Memstack MCP Server

MemStack™

The structured skill framework for Claude Code: 131 professional skills for deployment, security, databases, content, marketing, and more.

Skills activate automatically when you need them. Say "deploy this to Railway" and the right skill loads on demand.

Install

MemStack installs in two parts: the skills (via the Claude Code plugin marketplace) and the engine (the MCP skill loader, via PyPI). You need both: the loader reads skill files from the installed marketplace plugin. Every command below is labeled (in Claude Code) or (in terminal): running one in the wrong place is the most common setup mistake.

Step 1: Install the free skills · (in Claude Code):

/plugin marketplace add cwinvestments/memstack
/plugin install memstack@cwinvestments-memstack

Run both commands. This unlocks the 87 free skills right away.

SSH error? ("Host key verification failed" on a fresh server that's never used GitHub over SSH.) Default fix · (in terminal): rewrite GitHub to HTTPS, then retry Step 1:

git config --global url."https://github.com/".insteadOf "git@github.com:"

Backup fix · (in terminal): add GitHub's host key, then retry Step 1:

mkdir -p ~/.ssh && ssh-keyscan github.com >> ~/.ssh/known_hosts

Step 2: Install the engine · (in terminal):

Windows:

pip install --upgrade memstack-skill-loader

Mac / Linux: install into a dedicated virtual environment:

python3 -m venv ~/.memstack-venv
~/.memstack-venv/bin/pip install --upgrade memstack-skill-loader

Recent Homebrew and Debian Pythons refuse installs into the system environment, and the MCP registration in Step 3 must point at the Python that has the package, so both steps use the venv's own Python. No venv module? Run sudo apt install python3-venv first (Debian/Ubuntu).

Check the install · (in terminal):

# Windows
python -m memstack_skill_loader --version
python -m memstack_skill_loader doctor
# Mac / Linux
~/.memstack-venv/bin/python -m memstack_skill_loader --version
~/.memstack-venv/bin/python -m memstack_skill_loader doctor

Step 3: Register the MCP server · (in terminal): register against the same Python you installed onto in Step 2.

Windows:

claude mcp add --scope user memstack-skills -- python -m memstack_skill_loader

Mac / Linux:

claude mcp add --scope user memstack-skills -- ~/.memstack-venv/bin/python -m memstack_skill_loader

If this doesn't match Step 2's Python, the server won't launch (you'll see a "failed to reconnect" error and activate_license will be missing).

Step 4: Activate your license · (in Claude Code, after a full restart): fully quit and reopen Claude Code first so it picks up the new MCP server, then run:

activate_license(key="your-key", email="you@example.com")

This unlocks the 44 Pro-exclusive skills (87 free + 44 Pro = 131 total). Free-tier users can skip this step: type list skills to verify the 87 free skills loaded.

See GETTING-STARTED.md for detailed setup, and the Troubleshooting section below.

Troubleshooting

error: externally-managed-environment (during Step 2): pip refuses to install into a system-managed Python (recent Homebrew and Debian). Do not answer it with --break-system-packages; install into the venv instead, then register that venv's Python as in Step 3 · (in terminal):

python3 -m venv ~/.memstack-venv
~/.memstack-venv/bin/pip install --upgrade memstack-skill-loader

Plugin clone fails: "Host key verification failed" (during Step 1): a fresh server that's never connected to GitHub over SSH. Default fix · (in terminal): git config --global url."https://github.com/".insteadOf "git@github.com:" then retry Step 1. Backup fix · (in terminal): mkdir -p ~/.ssh && ssh-keyscan github.com >> ~/.ssh/known_hosts then retry Step 1.

activate_license not found, or MCP "failed to reconnect (-32000)": the loader was installed onto a different Python interpreter than the one Claude Code launches (the classic bare-python mismatch on Linux/Mac). Check · (in terminal):

