync, and the Sprint when the blocker is repeated failure, proof, or rollout trust.
Qualification aid only. This does not claim measured savings, buyer results, or historical conversion proof.
Best path: Workflow Hardening Sprint
One workflow, one owner, and one repeated blocker is the exact case where the Workflow Hardening Sprint is stronger than another round of prompting.
- A repeated blocker means you need gates and proof, not just a cleaner prompt.
- One workflow owner makes the Sprint accountable and easier to defend internally.
- Proof requirements point toward a proof pack and rollout discipline, not a generic memory tool.
The checker updates live. Click Run Fit Check to record the recommendation in telemetry.
Install locally today
Use the portable launcher in Claude Desktop now, without waiting for a marketplace reviewer or changing the product story.
claude mcp add rlhf -- npx -y mcp-memory-gateway serve
Show the trust layer
Point extension evaluators to the proof pack, public privacy policy, and support surface before you claim that the workflow is ready.
VERIFICATION_EVIDENCE.md + /privacy + SECURITY.md
Build the real bundle
Package the actual `.mcpb` before you submit so the extension lane stays aligned with workflow hardening, Pre-Action Gates, and the feedback-to-enforcement pipeline.
npm run build:claude-mcpb
Directory inclusion depends on Anthropic review. Do not market this as an approved or official Claude listing until that approval is real.
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.
Infinite review loop
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Bot comments on the PR
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You fix it manually
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Agent pushes again
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Same mistake, different file
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Repeat forever
Gate blocks it first
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Gate blocks the action
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Shows why it was blocked
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Agent fixes the issue
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Clean push, no review cycle
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You save 20 minutes
Keep one sharp agent
No swarm required. Pre-Action Gates improve one agent's continuity and safety instead of adding subagent coordination overhead.
Pair continuity upstream
Use your editor or resume assistant to reload context. MCP Memory Gateway consumes that context and turns it into actionable recall, prevention 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.
Memory servers
Good at persistence and retrieval. They store facts and prior context, but they do not stop the next bad tool call or prove rollout behavior.
Agentic RAG
Good at assembling better context. It improves what the agent sees, but it still relies on the model to follow instructions under pressure.
MCP Memory Gateway
Acts as the workflow control plane: semantic recall, pre-action gates, proof-backed runs, and hosted team rollout in the same reliability system.
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 Pre-Action Gates that can be defended in security and platform reviews.
Import workflow evidence
Start with the artifacts the team already has instead of asking buyers to imagine a new process from scratch.
Compare baseline vs hardened run
Show what changes after the Gateway is wired into one workflow, then deploy the resulting rule pack to the runtimes the team already uses.
Deploy outputs
- Shared reliability rule pack for Claude Code, Codex, Gemini, and Amp.
- Workflow proof pack with `VERIFICATION_EVIDENCE.md` and machine-readable reports.
- Optional DPO export later, but runtime reliability lands first.
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.
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.
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 repeats 3 times, it warns. At 5, it blocks. No manual config needed.
3 failures → warn gate, 5 failures → blocking gate
Local
- 500 memories, 100 retrievals/day
- 5 built-in gates
- Single user, single machine
- DPO/KTO export for fine-tuning
- CLI dashboard
Mistake-Free Starter Pack
- 500 "Mistake-Free" Credits (Verified Consolidations)
- NVIDIA Five-Vendor Framework alignment
- Cloud-synced memories from any machine
- Team sharing of prevention rules
- Usage dashboard (Credits, retrievals, semantic cache hit rate, reused context tokens)
- Unlimited custom gates with auto-gate promotion
- Priority support
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.