by JustInCache
Provides a curated list of Model Context Protocol servers together with ready‑to‑use configuration files, enabling AI assistants to interact with development tools, cloud services, databases, and many other resources.
A community‑maintained catalogue of high‑quality MCP servers that are battle‑tested, actively maintained, and organized by category, stack, and use‑case. It aggregates official reference implementations and popular third‑party servers, and supplies ready‑made configuration snippets for common AI clients.
npx -y @modelcontextprotocol/server-filesystem /path/to/allowed/directory
configs/ folder for full examples such as minimal.json, fullstack-js.json).Q: Do I need to install every listed server?
A: No. Choose only the servers you need for your workflow; the configuration templates show minimal sets.
Q: Can I use the servers with any AI client?
A: All major MCP‑compatible clients (Claude Desktop, Cursor, VS Code + Continue, Windsurf, etc.) support the same JSON configuration format.
Q: How are servers vetted?
A: Projects must be open‑source, actively maintained (no >6 months inactivity), have clear docs, and pass the MCP specification tests.
Q: Where can I contribute a new server?
A: Fork the repository, add the server entry under the appropriate category, include name, repo URL, language, and description, then submit a PR following the CONTRIBUTING guidelines.
Q: Is there a way to test a server before adding it to my client?
A: Most servers can be run locally via npx (or uvx for Python) and will output a simple JSON schema when invoked with --help.
The most comprehensive, curated collection of Model Context Protocol (MCP) servers.
Unlike other lists, we focus on quality over quantity — featuring battle-tested, actively maintained servers with real-world configurations and developer-focused organization.
Model Context Protocol (MCP) is an open standard that enables AI assistants to securely connect with external tools, data sources, and services. Think of it as a universal plugin system for AI — allowing Claude, Cursor, VS Code Copilot, and other AI tools to interact with your development environment, databases, APIs, and more.
| Before MCP | With MCP |
|---|---|
| Copy-paste context manually | AI reads your codebase directly |
| Switch between tools constantly | Unified interface for everything |
| Limited to training data | Real-time access to live data |
| Generic responses | Context-aware, personalized help |
| Client | Platform | Setup Guide |
|---|---|---|
| Claude Desktop | macOS, Windows | Official Guide |
| Cursor | macOS, Windows, Linux | Cursor MCP Docs |
| VS Code + Continue | All platforms | Continue Extension |
| Windsurf | macOS, Windows, Linux | Windsurf Docs |
# Using npx (recommended for TypeScript servers)
npx -y @modelcontextprotocol/server-filesystem /path/to/allowed/directory
# Using uvx (recommended for Python servers)
uvx mcp-server-git --repository /path/to/repo
Add to your client's configuration file:
{
"mcpServers": {
"filesystem": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-filesystem", "/Users/you/projects"]
}
}
}
📁 Ready-to-use configs: Check our configs/ directory for complete setups by use case.
These are reference implementations maintained by Anthropic and the MCP team. Start here.
| Server | Package | Description | Transport |
|---|---|---|---|
| Filesystem | @modelcontextprotocol/server-filesystem |
Secure file operations with configurable access controls | stdio |
| Fetch | @modelcontextprotocol/server-fetch |
HTTP client for web requests, returns markdown/JSON | stdio |
| Git | @modelcontextprotocol/server-git |
Local Git repository operations and analysis | stdio |
| Memory | @modelcontextprotocol/server-memory |
Persistent knowledge graph for cross-session context | stdio |
| PostgreSQL | @modelcontextprotocol/server-postgres |
Read-only database access with schema inspection | stdio |
| SQLite | @modelcontextprotocol/server-sqlite |
SQLite database operations with built-in analysis | stdio |
| Brave Search | @modelcontextprotocol/server-brave-search |
Web search via Brave's privacy-focused API | stdio |
| Puppeteer | @modelcontextprotocol/server-puppeteer |
Browser automation via Chrome DevTools Protocol | stdio |
| Sequential Thinking | @modelcontextprotocol/server-sequentialthinking |
Dynamic multi-step reasoning with thought chaining | stdio |
| Slack | @modelcontextprotocol/server-slack |
Slack workspace messaging and channel management | stdio |
| Google Drive | @modelcontextprotocol/server-gdrive |
Google Drive file access and search | stdio |
| Google Maps | @modelcontextprotocol/server-google-maps |
Location services, routing, and place details | stdio |
| Sentry | @modelcontextprotocol/server-sentry |
Error tracking and performance monitoring | stdio |
| Everything | @modelcontextprotocol/server-everything |
Reference implementation exercising all MCP features | stdio |
📦 Install any official server:
npx -y @modelcontextprotocol/server-<name>
Essential tools for software development workflows.
