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Labs, apps and challenge machines — install with one click.

A public repository for Selfmade Ninja Labs. Browse here, install from the LabStore inside your instance, publish from your template designer.

MCP servers your AI calls — headless labs from the Docker MCP Catalog and the official MCP Registry.

.NET Types Explorer Provides detailed type information from .NET projects including assembly exploration, name by docker ✓ · mcp · 5 tools · installable DevelopmentMCP Servers 12306 An MCP server that provides 12306 ticket query by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers API Gateway A universal MCP (Model Context Protocol) server to integrate any API with Claude Desktop u by docker ✓ · mcp · 2 tools · installable DevOpsMCP Servers ARC-1 MCP server for SAP ABAP systems by mcp-registry ✓ · mcp · 8 tools · installable MCP Servers AWS API Comprehensive AWS API support with command validation and access to all services. by docker ✓ · mcp · 2 tools · installable DevOpsMCP Servers AWS AppSync Manage applications powered by AWS AppSync. by docker ✓ · mcp · 10 tools · installable DevOpsMCP Servers AWS Bedrock AgentCore Documentation on AgentCore platform services. by docker ✓ · mcp · 122 tools · installable AI & LLMMCP Servers AWS Bedrock Custom Model Import Manage custom models in Bedrock. by docker ✓ · mcp · 6 tools · installable AI & LLMMCP Servers AWS Bedrock Data Automation Analyze documents, images, videos, and audio. by docker ✓ · mcp · 3 tools · installable AI & LLMMCP Servers AWS Billing and Cost Management Billing and cost management. by docker ✓ · mcp · 33 tools · installable Finance & AccountingMCP Servers AWS CDK AWS Cloud Development Kit (CDK) best practices, infrastructure as code patterns, and secur by docker ✓ · mcp · 7 tools · installable DevOpsMCP Servers AWS Cloud Control API Direct resource management with security scanning. by docker ✓ · mcp · 14 tools · installable DevOpsMCP Servers AWS CloudFormation CloudFormation resource management via Cloud Control API. by docker ✓ · mcp · 8 tools · installable DevOpsMCP Servers AWS CloudTrail AWS CloudTrail audit logging and monitoring. by docker ✓ · mcp · 5 tools · installable SecurityMCP Servers AWS Core Starting point for using the awslabs MCP servers. by docker ✓ · mcp · 1 tools · installable DevOpsMCP Servers AWS Cost Explorer Detailed cost analysis and reporting. by docker ✓ · mcp · 7 tools · installable Finance & AccountingMCP Servers AWS Data Processing Data processing and transformation services. by docker ✓ · mcp · 32 tools · installable AnalyticsMCP Servers AWS Diagram Seamlessly create diagrams using the Python diagrams package DSL. This server allows you t by docker ✓ · mcp · 3 tools · installable DevOpsMCP Servers AWS Documentation Tools to access AWS documentation, search for content, and get recommendations. by docker ✓ · mcp · 4 tools · installable DevOpsMCP Servers AWS HealthOmics Generate, run, debug lifescience workflows. by docker ✓ · mcp · 73 tools · installable MCP Servers AWS IAM IAM user, role, group, and policy management. by docker ✓ · mcp · 29 tools · installable SecurityMCP Servers AWS IoT SiteWise Industrial IoT asset management. by docker ✓ · mcp · 41 tools · installable Internet of ThingsMCP Servers AWS KB Retrieval (Archived) An MCP server implementation for retrieving information from the AWS Knowledge Base using by docker ✓ · mcp · 1 tools · installable DevOpsMCP Servers AWS Labs Nova Canvas AI image generation using Amazon Nova Canvas. by docker ✓ · mcp · 2 tools · installable AI & LLMMCP Servers AWS Pricing AWS service pricing and cost estimates. by docker ✓ · mcp · 9 tools · installable Finance & AccountingMCP Servers AWS S3 Tables Manage S3 Tables for analytics. by docker ✓ · mcp · 16 tools · installable AnalyticsMCP Servers AWS Terraform Terraform on AWS best practices, infrastructure as code patterns, and security compliance by docker ✓ · mcp · 7 tools · installable DevOpsMCP Servers Actual Budget MCP Server MCP server exposing Actual Budget accounts, transactions, budgets and reporting to LLM ass by mcp-registry ✓ · mcp · 17 tools · installable MCP Servers AdLoop Google Ads, Reddit Ads, GA4 and Tag Manager in your AI client, with a preview before every by mcp-registry ✓ · mcp · 130 tools · installable MCP Servers Agent Harnesses Agent-harness picks, decision guides, setup templates, and skills; live GitHub/HN discover by mcp-registry ✓ · mcp · 16 tools · installable MCP Servers Agent Safe Pipeline Authorize consequential AI agent actions before execution by mcp-registry ✓ · mcp · 11 tools · installable MCP Servers Airbnb Search MCP Server for searching Airbnb and get listing details. by docker ✓ · mcp · 2 tools · installable SearchMCP Servers Airtable Provides AI assistants with direct access to Airtable bases, allowing them to read schemas by docker ✓ · mcp · 16 tools · installable Project ManagementMCP Servers Airtable Read and write access to Airtable database schemas, tables, and records. by mcp-registry ✓ · mcp · 16 tools · installable MCP Servers Alfresco A minimal Model Context Protocol (MCP) server for Alfresco providing tools via the Alfresc by docker ✓ · mcp · 10 tools · installable Project ManagementMCP Servers Amazon CloudWatch Metrics, alarms, and logs analysis. by docker ✓ · mcp · 19 tools · installable Monitoring & UptimeMCP Servers Amazon CloudWatch Application Signals Application performance monitoring and insights. by docker ✓ · mcp · 13 tools · installable Monitoring & UptimeMCP Servers Amazon DynamoDB Complete DynamoDB operations and table management. by docker ✓ · mcp · 8 tools · installable DatabasesMCP Servers Amazon ElastiCache ElastiCache control plane operations. by docker ✓ · mcp · 39 tools · installable DatabasesMCP Servers Amazon ElastiCache for Memcached High-speed caching with Memcached. by docker ✓ · mcp · 22 tools · installable DatabasesMCP Servers Amazon ElastiCache/MemoryDB for Valkey Advanced data structures with Valkey. by docker ✓ · mcp · 105 tools · installable DatabasesMCP Servers Amazon Kendra Index Enterprise search and RAG enhancement. by docker ✓ · mcp · 2 tools · installable AI & LLMMCP Servers Amazon Location Service Place search, geocoding, and route optimization. by docker ✓ · mcp · 8 tools · installable MCP Servers Amazon MSK Managed Kafka cluster operations. by docker ✓ · mcp · 12 tools · installable Chat & MessagingMCP Servers Amazon Neptune Graph database queries with Cypher and Gremlin. by docker ✓ · mcp · 4 tools · installable DatabasesMCP Servers Amazon Q Business AI assistant for ingested content with anonymous access. by docker ✓ · mcp · 1 tools · installable AI & LLMMCP Servers Amazon Redshift Data warehouse operations and queries. by docker ✓ · mcp · 6 tools · installable AnalyticsMCP Servers Amazon Timestream for InfluxDB Time-series database operations. by docker ✓ · mcp · 26 tools · installable DatabasesMCP Servers Anytype Official MCP server for Anytype API - your encrypted, local and collaborative wiki. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Apify Apify is the world's largest marketplace of tools for web scraping, data extraction, and w by docker ✓ · mcp · 10 tools · installable Project ManagementMCP Servers Apple Health Local-first Apple Health MCP server for questions about your sleep, workouts and heart dat by mcp-registry ✓ · mcp · 3 tools · installable MCP Servers ArXiv The ArXiv MCP Server provides a comprehensive bridge between AI assistants and arXiv's res by docker ✓ · mcp · 4 tools · installable SearchMCP Servers Arm Provides AI assistants with specialized tools for Arm architecture development, migration, by docker ✓ · mcp · 7 tools · installable DevelopmentMCP Servers Arxiv Search arXiv papers, download full text, semantic search, citation graphs, and alerts via by mcp-registry ✓ · mcp · 19 tools · installable MCP Servers Astra DB An MCP server for Astra DB workloads. by docker ✓ · mcp · 19 tools · installable DatabasesMCP Servers Atlan MCP server for interacting with Atlan services including asset search, updates, and lineag by docker ✓ · mcp · 14 tools · installable DatabasesMCP Servers Atlas Docs Provide LLMs hosted, clean markdown documentation of libraries and frameworks. by docker ✓ · mcp · 5 tools · installable DevOpsMCP Servers Atlassian Tools for Atlassian products (Confluence and Jira). This integration supports both Atlassi by docker ✓ · mcp · 80 tools · installable Project ManagementMCP Servers Atomic Mail Programmable email inbox for AI agents — JMAP, PoW auth, stdio MCP server. by mcp-registry ✓ · mcp · 3 tools · installable MCP Servers Attestix AI agent identity, signed credentials, delegated authority and governance evidence. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Audiense Insights Audiense Insights MCP Server is a server based on the Model Context Protocol (MCP) that al by docker ✓ · mcp · 8 tools · installable DevOpsMCP Servers Audio Edit, analyze and convert audio: loudness, spec checks, denoise, EQ, cuts, BPM, key. No ff by mcp-registry ✓ · mcp · 1 tools · installable MCP Servers AutoTS Automated time series forecasting with model search, anomaly detection, and event risk ana by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Azure Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-p by docker ✓ · mcp · 55 tools · installable DevOpsMCP Servers Azure Kubernetes Service (AKS) Azure Kubernetes Service (AKS) official MCP server. by docker ✓ · mcp · 15 tools · installable DevOpsMCP Servers Azure MCP Server All Azure MCP tools to create a seamless connection between AI agents and Azure services. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers BankMCP™ Read-only MCP server for your own bank accounts via Enable Banking. Self-hosted, one user. by mcp-registry ✓ · mcp · 12 tools · installable MCP Servers Basic Memory Local-first knowledge management with bi-directional LLM sync via Markdown files. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Beagle Security Connects with the Beagle Security backend using a user token to manage applications, run a by docker ✓ · mcp · 17 tools · installable DevOpsMCP Servers Bitrefill A Model Context Protocol Server connector for Bitrefill public API, to enable AI agents to by docker ✓ · mcp · 12 tools · installable DevOpsMCP Servers Box An MCP server capable of interacting with the Box API. by docker ✓ · mcp · 12 tools · installable DevOpsMCP Servers Brave Search Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more by mcp-registry ✓ · mcp · 8 tools · installable MCP Servers Brave Search Search the Web for pages, images, news, videos, and more using the Brave Search API. by docker ✓ · mcp · 8 tools · installable SearchMCP Servers Brightdata Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web by mcp-registry ✓ · mcp · 11 tools · installable MCP Servers Browser Use Control a real Chrome browser to complete any task: fill forms, extract data, book flights by mcp-registry ✓ · mcp · 2 tools · installable MCP Servers Browserbase Allow LLMs to control a browser with Browserbase and Stagehand for AI-powered web automati by docker ✓ · mcp · 6 tools · installable DevOpsMCP Servers Buildkite Buildkite MCP lets agents interact with Buildkite Builds, Jobs, Logs, Packages and Test Su by docker ✓ · mcp · 24 tools · installable DevOpsMCP Servers CRW Web Scraper Open-source web scraper for AI agents with scrape, crawl, and map tools by mcp-registry ✓ · mcp · 8 tools · installable MCP Servers Camunda BPM Process Engine Tools to interact with the Camunda 7 Community Edition Engine using the Model Context Prot by docker ✓ · mcp · 12 tools · installable Project ManagementMCP Servers Canvas Canvas LMS integration for students and educators with optional privacy controls by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers CharmHealth An MCP server for CharmHealth EHR that allows LLMs and MCP clients to interact with patien by docker ✓ · mcp · 17 tools · installable Project ManagementMCP Servers Chroma A Model Context Protocol (MCP) server implementation that provides database capabilities f by docker ✓ · mcp · 13 tools · installable DevOpsMCP Servers Chrome DevTools MCP MCP server for Chrome DevTools by mcp-registry ✓ · mcp · 30 tools · installable MCP Servers Claude Code Organizer Organize Claude Code memories, skills, MCP servers, commands, agents, rules via drag-and-d by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Claude Code Ultimate Guide Search the Claude Code Ultimate Guide and machine-readable references from any MCP client. by mcp-registry ✓ · mcp · 17 tools · installable MCP Servers Claude Flow AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise d by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Claude Real Video Let any LLM watch a video locally — and search everything it has ever watched. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Claudexor Route coding work across Claude Code, Codex, Cursor, and OpenCode with shared context. by mcp-registry ✓ · mcp · 21 tools · installable MCP Servers ClickHouse Official ClickHouse MCP server for querying and exploring ClickHouse clusters and chDB. by mcp-registry ✓ · mcp · 3 tools · installable MCP Servers Cloud Run MCP server to deploy apps to Cloud Run. by docker ✓ · mcp · 8 tools · installable DevOpsMCP Servers CloudBase CloudBase MCP: DB, functions, storage, hosting via @cloudbase/cloudbase-mcp by mcp-registry ✓ · mcp · 42 tools · installable MCP Servers CockroachDB Enable AI agents to manage, monitor, and query CockroachDB using natural language. Perform by docker ✓ · mcp · 29 tools · installable DatabasesMCP Servers Code Context Engine Index your codebase. AI searches instead of re-reading files. 94% token savings. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Codebase Memory Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens. by mcp-registry ✓ · mcp · 17 tools · installable MCP Servers Codeman Start, prompt and read AI coding agent sessions (Claude Code, Codex, Gemini CLI and more) by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Comfyui MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models by mcp-registry ✓ · mcp · 41 tools · installable MCP Servers Compartment Durable agentic memory, encrypted at rest. Fully offline: no network, no API key, no cloud by mcp-registry ✓ · mcp · 14 tools · installable MCP Servers Concord MCP Cross-harness communication and shared work-state for AI coding agents. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Context Local-first documentation for AI agents. Offline, instant, private doc retrieval. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Context7 Up-to-date code docs for any prompt by mcp-registry ✓ · mcp · 2 tools · installable MCP Servers Coolify 46 optimized tools for managing Coolify infrastructure, diagnostics, and docs search by mcp-registry ✓ · mcp · 46 tools · installable MCP Servers Core Persistent memory for AI coding agents. #1 on LongMemEval. Local-first. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Couchbase Couchbase is a distributed document database with a powerful search engine and in-built op by docker ✓ · mcp · 20 tools · installable DatabasesMCP Servers Crowdsentinel AI threat hunting & incident response for Elasticsearch/OpenSearch with endpoint & network by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Curl Standard curl tool. by docker ✓ · mcp · 1 tools · browse only DevOpsMCP Servers Cylera Brings context about device inventory, threats, risks and utilization powered by the Cyler by docker ✓ · mcp · 7 tools · installable Project ManagementMCP Servers DBHub Token-efficient database MCP server for PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, SQ by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Dappier Enable fast, free real-time web search and access premium data from trusted media brands—n by docker ✓ · mcp · 2 tools · installable DevOpsMCP Servers Dart AI Dart AI Model Context Protocol (MCP) server. by docker ✓ · mcp · 16 tools · installable DevOpsMCP Servers Databutton Databutton MCP Server. by docker ✓ · mcp · 1 tools · installable DevOpsMCP Servers Dbx Query databases from AI agents using connections configured in DBX. by mcp-registry ✓ · mcp · 6 tools · installable MCP Servers DeepSeek MCP Server Official DeepSeek MCP server for chat, completion, model listing, and balance endpoints. by mcp-registry ✓ · mcp · 6 tools · installable MCP Servers Deja Vu deja-vu: local memory over the session histories of forty-one coding agents. by mcp-registry ✓ · mcp · 1 tools · installable MCP Servers Dembrandt Design tokens from any live site: colours, type, spacing, components, drift against a base by mcp-registry ✓ · mcp · 21 tools · installable MCP Servers Descope The Descope Model Context Protocol (MCP) server provides an interface to interact with Des by docker ✓ · mcp · 4 tools · installable DevOpsMCP Servers Desktop Commander MCP server for terminal commands, file operations, and process management by mcp-registry ✓ · mcp · 25 tools · installable MCP Servers Desktop Commander Search, update, manage files and run terminal commands with AI. by docker ✓ · mcp · 26 tools · installable DevOpsMCP Servers DevHub CMS DevHub CMS LLM integration through the Model Context Protocol. by docker ✓ · mcp · 10 tools · installable DevOpsMCP Servers Discord Interact with the Discord platform. by docker ✓ · mcp · 20 tools · installable DevOpsMCP Servers Docker Use the Docker CLI. by docker ✓ · mcp · 1 tools · browse only DevOpsMCP Servers Docker Hub Docker Hub official MCP server. by docker ✓ · mcp · 13 tools · installable DevOpsMCP Servers Dot Ai AI-powered development platform for Kubernetes deployments and intelligent automation by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers DreamFactory DreamFactory is a REST API generation platform with support for hundreds of data sources, by docker ✓ · mcp · 8 tools · installable DatabasesMCP Servers Dynatrace This MCP Server allows interaction with the Dynatrace observability platform, brining real by docker ✓ · mcp · 18 tools · installable Monitoring & UptimeMCP Servers E2B Giving Claude ability to run code with E2B via MCP (Model Context Protocol). by docker ✓ · mcp · 1 tools · installable DevOpsMCP Servers EdgarTools Open-source SEC EDGAR toolkit — 13 tools, 7 prompts, every filing type. No API key require by mcp-registry ✓ · mcp · 13 tools · installable MCP Servers EduBase The EduBase MCP server enables Claude and other LLMs to interact with EduBase's comprehens by docker ✓ · mcp · 165 tools · installable DevOpsMCP Servers Effect Tools and resources for writing Effect code in Typescript. by docker ✓ · mcp · 2 tools · installable Project ManagementMCP Servers Elasticsearch Interact with your Elasticsearch indices through natural language conversations. by docker ✓ · mcp · 5 tools · installable SearchMCP Servers Elasticsearch MCP server for interacting with Elasticsearch by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers ElevenLabs Official ElevenLabs Model Context Protocol (MCP) server that enables interaction with powe by docker ✓ · mcp · 27 tools · installable AI & LLMMCP Servers Emilia Protocol Exact-action approval for consequential agent actions: request, track, and verify signed r by mcp-registry ✓ · mcp · 3 tools · installable MCP Servers Emulo Mine your AI coding session logs into a you.md profile with dated receipts, for an agent t by mcp-registry ✓ · mcp · 1 tools · installable MCP Servers Entroly Context Assurance for AI agents: context engineering, AI cost optimization, verification. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers EverArt (Archived) Image generation server using EverArt's API. by docker ✓ · mcp · 1 tools · installable SearchMCP Servers Exa Exa MCP for web search and web crawling!. by docker ✓ · mcp · 2 tools · installable SearchMCP Servers Excel MCP Server Create and edit Excel files with AI: charts, PivotTables, formulas. No Excel needed. by mcp-registry ✓ · mcp · 42 tools · installable MCP Servers ExecuteAutomation Playwright Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude De by docker ✓ · mcp · 32 tools · installable AI & LLMMCP Servers Explorium B2B Data Discover companies, contacts, and business insights—powered by dozens of trusted external by docker ✓ · mcp · 12 tools · installable SearchMCP Servers FFmpeg Use ffmpeg to process video files. by docker ✓ · mcp · 3 tools · browse only Media & StreamingMCP Servers FableCut Zero-dependency browser video editor AI agents drive via a JSON timeline over MCP; ffmpeg by mcp-registry ✓ · mcp · 14 tools · installable MCP Servers Fetch (Reference) Fetches a URL from the internet and extracts its contents as markdown. by docker ✓ · mcp · 1 tools · installable DevOpsMCP Servers Fibery Interact with your Fibery workspace. by docker ✓ · mcp · 7 tools · installable DevOpsMCP Servers Figma Ui Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back by mcp-registry ✓ · mcp · 5 tools · installable MCP Servers Filesystem (Reference) Local filesystem access with configurable allowed paths. by docker ✓ · mcp · 11 tools · installable DevOpsMCP Servers Finance Toolkit 200+ transparent financial metrics calculated from raw statements, not third-party endpoin by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Financial Modeling Prep (fmpsdk) Financial Modeling Prep API as MCP tools — quotes, statements, prices, and ~240 endpoints. by mcp-registry ✓ · mcp · 