~/.memstack-venv/bin/python -m memstack_skill_loader doctor

If it runs, make sure Step 3 registered that exact path, then fully restart Claude Code. If it errors with No such file or directory or ModuleNotFoundError, create the venv, reinstall, and re-register against the venv's Python. An existing registration (for example one pointing at /usr/bin/python3) has to be removed first · (in terminal):

python3 -m venv ~/.memstack-venv
~/.memstack-venv/bin/pip install --upgrade memstack-skill-loader
claude mcp remove --scope user memstack-skills
claude mcp add --scope user memstack-skills -- ~/.memstack-venv/bin/python -m memstack_skill_loader

Then fully restart Claude Code. Rule of thumb: whichever Python runs doctor successfully is the path that must appear in your claude mcp add command.

ensurepip is not available or No module named venv (during Step 2): that Python ships without the venv module (common on minimal Debian/Ubuntu server images). Install it, then retry the Step 2 install · (in terminal):

sudo apt install python3-venv

Tier Structure

Tier	Skills	Access
Free	87 skills	Included with MemStack™ base
Pro	131 total (87 free + 44 Pro-exclusive)	Requires Pro Skill Loader (memstack.pro)

Architecture note: Pro skills are license-gated. When you activate a valid Pro key, the loader downloads them from our server to ~/.memstack/pro-skills. Free users see free skills only; Pro license holders unlock the full catalog. This design keeps a single source codebase with no separate repos or branches for Pro content.

<!-- BEGIN GENERATED PRO LIST -->

Pro-exclusive skills (44): advanced-security, api-docs, api-load-tester, branching, browser-use, burn, checkpoint, claude-api-helper, codebase-index, config-audit, consolidate, context-db, council, database-architect, database-migration, dependency-auditor, developer-growth-analysis, diagram-generator, doc-index, drift-detection, env-manager-pro, error-handler, frontend-design, git-worktrees, governor-pro, gtm-validator, hooks-integration, ios-app-store, log-analyzer, mcp-builder, meeting-insights-analyzer, model-router, multi-agent, nextjs-conventions, performance-profiler, python-conventions, rag-builder, session-restore, social-media, test-generator, us-privacy-compliance, video-pipeline, video-review, web-scraper. These require an active Pro license.

<!-- END GENERATED PRO LIST -->

New skill rule: All newly added skills default to Pro-exclusive. After 90 days, they drop to the free tier unless marked permanent-Pro.

Unlock Pro Skills

Complete the Install steps above first (marketplace + engine). Then, in Claude Code, ask Claude to run:

activate_license(key="your-key", email="you@example.com")

Pro skills download automatically from our server to ~/.memstack/pro-skills: there is no separate marketplace step for Pro. Your key is saved permanently: no environment variables needed.

Alternative: You can also set MEMSTACK_PRO_LICENSE_KEY as an environment variable instead of using activate_license. Use setx on Windows or add to ~/.bashrc on Mac/Linux, then restart your terminal and Claude Code.

Updating

MemStack updates through three independent channels. Refresh whichever you need, then restart Claude Code:

1. Free skills (including newly released ones), in Claude Code:

/plugin marketplace update cwinvestments-memstack

then /reload-plugins (or restart Claude Code).

Fallback: if a new skill doesn't appear (marketplace version-detection can be unreliable), re-run /plugin install memstack@cwinvestments-memstack. As a last resort, clear the cached plugin and reinstall it.

2. Pro skills: auto-update within 24 hours. To force an immediate re-download, ask Claude to run the refresh_pro_skills tool.

3. Engine (the skill loader itself), in your terminal:

# Windows
pip install --upgrade memstack-skill-loader
# Mac / Linux
~/.memstack-venv/bin/pip install --upgrade memstack-skill-loader

Free Base (Included)

Everything from MemStack free:

• SQLite-backed persistent memory with semantic vector search
• Deterministic hooks (commit safety, build verification, secret scanning)
• 17 core skills (Echo, Diary, Work, Forge, Scan, Governor, etc.)
• TTS voice notifications (task complete, needs attention, error alerts)
• TokenStack™ context compression
• Always-on rules and slash commands

All Skills (131 total: 87 free + 44 Pro-exclusive)

All 131 skills are fully implemented with complete protocols, context guards, activation messages, and level history. Skills load on-demand via the MCP catalog system: only the skill matching your current task is loaded, preventing context bloat. 44 Pro-exclusive skills require an active license key. Get a key at memstack.pro.