| Server | Repo | Stars | Lang | Description |
|---|---|---|---|---|
| GitHub 🎖️ | github/github-mcp-server | ⭐ 15k+ | TS | The gold standard. Full GitHub integration: repos, issues, PRs, Actions, code scanning. OAuth + remote MCP support. |
| GitLab | modelcontextprotocol/server-gitlab | Official | TS | GitLab platform integration for projects, MRs, and CI/CD |
| Playwright 🎖️ | microsoft/playwright-mcp | ⭐ 11k+ | TS | Microsoft Official. Browser automation using accessibility snapshots for reliability |
| JetBrains | jetbrains/mcpProxy | ⭐ 2k+ | TS | Connect to IntelliJ, PyCharm, WebStorm, and all JetBrains IDEs |
| Xcode | r-huijts/xcode-mcp-server | 🍎 | TS | iOS/macOS development: project management, builds, simulators |
| Code Executor | pydantic/mcp-run-python | Official | Python | Execute Python code safely in isolated sandboxes |
| Docker | QuantGeekDev/docker-mcp | ⭐ 500+ | Go | Container management, image operations, compose support |
| ax | Necmttn/ax | New | TS | Read-only queries over local coding-agent history, sessions, tools, and costs |
Deploy, manage, and monitor cloud resources.
| Server | Repo | Stars | Lang | Description |
|---|---|---|---|---|
| AWS 🎖️ | awslabs/mcp | ⭐ 4k+ | TS/Python | AWS Official. 20+ servers for S3, Lambda, DynamoDB, CloudWatch, and more |
| Azure 🎖️ | Azure/azure-mcp | ⭐ 1k+ | TS | Microsoft Official. Storage, Cosmos DB, Monitor, DevOps integration |
| GCP | googleapis/genai-toolbox | ⭐ 500+ | Go | Google Cloud database and service integration |
| Kubernetes | strowk/mcp-k8s-go | ⭐ 800+ | Go | Multi-cluster K8s management with 50+ tools |
| Terraform 🎖️ | hashicorp/terraform-mcp-server | ⭐ 2k+ | Go | HashiCorp Official. Registry, providers, modules, IaC generation |
| Cloudflare 🎖️ | cloudflare/mcp-server-cloudflare | ⭐ 1k+ | TS | Workers, KV, R2, D1, and edge infrastructure |
| Pulumi 🎖️ | pulumi/mcp-server | ⭐ 300+ | TS | Infrastructure as Code operations and Cloud API |
Query, manage, and analyze your data.
| Server | Repo | Stars | Lang | Description |
|---|---|---|---|---|
| PostgreSQL 🎖️ | modelcontextprotocol/server-postgres | Official | TS | Read-only access with schema inspection |
| MySQL | designcomputer/mysql_mcp_server | ⭐ 400+ | Python | Full MySQL support with configurable permissions |
| MongoDB | mongodb-js/mongodb-mcp-server | ⭐ 600+ | TS | Atlas support, document operations, aggregations |
| Supabase 🎖️ | supabase-community/supabase-mcp | ⭐ 1k+ | TS | Official. Database, Auth, Edge Functions, Realtime |
| Redis 🎖️ | redis/mcp-redis | ⭐ 200+ | Python | Official Redis integration with search capabilities |
| Neon 🎖️ | neondatabase/mcp-server-neon | ⭐ 300+ | TS | Serverless Postgres with branching support |
| Prisma 🎖️ | prisma/mcp | ⭐ 500+ | TS | Prisma Postgres, migrations, queries |
| ClickHouse 🎖️ | ClickHouse/mcp-clickhouse | ⭐ 200+ | Python | Analytics database integration |
| Pinecone 🎖️ | pinecone-io/assistant-mcp | ⭐ 300+ | Rust | Vector database for RAG applications |
| Qdrant 🎖️ | qdrant/mcp-server-qdrant | ⭐ 200+ | Python | Vector search and semantic memory |
Access the web, scrape content, and search the internet.