13 tools · installable MCP Servers Firebase Gives AI development tools Firebase-specific capabilities and expertise. by mcp-registry ✓ · mcp · 14 tools · installable MCP Servers Firecrawl 🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude by docker ✓ · mcp · 26 tools · installable SearchMCP Servers Firecrawl MCP Server MCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search. by mcp-registry ✓ · mcp · 26 tools · installable MCP Servers Firewalla Real-time network monitoring, security analysis, and firewall management through 28 specia by docker ✓ · mcp · 28 tools · installable SecurityMCP Servers Flutter Skill AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Funplay Cocos MCP stdio bridge for the local Cocos Creator Editor MCP server from FunplayAI/funplay-cocos-mc by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Gemini API Docs Provides tools to search and retrieve Google Gemini API documentation. by docker ✓ · mcp · 3 tools · installable AI & LLMMCP Servers Git (Reference) Git repository interaction and automation. by docker ✓ · mcp · 12 tools · installable DevOpsMCP Servers GitHub Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural by mcp-registry ✓ · mcp · 46 tools · installable MCP Servers GitHub (Archived) Tools for interacting with the GitHub API, enabling file operations, repository management by docker ✓ · mcp · 26 tools · installable DevOpsMCP Servers GitHub Chat A Model Context Protocol (MCP) for analyzing and querying GitHub repositories using the Gi by docker ✓ · mcp · 2 tools · installable DevOpsMCP Servers GitLab (Archived) MCP Server for the GitLab API, enabling project management, file operations, and more. by docker ✓ · mcp · 9 tools · installable DevOpsMCP Servers Glade Control the Unity and Godot editors from AI clients: scenes, scripts, physics, materials. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Gmail A Model Context Protocol server for Gmail operations using IMAP/SMTP with app password aut by docker ✓ · mcp · 3 tools · installable Chat & MessagingMCP Servers Google Analytics GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready de by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Google Flights Interact with Google Flights data to search for one-way, round-trip, and date range flight by docker ✓ · mcp · 3 tools · installable MCP Servers Google Maps (Archived) Tools for interacting with the Google Maps API. by docker ✓ · mcp · 7 tools · installable DevOpsMCP Servers Google Maps Comprehensive Complete Google Maps integration with 8 tools including geocoding, places search, directio by docker ✓ · mcp · 8 tools · installable DevOpsMCP Servers Google Surf Web, academic and code search with graph RAG, data lineage, ontology and cross-project sch by mcp-registry ✓ · mcp · 7 tools · installable MCP Servers Gopeak GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools, LSP, DAP, screensh by mcp-registry ✓ · mcp · 95 tools · installable MCP Servers Grafana MCP server for Grafana. by docker ✓ · mcp · 65 tools · installable Monitoring & UptimeMCP Servers Gyazo Official Model Context Protocol server for Gyazo. by docker ✓ · mcp · 4 tools · installable DevOpsMCP Servers HOL Guard Local-first AI agent security evidence and approval workflows through HOL Guard's stdio MC by mcp-registry ✓ · mcp · 6 tools · installable MCP Servers Ha Comprehensive Model Context Protocol server for managing Home Assistant through AI assista by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Hacker News A Model Context Protocol (MCP) server that provides access to Hacker News stories, comment by docker ✓ · mcp · 4 tools · installable RSS & FeedsMCP Servers Hackle Model Context Protocol server for Hackle. by docker ✓ · mcp · 19 tools · installable DevOpsMCP Servers Handwriting OCR Model Context Protocol (MCP) Server for Handwriting OCR. by docker ✓ · mcp · 3 tools · installable DevOpsMCP Servers Hashicorp Terraform The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling by docker ✓ · mcp · 9 tools · installable DevOpsMCP Servers Heroku Heroku Platform MCP Server using the Heroku CLI. by docker ✓ · mcp · 34 tools · installable DevOpsMCP Servers Hevy MCP Server MCP server for managing workouts, routines, and exercise data through the Hevy API by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Hex Graph Deterministic layered code graph MCP server with framework overlays and SCIP interop. by mcp-registry ✓ · mcp · 16 tools · installable MCP Servers HomeLab Monitor Self-hosted homelab dashboard with a built-in read-only MCP server (hosts, Docker, GPU, se by mcp-registry ✓ · mcp · 12 tools · installable MCP Servers Homebutler Tells an agent what changed on a server since it last looked - status, Docker, backups, Pr by mcp-registry ✓ · mcp · 44 tools · installable MCP Servers Hostinger API Interact with Hostinger services over the Hostinger API. by docker ✓ · mcp · 118 tools · installable DevOpsMCP Servers Hoverfly A Model Context Protocol (MCP) server that exposes Hoverfly as a programmable tool for AI by docker ✓ · mcp · 12 tools · installable Project ManagementMCP Servers Humanitarian Data Exchange HDX MCP Server provides access to humanitarian data through the Humanitarian Data Exchange by docker ✓ · mcp · 29 tools · installable SearchMCP Servers Hummingbot: Trading Agent Hummingbot MCP is an open-source toolset that lets you control and monitor your Hummingbot by docker ✓ · mcp · 21 tools · installable Finance & AccountingMCP Servers Husqvarna Automower MCP Server for huqsvarna automower. by docker ✓ · mcp · 1 tools · installable DevOpsMCP Servers Hyperbrowser A MCP server implementation for hyperbrowser. by docker ✓ · mcp · 10 tools · installable DevOpsMCP Servers Hyperspell Hyperspell MCP Server. by docker ✓ · mcp · 3 tools · installable DevOpsMCP Servers IWE Markdown knowledge base as agent memory. Runs against the notes directory it is started in by mcp-registry ✓ · mcp · 14 tools · installable MCP Servers Iaptic Model Context Protocol server for interacting with iaptic. by docker ✓ · mcp · 17 tools · installable DevOpsMCP Servers Idea Reality Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal. by mcp-registry ✓ · mcp · 1 tools · installable MCP Servers Inspektor Gadget AI interface to troubleshoot and observe Kubernetes/Container workloads. by docker ✓ · mcp · 37 tools · browse only Monitoring & UptimeMCP Servers Inspo Real production websites for coding agents: palettes, fonts, fold autopsies and reference by mcp-registry ✓ · mcp · 15 tools · installable MCP Servers Jacobian Executable mathematics and independent verification for AI agents. by mcp-registry ✓ · mcp · 2 tools · installable MCP Servers JetBrains A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, by docker ✓ · mcp · 30 tools · installable DevOpsMCP Servers Jobseek Search jobs and companies on Job Seek (jseek.co) by mcp-registry ✓ · mcp · 9 tools · installable MCP Servers Kafka Schema Registry Comprehensive MCP server for Kafka Schema Registry operations. Features multi-registry sup by docker ✓ · mcp · 29 tools · installable DatabasesMCP Servers Kagi Search The Official Model Context Protocol (MCP) server