<!-- BEGIN GENERATED SKILLS CATALOG -->

Core (17: 8 free + 9 Pro)

Skill	Description
compress	Monitor and manage TokenStack™ context compression for Claude Code sessions, tracking proxy status and token savings.
diary	Save a structured session diary capturing what was built, decisions made, and next steps at the end of a productive session.
echo	Recall information from past Claude Code sessions using semantic vector search when referencing previous work.
goal	Structure a task into TASK, WHY, OUTCOME, CONSTRAINTS, and a required VERIFICATION criterion before execution begins, so 'done' is defined and provable up front.
grimoire	Manage and update CLAUDE.md files across all projects after significant changes.
report	Writes the session final report to a file, then prints only the path and a one-line summary. Fires on the phrase in a prompt or on a configured standing trigger.
sight	Generate Mermaid diagrams showing project architecture, schema, and data flow for a visual overview of code structure.
token-optimization	Enable and understand TokenStack™, the built-in compression proxy that shrinks Claude Code tool output before it reaches the Anthropic API, covering how to turn it on, the free and Pro transforms, and how to read token savings on the dashboard.
burn [PRO]	Track Claude Code token consumption, API spend, and context-window usage with per-session logs, per-project rollups, and monthly budget alerts.
checkpoint [PRO]	Capture state and context before risky changes so you can roll back if things go wrong, creating structured save points with decision context and file states.
consolidate [PRO]	Compress a week of diary entries into actionable insights and cross-project pattern summaries.
context-db [PRO]	Store and query structured project knowledge in a per-project SQLite database, reducing token usage by returning only relevant facts instead of reading full CLAUDE.md.
council [PRO]	Run a structured multi-perspective debate with four voices analyzing tradeoffs before making significant technical decisions.
governor-pro [PRO]	Enforce discipline guardrails for agentic coding: think before coding, no sycophancy, no infinite loops, verify before claiming done.
model-router [PRO]	Route tasks to the right AI model based on complexity, cost, and speed requirements, saving money without sacrificing quality where it matters.
multi-agent [PRO]	Orchestrate multiple Claude Code instances as a coordinated team where a Manager delegates, a Builder implements, and a Reviewer verifies.
session-restore [PRO]	Create structured snapshots capturing decisions, context, and next actions for seamless cross-session continuity and handoffs.

Security (12: 8 free + 4 Pro)

Skill	Description
api-audit	Audit Next.js API routes for authentication, authorization, input validation, and common vulnerabilities with a prioritized findings report.
csp-headers	Audit existing security headers, identify overly permissive directives, and generate a production-ready Content-Security-Policy with companion headers.
dependency-audit	Scan project dependencies for vulnerabilities, outdated packages, abandoned libraries, and supply chain risks with a prioritized upgrade plan.
git-guard	Install or verify machine-wide secret-blocking on a repo by confirming the global pre-commit hook, .gitignore coverage, a non-neutered gitleaks config, and a reachable gitleaks binary.
owasp-top10	Audit a web application against the OWASP Top 10 (2021) vulnerability categories with actionable findings and remediation steps.
rls-checker	Audit Supabase Row Level Security policies across all tables in a project to verify table-level access control.
rls-guardian	Enforce Row Level Security on every Supabase table creation, ensuring no table goes live without proper access policies, with migration templates and pre-commit checks.
secrets-scanner	Scan a codebase for hardcoded secrets, leaked API keys, and credential exposure across files and git history.
advanced-security [PRO]	Perform deep security analysis covering authentication, authorization, input validation, API security, dependency CVEs, and infrastructure hardening with proof-of-concept examples and remediation guides.
config-audit [PRO]	Scan Claude Code project configuration (.claude/, hooks, MCP servers, .gitignore, .env) for secrets, dangerous patterns, and misconfigurations before they cause problems.
dependency-auditor [PRO]	Perform deep dependency analysis covering CVE vulnerabilities, license compatibility, unused packages, version freshness, and safe update paths.
env-manager-pro [PRO]	Sync .env files with code, manage multi-environment configs, detect secrets in git, handle rotation workflows, and generate env documentation.