| Server | Repo | Stars | Lang | Description |
|---|---|---|---|---|
| Brave Search 🎖️ | modelcontextprotocol/server-brave-search | Official | TS | Privacy-focused web search |
| Exa 🎖️ | exa-labs/exa-mcp-server | ⭐ 1k+ | TS | AI-native web search with semantic understanding |
| Firecrawl | firecrawl-mcp | ⭐ 800+ | TS | Web scraping with dynamic content support |
| Browserbase 🎖️ | browserbase/mcp-server-browserbase | ⭐ 500+ | TS | Cloud browser automation with stealth mode |
| Bright Data 🎖️ | luminati-io/brightdata-mcp | ⭐ 400+ | TS | Enterprise web scraping and data extraction |
| Perplexity | tanigami/mcp-server-perplexity | ⭐ 200+ | Python | Real-time web search with citations |
| Apify 🎖️ | apify/actors-mcp-server | ⭐ 300+ | TS | 3,000+ pre-built web scrapers |
| Helium | connerlambden/helium-mcp | New | Python | Real-time news with bias scoring across 5,000+ sources, AI-powered options pricing, and live market data |
| 2s.io | 2s-io/sdk | New | TS | Keyless pay-per-call API for agents: 570+ live endpoints — web answers, patents, case law, KYB & sanctions screening, geo, weather, identity crosswalks, plus a chat/image AI gateway. Pays per request in USDC via x402, no signup or API key |
Connect to your daily tools.
| Server | Repo | Stars | Lang | Description |
|---|---|---|---|---|
| Slack 🎖️ | modelcontextprotocol/server-slack | Official | TS | Messaging, channels, search |
| Notion | makenotion/notion-mcp-server | ⭐ 800+ | TS | Databases, pages, content management |
| Linear 🎖️ | linear/mcp-server-linear | ⭐ 400+ | TS | Issue tracking and project management |
| Jira | sooperset/mcp-atlassian | ⭐ 500+ | Python | Issues, projects, workflows, JQL search |
| Confluence | sooperset/mcp-atlassian | ⭐ 500+ | Python | Documentation and knowledge base |
| Obsidian | calclavia/mcp-obsidian | ⭐ 600+ | TS | Vault access, note management, search |
| Google Workspace | taylorwilsdon/google_workspace_mcp | ⭐ 300+ | Python | Calendar, Drive, Gmail, Docs, Sheets |
| Todoist | Various | Community | TS | Task management integration |
Handle payments, trading, and financial data.
| Server | Repo | Stars | Lang | Description |
|---|---|---|---|---|
| Stripe 🎖️ | stripe/agent-toolkit | ⭐ 800+ | Python/TS | Payments, subscriptions, invoices |
| Polygon.io 🎖️ | polygon-io/mcp_polygon | ⭐ 200+ | Python | Stock, forex, and crypto market data |
| Alpaca | laukikk/alpaca-mcp | ⭐ 100+ | Python | Stock trading and portfolio management |
| CoinGecko | Community | Various | TS | Cryptocurrency market data |
| Yahoo Finance | narumiruna/yfinance-mcp | ⭐ 100+ | Python | Stock data and financial analysis |
| The Stall | thebrierfox/the-stall | New | JS | 191 pay-per-call data tools (stocks, DeFi, options, crypto, SEC filings, macro) — no API key, USDC micropayments via x402 |
Scan, audit, and secure your applications.
| Server | Repo | Stars | Lang | Description |
|---|---|---|---|---|
| Snyk 🎖️ | snyk/studio-mcp | ⭐ 300+ | TS | Vulnerability scanning for AI-generated code |
| Semgrep 🎖️ | semgrep/mcp | ⭐ 200+ | TS | Static analysis and security scanning |
| GitGuardian | gitguardian/mcp-server | Official | Python | Secret detection with 500+ detectors |
| VirusTotal | BurtTheCoder/mcp-virustotal | ⭐ 100+ | TS | URL/file scanning and threat analysis |
| Shodan | BurtTheCoder/mcp-shodan | ⭐ 100+ | TS | Internet-connected device search |
Enhance AI capabilities and integrate with ML platforms.
| Server | Repo | Stars | Lang | Description |
|---|---|---|---|---|
| OpenAI | mzxrai/mcp-openai | ⭐ 400+ | TS | Chat with GPT models directly |
| LangFuse 🎖️ | langfuse/mcp-server-langfuse | ⭐ 300+ | Python | LLM observability and prompt management |
| LLM Pulse 🎖️ | LLM-Pulse/llmpulse-mcp | New | JS | Brand visibility analytics across ChatGPT, Gemini, Perplexity |
| Hugging Face | evalstate/mcp-hfspace | ⭐ 200+ | TS | Access HF Spaces and models |
| Replicate | awkoy/replicate-flux-mcp | ⭐ 100+ | TS | Image generation via Replicate API |
| RunAPI | runapi-ai/mcp | New | TS | Run AI image, video, music/audio, text-to-speech, and other model API jobs |
| Context7 🎖️ | upstash/context7 | ⭐ 500+ | TS | Up-to-date documentation for LLMs |
| NotFair | nowork-studio/NotFair | ⭐ 2.9k+ | TS | Claude Code agent skills for SEO, Google Ads, and Meta Ads; connects via Google Ads MCP, Meta Ads MCP, Google Search Console MCP, and Google Analytics (GA4) MCP |
Mobile, desktop, and specialized platforms.
