Hand-picked, production-ready
astandrik
Safety-first stdio MCP server with 38 tools for operating Docker-based local-ydb environments locally or over SSH.
AdWhispr
Remote MCP server that turns Claude, ChatGPT, or Cursor into a full ad workflow: research any brand's live Facebook and TikTok ads, clone the proven winners for your own brand, and launch real campaigns on Google, TikTok
hanshs474
An MCP server for Kavel — bring Kavel's AI photo & video generators into any MCP client (Claude, Cursor, Cline, …). Ask for an effect, get a model-tuned prompt, and open the right tool to generate it on www.kavel.ai. No
Rarefied-Earth
Groundwork: company memory for your AI tools. Docs public. Source closed. Public proof needs no account.
CircleCI
Manage CI/CD pipelines, debug failed builds, and optimize test suites directly from your AI agents - no terminal required. The CircleCI MCP Server is a remote server hosted by CircleCI that connects AI tools and agents
Comuna
Comuna is a free-forever team workspace (Kanban, table, calendar, Gantt, chat, notes, wiki) where your AI is a real board member. Connect Claude or ChatGPT via MCP in 60 seconds: 80+ tools to work cards under its own ide
Vibgrate
Query your team's drift, vulnerability, and migration data from any AI assistant. Vibgrate MCP connects Cursor, Claude, ChatGPT, Windsurf, or VS Code to Vibgrate Cloud: 51 tools for DriftScores, CVEs and EOL runtimes, up
Subtext by Fullstory
Session replay, built for agents. Subtext is agentic session review: it captures production sessions of your app and connects them to your coding agent — Claude Code, Cursor, Codex, Devin, your own harness — so it can
astandrik
Public read-only MCP server for discovering, inspecting, installing, and sharing approved Codex-compatible animated pet packs.
Apps, IDEs, and frameworks that speak MCP
auraai.app
Access 20+ AI video and image models from Google, OpenAI, xAI, ByteDance, and more. Generate and edit videos with Veo 3.1, Sora 2, Seedance, Kling O3, and images with FLUX, Nano Banana, Seedram 4, GPT Image — all in one
upx.com
Banks to AI gives any MCP-compatible agent (Claude, Cursor, or your own) secure, read-only access to real bank data — 12,000+ financial institutions across the US, Canada and beyond. How it works: authenticate via OAuth
socialbu.com
Connect Claude, ChatGPT, Cursor, OpenClaw, Hermes Agent, and other MCP-compatible AI assistants to SocialBu. Create posts, use AI tools, review schedules, check analytics, and manage social media work through natural con
apimart.ai
The most affordable unified AI API platform. Access GPT-5, Claude 4.5, Gemini, Sora 2 & Flux.1 through one OpenAI-compatible key — drop-in for any MCP client or AI agent. Pay-as-you-go pricing, 99.9% uptime, low latency,
Official and agent-ready command-line tools for everyday workflows
>_$ bun
An all-in-one JavaScript runtime, package manager, bundler, and test runner.
>_$ wrangler
The official Cloudflare developer CLI for Workers, D1, R2, KV, Queues, Workflows, and more.
>_$ duckdb
Query local files and analytical datasets with an in-process SQL database.
>_$ ffmpeg
Record, convert, stream, inspect, and process audio and video.
Reusable prompts and workflows for coding agents
Run the production build, fix compile and bundling errors, and loop until the build succeeds.
Run automated accessibility checks on changed routes, fix violations, and repeat until the audit is clean.
Add focused tests until coverage meets your threshold (e.g. 80%), without changing production behavior unnecessarily.
Poll CI on an interval, investigate failures when checks go red, and push fixes until green.
Popular Claude Skills, Codex Skills, and reusable capabilities for AI agents
obra / superpowers
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
obra / superpowers
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
obra / superpowers
Use when you have a spec or requirements for a multi-step task, before touching code
obra / superpowers
Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions
What the community is installing
medplum
Medplum is a healthcare platform that helps you quickly develop high-quality compliant applications.
plur-ai
AI agents start every session with amnesia — you re-explain the project, repeat your preferences, and correct the same mistakes over and over. PLUR gives them a memory that persists. Your agent's corrections, preference
thinkany-ai
Agent-Native Terminal
Aamir Siddiqui
OrangePro local-first CLI + MCP server for behavior mapping, grounded test generation, and dynamic proof.