Deployment (8: 7 free + 1 Pro)

Skill	Description
ci-cd-pipeline	Detect the project type and generate a complete CI/CD pipeline with lint, test, build, and deploy stages plus rollback strategy and environment management.
docker-setup	Analyze a project and generate optimized Dockerfiles, docker-compose configs, and deployment-ready container setups with health checks and volume management.
domain-ssl	Validate DNS records, SSL certificates, redirects, HSTS, and domain health across all managed properties.
hetzner-setup	Provision a Hetzner Cloud server with security hardening, reverse proxy, SSL, database setup, monitoring, and automated backups.
marketplace-submit	Submit skills, plugins, or tools to community marketplaces via pull request with a step-by-step guide.
netlify-deploy	Validate build config, redirects, environment variables, and deployment readiness for Netlify static/SPA hosting.
railway-deploy	Validate project configuration, environment variables, and deployment readiness before pushing a Node.js, Python, or Docker application to Railway.
ios-app-store [PRO]	Follow a step-by-step checklist for submitting apps to the Apple App Store, covering pre-submission, common rejections, Capacitor/React Native specifics, and metadata optimization.

Development (37: 16 free + 21 Pro)

Skill	Description
api-designer	Produce production-ready Next.js App Router API routes with auth guards, Zod validation, typed responses, and consistent error handling.
changelog-generator	Generate a formatted CHANGELOG.md from git commit history, grouped by type and ready for release.
code-reviewer	Conduct a systematic code review across security, performance, maintainability, error handling, testing, and accessibility with severity-ranked findings and specific fixes.
familiar	Break large tasks into coordinated Claude Code session prompts for parallel execution across multiple instances.
forge	Create new MemStack skills or improve existing ones with proper structure and progressive disclosure.
mentor	Narrate decisions, tradeoffs, and reasoning in plain language as you build, so the user learns by working alongside you.
migration-planner	Plan safe database schema migrations with zero-downtime strategies, rollback procedures, data validation checkpoints, and version tracking.
performance-audit	Identify and prioritize performance bottlenecks across frontend, backend, and network layers with measured impact and fix priority.
project	Save and restore project state between Claude Code sessions for seamless handoffs when context is running low.
refactor-planner	Identify code smells, assess refactoring risk, select appropriate patterns, and build incremental execution plans with rollback strategies and verification checkpoints.
shard	Split monolithic files into focused, maintainable modules when working with files over 1000 lines.
state	Maintain a living document of where you are right now in a project, loading current context at session start.
test-writer	Generate comprehensive test suites with unit, integration, and e2e tests, proper mocking strategies, edge case coverage, naming conventions, and CI integration patterns.
verify	Review completed work against requirements before committing to ensure nothing was missed.
webapp-testing	Produce Playwright end-to-end tests that verify real user flows in a browser for web application QA.
work	Track tasks, manage plans, and survive Claude Code compacts with three operating modes for staying organized across sessions.
api-docs [PRO]	Fetch current API documentation via Context Hub before writing code that calls external APIs, ensuring code targets the latest API surface instead of stale training data.
api-load-tester [PRO]	Design and run load tests to measure API throughput, find bottlenecks under stress, and validate scalability using tools like k6 and Artillery.
branching [PRO]	Enforce a dev-branch workflow where all work happens on dev and merges to master only after review.
claude-api-helper [PRO]	Generate correct Anthropic API integration code for Python and TypeScript covering messages, streaming, tool use, batches, vision, and prompt caching with proper error handling.
codebase-index [PRO]	Generate compact markdown index files from the codebase so Claude Code can skip the exploration phase, saving approximately 50K tokens per session.
database-architect [PRO]	Produce production-ready Supabase/Postgres schemas with proper naming, relationships, RLS policies, indexes, and migration SQL.
database-migration [PRO]	Execute production-grade database migrations for PostgreSQL/Supabase with zero-downtime DDL, rollback strategies, data backfills, and Supabase-specific workflows.
developer-growth-analysis [PRO]	Analyze Claude Code session history and diary entries to surface coding patterns, identify growth areas, and generate a personalized development report.
diagram-generator [PRO]	Generate architecture diagrams, ERDs, flowcharts, and sequence diagrams from natural language, code, or project context in Mermaid, Excalidraw, or SVG format.
doc-index [PRO]	Ingest external documentation from URLs or local directories into a hybrid vector+keyword index for instant retrieval, so Claude Code answers from current docs instead of stale training data.
drift-detection [PRO]	Validate project documentation against the actual codebase, catching stale references, missing env vars, phantom dependencies, and broken instructions.
error-handler [PRO]	Generate standardized error handling patterns including retry logic, circuit breakers, error boundaries, structured error responses, and custom error classes.
frontend-design [PRO]	Apply opinionated frontend conventions for Next.js + Tailwind + shadcn/ui projects, covering component patterns, responsive layouts, and professional UI that ships on the first pass.
git-worktrees [PRO]	Manage git worktrees for isolated parallel development with separate directories per branch or agent, including sync and cleanup automation.
log-analyzer [PRO]	Parse application logs, detect error patterns, trace root causes, and generate fix recommendations, turning walls of log text into actionable insights.
mcp-builder [PRO]	Scaffold complete MCP server projects with tool definitions, testing, and registration to wrap any API, database, or service as MCP tools.
nextjs-conventions [PRO]	Apply Next.js 14+ App Router conventions for file-based routing, server/client component boundaries, data fetching, API routes, middleware, and environment variables.
performance-profiler [PRO]	Identify performance bottlenecks, memory leaks, and optimization opportunities through static analysis of code, queries, and bundle composition.
python-conventions [PRO]	Apply Python 3.10+ best practices for production code including project structure, type hints, error handling, FastAPI/Flask patterns, CLI design, and dependency management.
rag-builder [PRO]	Guide construction of a Retrieval-Augmented Generation system covering document ingestion, embedding, vector storage, and retrieval-augmented prompting.
test-generator [PRO]	Auto-generate comprehensive test suites from existing code covering happy path, edge cases, error scenarios, and boundary conditions using the project's test framework.