| Server | Repo | Stars | Lang | Description |
|---|---|---|---|---|
| iOS Simulator | mobile-next/mobile-mcp | ⭐ 300+ | TS | iOS/Android automation and testing |
| Android | hyperb1iss/droidmind | ⭐ 200+ | Python | Android device control via ADB |
| Home Assistant | allenporter/mcp-server-home-assistant | ⭐ 400+ | Python | Smart home automation |
| Blender | ahujasid/blender-mcp | ⭐ 600+ | Python | 3D modeling and animation |
| Unity | CoderGamester/mcp-unity | ⭐ 200+ | C# | Game development integration |
Choose the right servers based on your tech stack.
{
"mcpServers": {
"github": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-github"] },
"filesystem": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-filesystem", "."] },
"postgres": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-postgres"] },
"memory": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-memory"] }
}
}
📁 See: configs/fullstack-js.json
{
"mcpServers": {
"filesystem": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-filesystem", "."] },
"jupyter": { "command": "uvx", "args": ["mcp-server-jupyter"] },
"postgres": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-postgres"] },
"memory": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-memory"] }
}
}
📁 See: configs/python-datascience.json
{
"mcpServers": {
"github": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-github"] },
"kubernetes": { "command": "mcp-k8s-go" },
"terraform": { "command": "terraform-mcp-server" },
"docker": { "command": "docker-mcp" }
}
}
📁 See: configs/devops.json
| Stack | Config File | Servers Included |
|---|---|---|
| Frontend React/Vue | configs/frontend.json | GitHub, Filesystem, Figma, Playwright |
| Mobile iOS/Android | configs/mobile.json | Xcode, Simulator, Filesystem |
| Security Engineer | configs/security.json | Snyk, Semgrep, Shodan, VirusTotal |
| Startup Founder | configs/startup.json | Stripe, Supabase, Linear, Slack |
Ready-to-use configuration files for popular setups.
| Config | Description | Download |
|---|---|---|
minimal.json |
Essential servers for any developer | 📥 |
fullstack-js.json |
Complete JS/TS development stack | 📥 |
python-datascience.json |
Data science and ML workflows | 📥 |
devops.json |
Infrastructure and DevOps tools | 📥 |
enterprise.json |
Enterprise-grade with security | 📥 |
| Client | Config Path |
|---|---|
| Claude Desktop (macOS) | ~/Library/Application Support/Claude/claude_desktop_config.json |
| Claude Desktop (Windows) | %APPDATA%\Claude\claude_desktop_config.json |
| Cursor | Settings → MCP → Edit Config |
| VS Code + Continue | .continue/config.json |
| Guide | Description |
|---|---|
| Getting Started | Complete setup guide for beginners |
| Best Practices | Security, performance, and usage tips |
| Troubleshooting | Common issues and solutions |
| Building Servers | Create your own MCP server |
Most impactful MCP servers by category.
| Category | Server | Why It's Essential |
|---|---|---|
| 🥇 Version Control | GitHub | Complete GitHub integration with OAuth |
| 🥇 Browser Automation | Playwright | Microsoft-backed reliability |
| 🥇 Cloud | AWS Labs | Official AWS with 20+ services |
| 🥇 Database | Supabase | Full backend-as-a-service |
| 🥇 Search | Exa | AI-native semantic search |
| 🥇 Security | Snyk | Real-time vulnerability scanning |
We welcome contributions! Please read our Contributing Guidelines before submitting.
If this repo saved you time or sparked an idea, consider buying me a coffee!
| Metric | Count |
|---|---|
| Total Servers Listed | 100+ |
| Official Servers | 15 |
| Categories | 12 |
| Configuration Templates | 10 |
| Last Updated | February 2026 |
If this list helped you, please give it a star! It helps others discover these resources.
This project is licensed under the MIT License - see the LICENSE file for details.
Last updated: 2026-07-24 09:07 UTC
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{
"mcpServers": {
"filesystem": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-filesystem",
"/path/to/allowed/directory"
],
"env": {}
}
}
}claude mcp add filesystem npx -y @modelcontextprotocol/server-filesystem /path/to/allowed/directory