for Kagi Search & other tools. by docker ✓ · mcp · 2 tools · installable DevOpsMCP Servers Kaneo Official MCP server for Kaneo: manage tasks, projects, and labels from Claude and other MC by mcp-registry ✓ · mcp · 38 tools · installable MCP Servers Keboola Keboola MCP Server is an open-source bridge between your Keboola project and modern AI too by docker ✓ · mcp · 33 tools · installable DevOpsMCP Servers Kinocut Guardrailed video editing for AI agents: FFmpeg, captions, effects, Hyperframes, and recei by mcp-registry ✓ · mcp · 203 tools · installable MCP Servers Kong Konnect A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, allowing AI by docker ✓ · mcp · 10 tools · installable DevOpsMCP Servers Kubectl MCP Server that enables AI assistants to interact with Kubernetes clusters via kubectl ope by docker ✓ · mcp · 26 tools · installable DevOpsMCP Servers Kubernetes Connect to a Kubernetes cluster and manage it. by docker ✓ · mcp · 23 tools · installable DevOpsMCP Servers Kubernetes A Model Context Protocol (MCP) server for Kubernetes and OpenShift by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers LINE MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Offic by docker ✓ · mcp · 12 tools · installable DevOpsMCP Servers Lara Translate Connect to Lara Translate API, enabling powerful translation capabilities with support for by docker ✓ · mcp · 22 tools · installable DevOpsMCP Servers Link Local personal memory for agents as MCP tools — remember, recall, search, context, graph t by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers LinkedIn This MCP server allows Claude and other AI assistants to access your LinkedIn. Scrape Link by docker ✓ · mcp · 6 tools · installable CRMMCP Servers Linux MCP server for read-only Linux system administration, diagnostics, and troubleshooting by mcp-registry ✓ · mcp · 19 tools · installable MCP Servers Local Rag Easy-to-setup local RAG server with minimal configuration by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers MCP Database Server Comprehensive database server supporting PostgreSQL, MySQL, and SQLite with natural langua by docker ✓ · mcp · 7 tools · installable DatabasesMCP Servers MCP Fiscal Brasil Ferramentas fiscais brasileiras: CNPJ, NF-e, IBS/CBS, ICMS, Simples Nacional, NCM/CFOP. Se by mcp-registry ✓ · mcp · 36 tools · installable MCP Servers MCP for Adobe Premiere Pro Local-first MCP for supported Adobe Premiere Pro workflows; start with a read-only connect by mcp-registry ✓ · mcp · 432 tools · installable MCP Servers Maestro A Model Context Protocol (MCP) server exposing Bitcoin blockchain data through the Maestro by docker ✓ · mcp · 35 tools · installable Monitoring & UptimeMCP Servers Mapbox Transform any AI agent into a geospatially-aware system with Mapbox APIs. Provides geocodi by docker ✓ · mcp · 28 tools · installable MCP Servers Mapbox Developer Direct access to Mapbox developer APIs for AI assistants. Enables style management, token by docker ✓ · mcp · 23 tools · installable DevOpsMCP Servers Markdownify A Model Context Protocol server for converting almost anything to Markdown. by docker ✓ · mcp · 11 tools · installable Project ManagementMCP Servers Markitdown A lightweight MCP server for calling MarkItDown. by docker ✓ · mcp · 1 tools · installable Project ManagementMCP Servers Marm Universal MCP Server with advanced AI memory capabilities and semantic search. by mcp-registry ✓ · mcp · 16 tools · installable MCP Servers Martin Loop One system around coding agents to run, verify, recover, and hand off software work. by mcp-registry ✓ · mcp · 24 tools · installable MCP Servers Maven Tools JVM dependency intelligence for any build tool using Maven Central Repository. Includes Co by docker ✓ · mcp · 10 tools · installable DevelopmentMCP Servers Memorix Local-first project memory with legacy MCP and 2026 discovery compatibility. by mcp-registry ✓ · mcp · 9 tools · installable MCP Servers Memory (Reference) Knowledge graph-based persistent memory system. by docker ✓ · mcp · 9 tools · installable AI & LLMMCP Servers Metabase A comprehensive MCP server for Metabase with 70+ tools. by docker ✓ · mcp · 28 tools · installable AnalyticsMCP Servers Microsoft 365 MCP Server Interact with Microsoft 365 and Office services through the Microsoft Graph API. by mcp-registry ✓ · mcp · 196 tools · installable MCP Servers Mikrotik MCP server for MikroTik routers: firewall, NAT, routing, DHCP, DNS, WireGuard and more via by mcp-registry ✓ · mcp · 196 tools · installable MCP Servers Minecraft Wiki A MCP Server for browsing the official Minecraft Wiki!. by docker ✓ · mcp · 9 tools · installable GamesMCP Servers Minutes The private, owned conversation-memory layer for AI. Record, transcribe, and search every by mcp-registry ✓ · mcp · 34 tools · installable MCP Servers Misakanet Failure-memory layer for coding agents: search evidence-rated failure lessons by error tex by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers MongoDB A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters by docker ✓ · mcp · 25 tools · installable DatabasesMCP Servers MultiversX MCP Server for MultiversX. by docker ✓ · mcp · 14 tools · installable DevOpsMCP Servers NPM Sentinel MCP server that enables intelligent NPM package analysis powered by AI. by docker ✓ · mcp · 19 tools · installable DevOpsMCP Servers Nasdaq Data Link MCP server to interact with the data feeds provided by the Nasdaq Data Link. Developed by by docker ✓ · mcp · 5 tools · installable Finance & AccountingMCP Servers Needle Production-ready RAG service to search and retrieve data from your documents. by docker ✓ · mcp · 7 tools · installable SearchMCP Servers Neo4j Official MCP server for Neo4j. Interact with Neo4j using Cypher graph queries. by docker ✓ · mcp · 4 tools · installable DevOpsMCP Servers Neo4j Cloud Aura Api Manage Neo4j Aura database instances through the Neo4j Aura API. by docker ✓ · mcp · 12 tools · installable DevOpsMCP Servers Neo4j Cypher Interact with Neo4j using Cypher graph queries. by docker ✓ · mcp · 3 tools · installable DevOpsMCP Servers Neo4j Data Modeling MCP server that assists in creating, validating and visualizing graph data models. by docker ✓ · mcp · 16 tools · installable DevOpsMCP Servers Neo4j Memory Provide persistent memory capabilities through Neo4j graph database integration. by docker ✓ · mcp · 9 tools · installable DevOpsMCP Servers Neon MCP server for interacting with Neon Management API and databases. by docker ✓ · mcp · 19 tools · installable DatabasesMCP Servers Next.js DevTools next-devtools-mcp is a Model Context Protocol (MCP) server that provides Next.js developme by docker ✓ · mcp · 5 tools · installable DevelopmentMCP Servers Node.js Sandbox A Node.js–based Model Context Protocol server that spins up disposable Docker containers t by docker ✓ · mcp · 7 tools · installable DevOpsMCP Servers Notion Official Notion MCP Server. by docker ✓ · mcp · 24 tools · installable Project ManagementMCP Servers Novita Seamless interaction with Novita AI platform resources. by docker ✓ · mcp · 20 tools · installable AI & LLMMCP Servers Nx Console A Model Context Protocol server