Business (15: 13 free + 2 Pro)

Skill	Description
client-onboarding	Produce a complete client onboarding package with welcome email, intake questionnaire, kickoff meeting agenda, access provisioning checklist, and check-in schedule.
contract-template	Generate service agreement, NDA, and subcontractor templates with scope, payment, IP ownership, confidentiality, termination, and liability clauses.
financial-model	Build monthly revenue projections, expense forecasts, unit economics (CAC, LTV, payback), break-even analysis, cash flow tracking, and scenario modeling.
freelancer-toolkit	Produce time tracking sheets, invoice calculations, and project analytics for freelancers managing multiple clients and billable hours.
gdpr	Scan a repository for personal data collection, classify sensitivity under GDPR, determine whether GDPR applies, and report required roles, obligations, and remediation.
governor	Enforce tier-appropriate complexity and prevent over-engineering by matching project maturity to appropriate scope and patterns.
invoice-generator	Generate professional invoices with line items, tax calculations, payment terms, due dates, and payment instructions as structured markdown ready for PDF conversion.
licensing	Scan a repository for every license that touches the product (deps, vendored code, fonts, assets), then produce a per-package verdict table for commercial use readiness.
proposal-writer	Generate a professional project proposal with executive summary, deliverables, tiered pricing, timeline, and terms ready to send as PDF or email.
quill	Generate professional client quotations and proposals with itemized pricing and terms.
scan	Analyze a project's codebase complexity and generate pricing recommendations for freelance or consulting engagements.
scope-of-work	Generate a formal Scope of Work document with objectives, deliverables, acceptance criteria, in/out scope definitions, work breakdown structure, and milestones.
sop-builder	Generate a structured Standard Operating Procedure with numbered steps, prerequisites, decision points, verification checkpoints, rollback steps, and time estimates.
meeting-insights-analyzer [PRO]	Extract decisions, action items, key insights, and behavioral patterns from meeting transcripts or notes.
us-privacy-compliance [PRO]	Provide an actionable implementation checklist for US state privacy laws (CCPA/CPRA + 13 other states) covering consent, deletion, and data rights in web apps.

