Git & Collaboration: Claude Code Skills & MCP Servers
REA
Reverse engineer anything from your terminal or agent with one CLI and MCP server.
using-git-worktrees
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback
commit-commands
Commands for git commit workflows including commit, push, and PR creation
check-pr
Check a GitHub, GitLab, or Perforce PR/MR/CL for review comments, failing checks, and PR-body gaps. Use when asked to inspect, fix, or prepare a change for submission.
create-paperclip-bundled-skill
Turn an idea, tweet, or task into a skill in the Paperclip skills catalog (packages/skills-catalog). Use when asked to FIND or MAKE a skill and publish it as a bundled/optional catalog skill: research prior art, reference or author it, add examples, regenerate the manifest, open a PR.
deal-with-security-advisory
Handle confidential GitHub Security Advisory response for Paperclip. Use when coordinating advisory triage, private-fork fixes, CVE/publication steps, and immediate security releases.
diagnose-why-work-stopped
Compatibility entry point for failed, stalled, looping, or over-recovered Paperclip work. Use fix-failed-paperclip-run for the full diagnosis, regression, repair, real verification, and green-PR workflow; honor an explicitly requested diagnosis-only scope.
doc-maintenance
Audit README, SPEC, and PRODUCT docs against recent git history for drift and make minimal PR-ready edits. Use when asked to review docs for accuracy, after major feature merges, or on a schedule.
fix-failed-paperclip-run
Diagnose and fix failed, stuck, slow, or incorrectly blocked Paperclip tasks and runs. Use with a task/run URL or failure report to trace the root cause, prove a regression red then green, check second-order effects, verify the real workflow, and deliver a PR with passing checks.
pr-gardening
Discover the pull requests this Paperclip instance opened (never community contributions), report what each is for and how confident we are that it is merge-ready, and automatically drive the non-ready ones back to green with /prepare-paperclip-pr — without ever merging.
understand-diff
Use when you need to analyze git diffs or pull requests to understand what changed, affected components, and risks
Netdata
Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.
claude-flow
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
changelog-generator
Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.
Context7
Up-to-date docs for AI agents
Chrome DevTools MCP
MCP server for Chrome DevTools
tldraw
Draw and visually collaborate with your agents on tldraw's canvas.
Metabase
Lets AI clients search, explore, query, and visualize data in a Metabase instance.
Codebase Memory
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
CCXT
Official CCXT MCP server - Market data and trading across 100+ exchanges and prediction markets
atlassian-twg-cli
Teamwork Graph CLI is Atlassian's agent-first interface to your entire work context: Jira issues, Confluence pages, Bitbucket PRs, along with your connected third-party data sources. Purpose-built for coding agents like Claude Code (terminal or desktop), and powered by Atlassian's context graph. Try: "draft a Jira issue from this PR and link it to the epic." Using Claude Code in the browser? Insta
claude-security
Claude Security: scan the codebase (the whole repository or a scoped part of it), scan changes (this branch's or a pull request's diff, or one commit), or suggest patches (findings turned into targeted patch files, each verified by a panel of agents, that you apply when you choose). Use when the user asks to scan, audit or check code with Claude Security, to scan their changes with Claude Security
git-pr-workflows
Git workflow automation, pull request enhancement, and team onboarding processes
avoid-ai-writing
Audit and rewrite prose so it stops reading as machine-generated. Use this skill when asked to remove AI-isms, clean up AI writing, edit a draft for AI tells, audit a README, changelog, release note, PR description, or blog post for machine-sounding prose, or make text sound less like AI. Supports a detect-only mode, a rewrite mode, and an edit-in-place mode, with optional voice and context profil
block-no-verify-hook
Configure a PreToolUse hook to prevent AI agents from skipping git pre-commit hooks with --no-verify and other bypass flags. Use when setting up Claude Code projects that enforce commit quality gates.
PostHog MCP Server
Official PostHog MCP Server for product analytics, feature flags, experiments, and more.
mcp-server-browser
MCP server for browser use access
Next AI Draw.io
draw.io diagrams your AI agent draws on a live browser canvas that you can also edit by hand
GitHub
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
ai-release-hunter
Daily digest of AI releases from Anthropic, Meta, Vercel Labs, OpenAI and Google GitHub repos, the Claude Cowork changelog, the claude.dev blog and Hacker News, deduplicated against a local state file and sent by email. Use when the user asks for a daily AI news digest, to scan AI labs for new releases, or to set up a scheduled release-hunter job.
AIHawk
AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.
Serena MCP: the IDE for your agent
A powerful toolkit for coding, providing semantic retrieval and editing capabilities.
Repomix
Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search
dbx
Query databases from AI agents using connections configured in DBX.
Skyvern
AI-powered browser automation — navigate, click, fill forms, and extract data from any website.
screenpipe
Search your local screen recordings, audio transcripts, and computer activity from screenpipe.
FunASR
Transcribe local audio with FunASR and SenseVoice using private, on-device inference.