implementation for Nx by mcp-registry ✓ · mcp · 2 tools · installable MCP Servers ONLYOFFICE DocSpace ONLYOFFICE DocSpace is a room-based collaborative platform which allows organizing a clear by docker ✓ · mcp · 23 tools · installable Project ManagementMCP Servers OSP Marketing Tools A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partn by docker ✓ · mcp · 6 tools · installable DevOpsMCP Servers Obsidian MCP server that interacts with Obsidian via the Obsidian rest API community plugin. by docker ✓ · mcp · 12 tools · installable Project ManagementMCP Servers Obsidian Read, write, search, and surgically edit Obsidian notes, tags, and frontmatter via MCP. by mcp-registry ✓ · mcp · 12 tools · installable MCP Servers Octocode AI-powered code indexer with semantic search and knowledge graphs by mcp-registry ✓ · mcp · 4 tools · installable MCP Servers Octocode MCP - AI Context Platform AI code research platform. Search, analyze, and extract insights from any GitHub repositor by mcp-registry ✓ · mcp · 5 tools · installable MCP Servers Odoo Odoo MCP: gated writes, multi-instance. Free hosted: ERPipe (mcp.erpipe.com) by mcp-registry ✓ · mcp · 41 tools · installable MCP Servers Official ClickHouse Official ClickHouse MCP Server. by docker ✓ · mcp · 3 tools · installable DatabasesMCP Servers Okta Secure Okta identity and access management via Model Context Protocol (MCP). Access Okta u by docker ✓ · mcp · 20 tools · installable AI & LLMMCP Servers Okta ## :tada: __It's Official__ :tada: The Okta Open-Source MCP Server integrates with LLMs an by docker ✓ · mcp · 108 tools · installable AI & LLMMCP Servers Omi A Model Context Protocol server for Omi interaction and automation. This server provides t by docker ✓ · mcp · 6 tools · installable AI & LLMMCP Servers OpenAPI Schema OpenAPI Schema Model Context Protocol Server. by docker ✓ · mcp · 10 tools · installable DevOpsMCP Servers OpenAPI Toolkit Fetch, validate, and generate code or curl from any OpenAPI or Swagger spec - all from a s by docker ✓ · mcp · 5 tools · installable Project ManagementMCP Servers OpenTakeoff Construction takeoff for AI agents: load plans, set scale, measure, count, export with pro by mcp-registry ✓ · mcp · 53 tools · installable MCP Servers OpenWorkProof Verifiable execution for AI agents: Ed25519-signed work contracts and audit trails. by mcp-registry ✓ · mcp · 29 tools · installable MCP Servers Openbrowser Ai AI browser automation. Write async Python to navigate, click, type, and extract data. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Openflowkit Architecture diagrams for your agent: draw on the live OpenFlowKit canvas or edit diagram by mcp-registry ✓ · mcp · 29 tools · installable MCP Servers Openflowkit Architecture diagrams for your agent: draw on the live OpenFlowKit canvas or edit diagram by mcp-registry ✓ · mcp · 29 tools · installable MCP Servers Openweather A simple MCP service that provides current weather and 5-day forecast using the free OpenW by docker ✓ · mcp · 1 tools · installable SearchMCP Servers Opik Read and score Opik traces, experiments, datasets and prompts from your AI assistant. by mcp-registry ✓ · mcp · 5 tools · installable MCP Servers Opik Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evalua by docker ✓ · mcp · 13 tools · installable DevOpsMCP Servers Opine A Model Context Protocol (MCP) server for querying deals and evaluations from the Opine CR by docker ✓ · mcp · 11 tools · installable Project ManagementMCP Servers Oracle Database Connect to Oracle databases via MCP, providing secure read-only access with support for sc by docker ✓ · mcp · 13 tools · installable DatabasesMCP Servers Orcareplay Read, replay and fork recorded coding-agent runs. by mcp-registry ✓ · mcp · 6 tools · installable MCP Servers OrchestKit Docs MCP Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth. by mcp-registry ✓ · mcp · 2 tools · installable MCP Servers Ori Memory Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Ouroboros Pins an acceptance spec; the verify command and expected output never enter the success co by mcp-registry ✓ · mcp · 36 tools · installable MCP Servers Oxylabs A Model Context Protocol (MCP) server that enables AI assistants like Claude to seamlessly by docker ✓ · mcp · 4 tools · installable DevOpsMCP Servers PageIndex MCP Reasoning-based RAG system for chatting with long PDFs. Supports local and online files. by mcp-registry ✓ · mcp · 9 tools · installable MCP Servers Paper Search MCP, CLI, Skills for searching and downloading academic papers from multiple sources like by docker ✓ · mcp · 57 tools · installable SearchMCP Servers Parse-DMARC MCP Server Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a single all-i by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Perplexity Connector for Perplexity API, to enable real-time, web-wide research. by docker ✓ · mcp · 3 tools · installable DevOpsMCP Servers Pg Aiguide Comprehensive PostgreSQL documentation and best practices, including ecosystem tools by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Pinecone Assistant Pinecone Assistant MCP server. by docker ✓ · mcp · 1 tools · installable DatabasesMCP Servers Playwright Playwright MCP server. by docker ✓ · mcp · 23 tools · installable DevOpsMCP Servers Playwright Playwright Tools for MCP by mcp-registry ✓ · mcp · 25 tools · installable MCP Servers Plugged.in Proxy A unified MCP proxy that aggregates multiple MCP servers into one interface, enabling seam by docker ✓ · mcp · 6 tools · installable Project ManagementMCP Servers Plur Open, local-first engram memory for AI agents: read, correct, delete; shared over MCP. by mcp-registry ✓ · mcp · 14 tools · installable MCP Servers PomoDash Connect your AI assistant to PomoDash for seamless task and project management. by docker ✓ · mcp · 14 tools · installable Project ManagementMCP Servers Postgres Enterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web U by mcp-registry ✓ · mcp · 7 tools · installable MCP Servers Postman Postman's MCP server connects AI agents, assistants, and chatbots directly to your APIs on by docker ✓ · mcp · 42 tools · installable DevOpsMCP Servers Postman MCP Server Give your AI agents trusted access to the full Postman platform. by mcp-registry ✓ · mcp · 42 tools · installable MCP Servers Pref Editor Pref Editor is a tool for viewing and editing Android app preferences during development. by docker ✓ · mcp · 7 tools · installable DevOpsMCP Servers Private Web Search Community-maintained server for DuckDuckGo search. Not published by or affiliated with Duc by docker ✓ · mcp · 2 tools · installable DevOpsMCP Servers Program Integrity Alliance An MCP server to help make U.S. Government open datasets AI-friendly. by docker ✓ · mcp · 2 tools · installable AI & LLMMCP Servers Projectmem Coding agent memory — one local MCP server for every project. Warns before repeating faile by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Prometheus A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Prom by docker ✓ · mcp · 6 tools · installable Monitoring & UptimeMCP Servers Prometheus MCP Server MCP server providing Prometheus metrics access and