Content (10: 9 free + 1 Pro)

Skill	Description
blog-post	Produce a complete, publish-ready blog post with SEO metadata, structured sections, readability optimization, and internal linking suggestions.
email-sequence	Produce a complete multi-email sequence with subject lines, preview text, body copy, CTAs, and A/B test suggestions ready to load into any email platform.
humanize	Remove AI tells and rewrite content to sound like a human wrote it, making text feel natural rather than machine-generated.
landing-page-copy	Produce structured landing page copy blocks (hero, problem, solution, features, social proof, FAQ, CTA) ready to drop into any template or design.
newsletter	Produce an email newsletter edition with subject line formulas, section structure, personalization, link placement strategy, growth tactics, and engagement optimization.
product-description	Create conversion-optimized product descriptions with feature-to-benefit conversion, sensory language, SEO keywords, and platform-specific formats for Amazon, Shopify, and Etsy.
tiktok-script	Create timestamped scripts for TikTok, Reels, and Shorts (15-60 seconds) with hook-in-first-2-seconds, visual cues, caption text, trending audio strategy, and hashtag research.
twitter-thread	Create multi-tweet threads (5-15 posts) with hook formulas, narrative arc, engagement tactics, data points, CTA placement, and scheduling strategy.
youtube-script	Produce a timestamped video script with hook, retention techniques, visual directions, SEO metadata, and thumbnail concept optimized for YouTube's algorithm.
social-media [PRO]	Create cross-platform organic social media posts for developers and solo founders who need to promote products without sounding like a marketing robot.

SEO & GEO (6 skills)

Skill	Description
ai-search-visibility	Evaluate and optimize content for citation by AI search engines like ChatGPT, Perplexity, Google AI Overview, and Claude by checking crawler access, content structure, llms.txt, and AI-friendly patterns.
keyword-research	Analyze a niche, existing content, and competitor landscape to produce a prioritized keyword map with search intent, difficulty estimates, and page assignments.
local-seo	Evaluate Google Business Profile, NAP consistency, local schema markup, location pages, citations, and review management to produce an actionable local SEO scorecard.
meta-tag-optimizer	Scan all pages for existing meta tags, identify issues, and generate optimized replacements for titles, descriptions, Open Graph, canonical URLs, and robots directives.
schema-markup	Identify applicable schema types, generate valid JSON-LD blocks, and verify against Google's Rich Results requirements ready to paste into page head.
site-audit	Scan every page for meta tags, heading hierarchy, broken links, image optimization, Core Web Vitals, robots/sitemap, performance, and structured data to produce a prioritized fix list.

Marketing (9: 8 free + 1 Pro)

Skill	Description
competitor-analysis	Produce a structured competitive analysis covering pricing, features, positioning, traffic sources, and weaknesses as a comparison matrix with strategic recommendations.
facebook-ad	Create complete Facebook/Meta ad campaigns with audience targeting, ad copy variations, creative direction, budget allocation, and A/B testing protocols.
google-ad	Design Google Ads search and display campaigns with keyword groups, bidding strategy, responsive search ads, ad extensions, and Quality Score optimization.
launch-plan	Develop a day-by-day launch timeline with pre-launch buildup, launch week execution, post-launch optimization, channel strategy, and PR outreach templates.
lead-magnet	Create a lead magnet with format selection, content outline, landing page copy, email capture integration, delivery sequence, and nurture follow-up.
pricing-strategy	Design pricing tiers using cost-plus, value-based, and competitor-based models with psychology triggers, tier structure templates, and A/B test plans.
sales-funnel	Map the complete customer journey across TOFU/MOFU/BOFU stages with page templates, copy hooks, conversion targets, and optimization checklists.
webinar-script	Produce a full timestamped webinar script with hook, teaching segments, offer transition, Q&A handling, CTA placement, slide suggestions, and replay follow-up email sequence.
gtm-validator [PRO]	Simulate buyer reactions to pricing, messaging, and positioning to find weak spots before spending money on ads or launching publicly.