Compiler Explorer
Compile code with thousands of compilers, inspect the assembly, and share godbolt.org links
GitDiagram
Architecture diagrams, explanations and Mermaid source for public GitHub repositories.
OpenMetadata
Official OpenMetadata MCP: 21 read and write tools for search, lineage, data quality, governance.
Inbox Zero
Search Gmail and Outlook, save drafts, manage email rules, and view email stats.
e2e
Open live web and mobile app sessions from an e2e project to inspect the app and try locators.
Desktop Commander
MCP server for terminal commands, file operations, and process management
Windows-MCP
An MCP Server for computer-use in Windows OS
mobilerun
Control real Android and iOS devices with LLM agents — tap, swipe, type, automate flows.
kaneo
Official MCP server for Kaneo: manage tasks, projects, and labels from Claude and other MCP clients
Nhost
Let your users work with their own data through an AI assistant, limited to what they can see.
PraisonAI
AI Agents Framework with Self Reflection and MCP support
AIHOT
Chinese AI news: search topics, explore hot events, and read daily, weekly and monthly briefs.
Repowise
Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.
Honcho
Memory that reasons: continual learning for stateful agents. Better context, fewer tokens.
Firecrawl MCP Server
Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.
Robin: AI-Powered Dark Web OSINT
Dark web OSINT over Tor: search onion engines, scrape pages, report with your own model.
Agent-Native Analytics
Agent-Native Amplitude/Mixpanel - connect data sources, prompt for charts
openshorts
Turn long videos into viral vertical shorts and publish them to TikTok, Instagram and YouTube.
XcodeBuildMCP
XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.
Ouroboros
Pins an acceptance spec; the verify command and expected output never enter the success contract.
Claude Code Explorer MCP
Explore the Claude Code CLI source — browse tools, commands, search code, and more.
Claude Code Ultimate Guide
Search the Claude Code Ultimate Guide and machine-readable references from any MCP client.
Remove AI Watermarks
Identify and remove AI watermarks and provenance metadata from your own images and video.
treg.to
OpenRouter for tools and data. Compare catalog providers and call them from one hosted MCP endpoint.
Zotero MCP
Search, read, annotate, and add to your Zotero research library, local or web.
wigolo
Local-first web intelligence MCP server for AI coding agents
Google Ads + Meta Ads + SEO/GEO MCP
Google Ads, Meta Ads, Google Analytics (GA4) & Search Console MCP server by Ryze AI
Finance Toolkit
200+ transparent financial metrics calculated from raw statements, not third-party endpoints.
Ask Jev
Evaluate state with typed choice, score, and probability questions.
ha-mcp
Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants.
TradingMCP
Market analysis for AI assistants: screeners, multi-timeframe analysis, backtests, in-chat charts.
OpenScreen
Screen recorder and video editor. Agents record, trim, zoom, caption, add effects and export.
JobSpy
Search LinkedIn, Indeed, ZipRecruiter, Glassdoor and regional job boards
Unity-MCP
Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and Unity games.
firebase-mcp
Gives AI development tools Firebase-specific capabilities and expertise.
mcp-server-chart
A Model Context Protocol server for generating charts using AntV.
basic-memory
Local-first knowledge management with bi-directional LLM sync via Markdown files.
Tolgee
Your app's translations in Tolgee: search keys, create translations, trigger machine translation
AdsAgent
Google Ads analysis and operations — read performance, manage keywords, bids, and campaigns.
NotFair
OAuth MCP for Google, Meta, X, LinkedIn, Reddit, TikTok, GSC, GA4, WordPress and GHL.
mcp-grafana
An MCP server giving access to Grafana dashboards, data and more.
RevoGrid DataGrid MCP
Token-free MCP server for structured RevoGrid Core, Pro, and Enterprise knowledge retrieval.
sem
Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI agents
socraticode
MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.
ShipSwift
40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.
arxiv-mcp-server
Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.
Argent
Drive iOS Simulators, Android emulators, TVs and Electron/web apps from your coding agent
mcp
Butterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys.
EdgarTools
Open-source SEC EDGAR toolkit — 13 tools, 7 prompts, every filing type. No API key required.
jCodemunch MCP
Retrieves code by symbol via tree-sitter. 96.6% fewer tokens per lookup than grep-and-read.
Korean Law MCP
Korean law: statutes, precedents, ordinances, treaties and citation verification (법제처 API).
brightdata-mcp
Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web
tavily-mcp
MCP server for advanced web search using Tavily
PaperBanana
Generate academic diagrams and statistical plots from text using multi-agent AI.
Memanto
MCP server for Memanto - persistent semantic memory for any MCP-compatible agent
Usertour MCP Server
Official Usertour MCP Server for in-app onboarding: flows, checklists, surveys, and analytics.
claude-real-video
Let any LLM watch a video locally — and search everything it has ever watched.
llmwiki
Compile documents into a cited knowledge wiki. Retrieve evidence, query, and review via local MCP.