Subtext by Fullstory
Session replay, built for agents. Subtext is agentic session review: it captures production sessions of your app and connects them to your coding agent — Claude Code, Cursor, Codex, Devin, your own harness — so it can
astandrik
Safety-first stdio MCP server with 38 tools for operating Docker-based local-ydb environments locally or over SSH.
capital-com-sv
CFDs are complex instruments and come with a high risk of losing money rapidly due to leverage. 81.31% of retail investor accounts lose money when trading CFDs with this provider. You should consider whether you understa
Vibgrate
Query your team's drift, vulnerability, and migration data from any AI assistant. Vibgrate MCP connects Cursor, Claude, ChatGPT, Windsurf, or VS Code to Vibgrate Cloud: 51 tools for DriftScores, CVEs and EOL runtimes, up
Recently published servers
tarang8811
Public docs + tool manifest for the GetIntel MCP connector (app.getintel.ai)
schneidavie
Fund Momentum MCP Server — VC intelligence for AI assistants. 1000+ active VC funds, live investor signals, AI-powered startup matching.
westonhancock
Orcha is a unified context layer for AI tools and agents. It stores and indexes and exposes organizational, team, or individual knowledge. Files, structured databases, and connected sources live in one workspace, and age
astandrik
Safety-first stdio MCP server with 38 tools for operating Docker-based local-ydb environments locally or over SSH.
Aamir Siddiqui
OrangePro local-first CLI + MCP server for behavior mapping, grounded test generation, and dynamic proof.
Glasswarp
See and control a real Windows PC you own — from any MCP client, locally or remotely. Observe (UIA + screenshots), click/type/drag/scroll, launch apps, owner Live View. BYOH: your machine, your key.
LE-VAI
Design-system contract verification & scoring for AI agents. 34-check engine (99.1% A self-score), DTCG token validation, WCAG 2.2 a11y, Lottie motion. 11 tools, no auth.
Hakolsound
MCP server for Floors.live — design event floor plans, manage guest lists, and run intelligent seating assignments from Claude, ChatGPT, or Cursor. 32 tools.
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Discover MCP servers by name, category, tag, runtime, or integration so you can connect AI apps to the tools and data you already use.
Browse MCP serversScan a practical MCP server list with popular, featured, and newly published projects from the community.
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Find MCP clientsFrequently Asked Questions about MCP Server
MCP is an open-source protocol developed by Anthropic that enables AI systems like Claude to securely connect with various data sources. It provides a universal standard for AI assistants to access external data, tools, and prompts through a client-server architecture.
MCP Server is a system that provides context, tools, and prompts to AI clients. It can expose data sources like files, documents, databases, and API integrations, allowing AI assistants to access real-time information in a secure way.
MCP Server work through a simple client-server architecture. They expose data and tools through a standardized protocol, maintaining secure 1:1 connections with clients inside host applications like Claude Desktop.
MCP Server can share resources (files, docs, data), expose tools (API integrations, actions), and provide prompts (templated interactions). They control their own resources and maintain clear system boundaries for security.
Claude can connect to MCP server to access external data sources and tools, enhancing its capabilities with real-time information. Currently, this works with local MCP servers, with enterprise remote server support coming soon.
Yes, security is built into the MCP protocol. Server controls its own resources, there's no need to share API keys with LLM providers, and the system maintains clear boundaries. Each server manages its own authentication and access control.
mcp.so is a community-driven platform that collects and organizes third-party MCP Servers. It serves as a central directory where users can discover, share, and learn about various MCP Servers available for AI applications.
You can submit your MCP Server by creating a new issue in our GitHub repository. Click the 'Submit' button in the navigation bar or visit our GitHub issues page directly. Please provide details about your server including its name, description, features, and connection information.