Product (6 skills)

Skill	Description
feature-spec	Create a detailed specification for a single feature including user story, acceptance criteria, user flows, edge cases, API definitions, dependencies, and effort estimate.
feedback-analyzer	Categorize, score, and prioritize customer feedback from support tickets, reviews, and surveys into actionable reports with feature request rankings and sentiment trends.
mvp-scoper	Define the smallest buildable product that validates a core hypothesis using feature triage, effort/impact scoring, a 2-week sprint scope, and success criteria.
prd-writer	Generate a complete engineering-ready PRD with problem statement, user personas, functional and non-functional requirements, MoSCoW prioritization, and success metrics.
roadmap-builder	Create a strategic product roadmap in Now/Next/Later format with quarterly themes, milestones, dependency mapping, resource allocation, and stakeholder communication templates.
user-story-generator	Produce prioritized user stories with Given/When/Then acceptance criteria, story point estimates, story mapping across epics, and MoSCoW prioritization for sprint planning.

Automation (11: 6 free + 5 Pro)

Skill	Description
api-integration	Build system-to-system connectors with REST/GraphQL patterns, authentication flows (OAuth, API key, JWT), rate limit handling, data mapping, error recovery with circuit breakers, and sync monitoring.
content-pipeline	Automate end-to-end content workflows from ideation through draft, review, approval, cross-platform formatting, scheduling, and publishing with CMS integration.
cron-scheduler	Build production-grade scheduled jobs with cron syntax, timezone handling, overlap prevention, health checks, monitoring, alerting, and structured logging.
hosted-mcp-catalog	Discover zero-setup hosted MCP servers that require no API keys or local install, providing a reference catalog of immediately usable MCP tools.
n8n-workflow-builder	Design visual n8n workflows with trigger selection, node mapping, data transformations, error handling, and webhook integration.
webhook-designer	Create secure webhook handlers with endpoint design, payload validation, HMAC signature verification, retry logic, idempotency, logging, and dead letter queues.
browser-use [PRO]	Automate browser interactions for QA testing, deploy verification, form filling, and link checking using Playwright from within Claude Code.
hooks-integration [PRO]	Bridge MemStack skills into Claude Code's native hooks system, auto-triggering skills on session start, file changes, commits, and context compaction events.
video-pipeline [PRO]	Design an n8n + AI automated pipeline for video content covering ideation, scripting, asset generation, assembly, and publishing to YouTube.
video-review [PRO]	Download a video (YouTube, Loom, TikTok, X, Instagram, Vimeo, or local file), extract frames, and pull a transcript so Claude can review a demo, UI walkthrough, or content clip grounded in what is on screen and in the audio.
web-scraper [PRO]	Extract structured data from websites including text, tables, links, and images with pagination handling, rate limiting, and robots.txt compliance.

<!-- END GENERATED SKILLS CATALOG -->

Pro Templates

Starter Templates (8)

Template	Description
nextjs-supabase	Next.js + Supabase full-stack starter
react-node-postgres	React + Node.js + PostgreSQL starter
saas-starter	SaaS boilerplate with auth, billing, dashboard
landing-page	Marketing landing page with conversion optimization
api-backend	REST/GraphQL API backend starter
chrome-extension	Chrome extension with Manifest V3
electron-app	Desktop app with Electron
mobile-react-native	Mobile app with React Native

Utility Templates (3)

Template	Description
client-quote	Client quotation document (used by Quill skill)
handoff	Session handoff document (used by Diary skill)
project-snapshot	Project status snapshot