LetsFG — Flights & Hotels
Search and book flights and hotels: hundreds of airlines, plus bookable hotel rates.
Solana MCP by Vybe
Solana MCP developer toolkit: wallets, trades, markets, PnL, transfers, onchain, swaps & API tools.
Ui.Vision MCP
MCP server for browser and desktop automation: OCR, image recognition, real mouse and keyboard input
GitLab MCP Server
GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.
jshookmcp
Search-first MCP server for JavaScript reverse engineering: 735 tools across 36 domains.
pg-aiguide
Comprehensive PostgreSQL documentation and best practices, including ecosystem tools
OpenOSINT
AI-powered OSINT agent & MCP server. 21 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.
IWE
Markdown knowledge base as agent memory. Runs against the notes directory it is started in.
blitz
Give AI agents full control over iOS/macOS development via a native macOS app with 30+ MCP tools.
tooluniverse
2,700+ scientific tools for AI scientists: life science, research, literature, and more.
MATLAB MCP Server
Connect AI coding agents to MATLAB. Run code, tests, and analysis via MCP.
MCP Server for WinDbg Crash Analysis
A Model Context Protocol server for Windows crash dump analysis using WinDbg/CDB
New-Term Radar
New AI model, product and repo names as they surface, and the search terms behind them, sized.
minutes
The private, owned conversation-memory layer for AI. Record, transcribe, and search every meeting.
ros-mcp-server
Connect AI models like Claude & ChatGPT with ROS robots using MCP
pm-claude-skills
1295 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.
obsei
Self-hosted customer feedback with PII stripped at ingest: search, stats and themes with citations.
AutoTS
Automated time series forecasting with model search, anomaly detection, and event risk analysis
tradememory-protocol
Tamper-evident decision audit trail and outcome-weighted memory for AI trading agents.
nx-console
A Model Context Protocol server implementation for Nx
Commonly
Read Commonly pods and post as a Commonly agent you create, with a token from your Commonly account.
bernstein
Declarative agent orchestration for engineering teams
bernstein
The open-source governance layer for AI agents. Byte-identical run receipts, 40+ adapters, air-gap.
mcp
3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.
mcp
3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.
SoloMD
Read and search a folder of Markdown notes: search, backlinks, tags, tasks, outlines, git history.
Persome
Local-first personal memory and model server for trusted MCP agents on macOS.
SearXNG Search
MCP server for SearXNG — privacy-respecting web search with pagination, URL reading
agent-harnesses
Agent-harness picks, decision guides, setup templates, and skills; live GitHub/HN discovery.
monitor
BetterDB MCP server - Valkey observability for Claude Code and other MCP clients
deja-vu
deja-vu: local memory over the session histories of forty-two coding agents.
GoModel
Self-hosted gateway aggregating upstream MCP servers behind one authenticated HTTP endpoint.
Nautilus Compass Memory
Local-first long-term memory for AI agents, with byte-recomputable signed verification receipts.
Gearboy MCP Server
MCP server for Gearboy Nintendo Game Boy / Game Boy Color emulator
token-savior
Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions.
CRW Web Scraper
Open-source web scraper for AI agents with scrape, crawl, and map tools
CRW Web Scraper
Open-source web scraper for AI agents with scrape, crawl, and map tools
CPU Performance Engineering
A CPU performance engineering brain: a vetted reading list, benchmarks and cited source passages
mongodb-mcp-server
MongoDB Model Context Protocol Server
CloudBase
CloudBase MCP: DB, functions, storage, hosting via @cloudbase/cloudbase-mcp
LLM Sandbox
Securely run LLM-generated code in isolated containers across 7 languages and 3 container backends.
SafeDep Vet MCP
Protect your AI agents and IDEs from malicious open-source packages.
loki-mode
Autonomous spec-to-product coding-agent CLI with an MCP server exposing 39 tools over stdio.
pyscn
Python code analysis for AI agents: complexity, dead code, clones, coupling, and a health score.
Microsoft 365 MCP Server
Interact with Microsoft 365 and Office services through the Microsoft Graph API.
Scaleway MCP server
Scaleway MCP server for interacting with the Scaleway APIs
HOL Guard
Local-first AI agent security evidence and approval workflows through HOL Guard's stdio MCP server.
Octocode MCP - AI Context Platform
AI code research platform. Search, analyze, and extract insights from any GitHub repository.
Sessy — Amazon SES observability
Read-only Amazon SES observability: search events, inspect bounces, pull delivery stats.
UniFi Access MCP
Manage UniFi Access doors, credentials, policies, visitors, and events via MCP.
sentry-mcp
MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants
inspo
Real production websites for coding agents: palettes, fonts, fold autopsies and reference JSX.
openflowkit-mcp
Architecture diagrams for your agent: draw on the live OpenFlowKit canvas or edit diagram files.
ClickHouse
Official ClickHouse MCP server for querying and exploring ClickHouse clusters and chDB.