Key Features

• On-demand loading: Skills load from the catalog only when matched, no context bloat from 131 skills
• TTS notifications: Voice alerts when tasks complete, questions need attention, or errors occur
• Pre-prompt alerts: "Claude needs your attention" plays BEFORE approval prompts so you know to return to the terminal
• PostToolUse observation capture: Auto-logs every file write and bash command to .claude/observations/ with timestamps and parsed summaries
• SessionStart context injection: Injects last 3 diary + observation summaries into .claude/session-context.md at session start for instant recall
• TokenStack™ integration: Context compression proxy for token savings

Hooks

MemStack ships a small set of hooks in hooks/hooks.json. They register themselves when the plugin is installed and need no configuration.

Hook	Event	What it does
Session context	SessionStart	Injects recent diary and observation summaries, and checks whether the installed plugin version is stale
Report marker	UserPromptSubmit	Notes when a prompt requires a session report
Working-directory guard	UserPromptSubmit	Refuses a prompt whose Working directory: line names a different directory than the session is in, so a prompt pasted into the wrong window never runs
Verify gate	Stop	Refuses to end a session whose tracked changes have not passed the check chain
Secret-read guard	PreToolUse (Read, Bash, Grep)	Refuses a whole-file read of a secret-bearing path, and prints the safe alternative
Junk-write guard	PreToolUse (Bash)	Refuses a shell redirection whose target is a code fragment rather than a filename

Turning a hook off

Every hook that can refuse an action has a kill switch. Set the variable to 1 in your environment and that hook skips itself entirely: it reads nothing, decides nothing, and prints one line to stderr saying it was skipped.

Variable	Effect
MEMSTACK_NO_SECRET_GUARD=1	Skips the secret-read guard
MEMSTACK_NO_JUNK_GUARD=1	Skips the junk-write guard
MEMSTACK_NO_WORKDIR_GUARD=1	Skips the working-directory guard
MEMSTACK_NO_UPDATE_CHECK=1	Skips the SessionStart version probe (no network call)

The stderr line is deliberate. A guard that was switched off and a guard that examined the call and allowed it look identical from the outside, and only one of those is a claim the hook has earned.

The guards also fail open rather than closed. If no python interpreter is available, or the hook payload will not parse, they print a line beginning with DEGRADED and allow the call. A broken guard must never brick a session, and a silently broken guard must never be mistaken for a working one.

What the guards do not cover

Stated plainly, because a gate whose limits are unknown gets trusted past them. The secret-read guard refuses the byte-dumping and encoding verbs od, xxd, hexdump, base64, nl and tac against a guarded path exactly as it refuses cat, but it does not inspect a content-mode Grep aimed at a directory rather than a file, does not model a python or node one-liner that opens the file itself, and does not gate the Write or Edit tools. The junk-write guard allows a correctly quoted inline fragment containing an arrow, because blocking that shape refuses more than forty commands this project genuinely runs. The working-directory guard reads the declaration only from a pasted block or from the prompt's first non-blank line; a Working directory: line anywhere else is treated as prose and not checked.

Installation

The recommended install is via PyPI (see Install section above).

For manual setup or advanced configuration, see GETTING-STARTED.md.

Dashboard

MemStack includes a localhost dashboard for managing skills, monitoring token usage, and running multi-agent tasks.

# Windows
pip install --upgrade memstack-skill-loader
python -m memstack_skill_loader dashboard
# Mac / Linux (the venv from Install Step 2)
~/.memstack-venv/bin/pip install --upgrade memstack-skill-loader
~/.memstack-venv/bin/python -m memstack_skill_loader dashboard

Then open http://localhost:3333.

Page	Description
Overview	Skill fire stats, recent projects, session diary
Skills Manager	Toggle skills on/off, set modes
Burn Report	Token usage analytics
Memory Browser	Browse project memories
Agent Monitor	Launch 3-agent tasks (Manager/Builder/Reviewer) with real-time streaming
Settings	Agent names, model selection, MCP tools defaults, profile

The dashboard is free for all users. Pro skills require a license.

License

MIT: see LICENSE. © 2026 CW Affiliate Investments LLC.