PromQL query execution for AI assistant by mcp-registry ✓ · mcp · 6 tools · installable MCP Servers Proxmox VE Manage Proxmox VE infrastructure including virtual machines, containers, storage, networki by docker ✓ · mcp · 286 tools · installable DevOpsMCP Servers ProxmoxMCP-Plus Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Puppeteer (Archived) Browser automation and web scraping using Puppeteer. by docker ✓ · mcp · 7 tools · installable DevOpsMCP Servers Python Interpreter A Python-based execution tool that mimics a Jupyter notebook environment. It accepts code by docker ✓ · mcp · 1 tools · installable Project ManagementMCP Servers Python Refactoring Assistant Educational Python refactoring assistant that provides guided suggestions for AI assistant by docker ✓ · mcp · 9 tools · installable DevelopmentMCP Servers Qaskills Search, inspect, and install 400+ QA testing skills from qaskills.sh into any MCP client. by mcp-registry ✓ · mcp · 6 tools · installable MCP Servers QuantConnect The QuantConnect MCP Server is a bridge for AIs (such as Claude and OpenAI o3 Pro) to inte by docker ✓ · mcp · 64 tools · installable Finance & AccountingMCP Servers RISKEN RISKEN's official MCP Server. by docker ✓ · mcp · 4 tools · installable DevOpsMCP Servers Ramparts Security Scanner A comprehensive security scanner for MCP servers with YARA rules and static analysis capab by docker ✓ · mcp · 2 tools · installable SecurityMCP Servers Razorpay Razorpay's Official MCP Server. by docker ✓ · mcp · 45 tools · installable DevOpsMCP Servers Reddit This server provides AI agents with tools to fetch, post and search on Reddit. by docker ✓ · mcp · 6 tools · installable Chat & MessagingMCP Servers Reddit Mcp Buddy Reddit browser for AI assistants. Browse without API keys; add credentials for search and by mcp-registry ✓ · mcp · 5 tools · installable MCP Servers Reddit Research Turn Reddit's chaos into structured insights with full citations - MCP server for Reddit r by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Redis Access to Redis database operations. by docker ✓ · mcp · 53 tools · installable DatabasesMCP Servers Redis Cloud MCP Server for Redis Cloud's API, allowing you to manage your Redis Cloud resources using by docker ✓ · mcp · 18 tools · installable DatabasesMCP Servers Ref - Up-To-Date Docs Ref powerful search tool connets your coding tools with documentation context. It includes by docker ✓ · mcp · 2 tools · installable DevOpsMCP Servers Render Interact with your Render resources via LLMs. by docker ✓ · mcp · 24 tools · installable DevOpsMCP Servers Repomix Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read by mcp-registry ✓ · mcp · 6 tools · installable MCP Servers Repowise Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code hea by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Resend The official MCP server to send emails and interact with Resend. by docker ✓ · mcp · 1 tools · installable Chat & MessagingMCP Servers Reversecore MCP Security-first MCP server for reverse engineering, malware analysis, forensics, and SAST. by mcp-registry ✓ · mcp · 114 tools · installable MCP Servers Rust Filesystem The Rust MCP Filesystem is a high-performance, asynchronous, and lightweight Model Context by docker ✓ · mcp · 24 tools · installable Project ManagementMCP Servers SQLite (Archived) Database interaction and business intelligence capabilities. by docker ✓ · mcp · 6 tools · installable DatabasesMCP Servers SSH — policy-gated remote access Policy-gated, audited SSH for Linux and Windows hosts: roles, approvals, and an audit log. by mcp-registry ✓ · mcp · 14 tools · installable MCP Servers SandBase Harness Stdio MCP bridge for SandBase Harness agents, sessions, turns, artifacts, and cancellation by mcp-registry ✓ · mcp · 6 tools · installable MCP Servers Sap Docs Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with BM25 full-te by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Sceneview 3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation. by mcp-registry ✓ · mcp · 13 tools · installable MCP Servers SchemaCrawler AI The SchemaCrawler AI MCP Server enables natural language interaction with your database sc by docker ✓ · mcp · 8 tools · installable DatabasesMCP Servers Schogini Image Border This adds a border to an image and returns base64 encoded image. by docker ✓ · mcp · 3 tools · installable Project ManagementMCP Servers ScrapeGraph ScapeGraph MCP Server. by docker ✓ · mcp · 8 tools · installable DevOpsMCP Servers Scrapezy A Model Context Protocol server for Scrapezy that enables AI models to extract structured by docker ✓ · mcp · 1 tools · installable DevOpsMCP Servers SearXNG Search MCP server for SearXNG — privacy-respecting web search with pagination, URL reading by mcp-registry ✓ · mcp · 4 tools · installable MCP Servers Sec Edgar SEC EDGAR MCP server that provides access to the US public filings through the US SEC EDGA by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Securenote.link SecureNote.link MCP Server - allowing AI agents to securely share sensitive information th by docker ✓ · mcp · 3 tools · installable Chat & MessagingMCP Servers SeleniumBase MCP Stealthy browser automation, testing, and web-scraping via CDP Mode. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Sem Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI by mcp-registry ✓ · mcp · 8 tools · installable MCP Servers Semiotic Verified React chart generation: select, validate, repair, render, and inspect charts thro by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Sentry (Archived) A Model Context Protocol server for retrieving and analyzing issues from Sentry.io. This s by docker ✓ · mcp · 1 tools · installable DevOpsMCP Servers Sequa.AI Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your ent by docker ✓ · mcp · 1 tools · installable DevOpsMCP Servers Sequential Thinking (Reference) Dynamic and reflective problem-solving through thought sequences. by docker ✓ · mcp · 1 tools · installable AI & LLMMCP Servers Server Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrone by mcp-registry ✓ · mcp · 19 tools · installable MCP Servers Shodan MCP server for Shodan — host/network recon, CVE and exploit lookup, InternetDB, and persis by docker ✓ · mcp · 5 tools · installable DevOpsMCP Servers SimpleCheckList Advanced SimpleCheckList with MCP server and SQLite database for comprehensive task manage by docker ✓ · mcp · 20 tools · installable Project ManagementMCP Servers Singlestore MCP server for interacting with SingleStore Management API and services. by docker ✓ · mcp · 28 tools · installable DatabasesMCP Servers Skylos Dead code, security, secrets detection and code quality for Python, TypeScript, Go. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Slack (Archived) Interact with Slack Workspaces over the Slack API. by docker ✓ · mcp · 8 tools · installable Chat & MessagingMCP Servers SmartBear MCP server for AI access to SmartBear tools, including BugSnag, Reflect, API Hub, PactFlow by docker ✓ · mcp · 160 tools · installable DevOpsMCP Servers Socraticode MCP server for enterprise local codebase indexing, semantic search, and code dependency gr by mcp-registry ✓ · mcp · 26 tools · installable MCP Servers SonarQube Interact with SonarQube Cloud, Server and Community build over the web API. Analyze code t by docker ✓ · mcp · 25 tools · installable Project ManagementMCP Servers Ssh Manager SSH server management for agents, with per-server read-only and allowlist security modes by mcp-registry ✓ · mcp · 37 tools · installable MCP Servers StackGen AI-powered DevOps assistant for managing cloud infrastructure and applications. by docker ✓ · mcp · 4 tools · installable DevOpsMCP Servers StackHawk A Model Context Protocol (MCP) server for integrating with StackHawk's security scanning p by docker ✓ · mcp · 7 tools · installable DevOpsMCP Servers StackQL MCP Server SQL-native query and provisioning engine for cloud infrastructure, served over MCP. by mcp-registry ✓ · mcp · 15 tools · installable MCP Servers Stripe Interact with Stripe services over the Stripe API. by docker ✓ · mcp · 22 tools · installable Finance & AccountingMCP Servers Supabase MCP server for interacting with the Supabase platform by mcp-registry ✓ · mcp · 29 tools · installable MCP Servers Supadata Official Supadata MCP Server - Adds powerful video & web scraping to Cursor, Claude and an by docker ✓ · mcp · 6 tools · installable SearchMCP Servers Superlocalmemory Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Suzieq MCP Server to interact with a SuzieQ network observability instance via its REST API. by docker ✓ · mcp · 2 tools · installable Monitoring & UptimeMCP Servers Svelte MCP The official Svelte MCP server providing docs and autofixing tools for Svelte development by mcp-registry ✓ · mcp · 4 tools · installable MCP Servers Task Orchestrator Model Context Protocol (MCP) server for comprehensive task and feature management, providi by docker ✓ · mcp · 42 tools · installable AI & LLMMCP Servers Tauri A Model Context Protocol server for use with Tauri v2 applications by mcp-registry ✓ · mcp · 19 tools · installable MCP Servers Tavily MCP server for advanced web search using Tavily by mcp-registry ✓ · mcp · 4 tools · installable MCP Servers Tavily The Tavily MCP server provides seamless interaction with the tavily-search and tavily-extr by docker ✓ · mcp · 5 tools · installable SearchMCP Servers Teamwork Tools for Teamwork.com products. by docker ✓ · mcp · 194 tools · installable Project ManagementMCP Servers Telemem Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-lo by mcp-registry ✓ · mcp · 8 tools · installable MCP Servers Temporal Manage Temporal workflows, schedules, namespaces, task queues, and workflow execution hist by docker ✓ · mcp · 29 tools · installable DevOpsMCP Servers TerraVision Draw cloud architecture diagrams with official AWS, Azure and GCP icons from a prompt or T by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Terraform Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform En by mcp-registry ✓ · mcp · 9 tools · installable MCP Servers Testkube The Testkube MCP Server exposes continuous testing capabilities (test orchestration, execu by docker ✓ · mcp · 28 tools · installable DevOpsMCP Servers Text-to-GraphQL Transform natural language queries into GraphQL queries using an AI agent. Provides schema by docker ✓ · mcp · 5 tools · installable DevOpsMCP Servers ThingsBoard Connect your AI workflows to the ThingsBoard IoT Platform through this MCP server. Enable by docker ✓ · mcp · 62 tools · installable Monitoring & UptimeMCP Servers Tigris Data Tigris is a globally distributed S3-compatible object storage service that provides low la by docker ✓ · mcp · 10 tools · installable DevOpsMCP Servers Time (Reference) Time and timezone conversion capabilities. by docker ✓ · mcp · 2 tools · installable DevOpsMCP Servers Tinysearch Self-hosted web research for MCP agents. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Token Optimizer Context-window optimization: caching, compression & smart file tools that cut tokens 60-90 by mcp-registry ✓ · mcp · 19 tools · installable MCP Servers Token Savior Structural codebase MCP server with persistent memory: navigate by symbol, recall across s by mcp-registry ✓ · mcp · 69 tools · installable MCP Servers Tooluniverse 2,700+ scientific tools for AI scientists: life science, research, literature, and more. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Trello MCP server for Trello boards with rate limiting, type safety, and comprehensive API integr by mcp-registry ✓ · mcp · 57 tools · installable MCP Servers Unbrowse Websites as APIs: read pages, run site tasks via learned APIs, cloud browser with saved lo by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers UniFi Protect MCP Manage UniFi Protect cameras, events, recordings, and smart detections via MCP. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Unifi An MCP server that leverages official UniFi API by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Unreal Engine A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control by docker ✓ · mcp · 23 tools · installable GamesMCP Servers Vectra AI RUX MCP Server Vectra AI MCP Server - An MCP server that connects AI assistants & agents to the Vectra AI by docker ✓ · mcp · 25 tools · installable AI & LLMMCP Servers Veritasgraph Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-grounded answ by mcp-registry ✓ · mcp · 5 tools · installable MCP Servers Vestige Local-first memory for AI agents that reaches backward to find a failure's root cause. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Vexor A semantic search engine for files and code. by mcp-registry ✓ · mcp · 2 tools · installable MCP Servers VeyraX VeyraX MCP is the only connection you need to access all your tools in any MCP-compatible by docker ✓ · mcp · 3 tools · installable DevOpsMCP Servers VictoriaLogs Provides access to your VictoriaLogs instance and seamless integration with VictoriaLogs A by docker ✓ · mcp · 11 tools · installable Monitoring & UptimeMCP Servers VictoriaMetrics Provides access to your VictoriaMetrics instance and seamless integration with VictoriaMet by docker ✓ · mcp · 20 tools · installable Monitoring & UptimeMCP Servers VictoriaTraces Provides access to your VictoriaTraces instance and seamless integration with VictoriaTrac by docker ✓ · mcp · 6 tools · installable Monitoring & UptimeMCP Servers Victoriametrics MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and document by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Victoriametrics MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and document by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers Vizro provides tools and templates to create a functioning Vizro chart or dashboard step by step by docker ✓ · mcp · 6 tools · installable AnalyticsMCP Servers Vuln NIST This MCP server exposes tools to query the NVD/CVE REST API and return formatted text resu by docker ✓ · mcp · 6 tools · installable SearchMCP Servers Webcomponents React MCP server for UI5 Web Components for React - Developer documentation and API assistance by mcp-registry ✓ · mcp · 5 tools · installable MCP Servers Webflow Model Context Protocol (MCP) server for the Webflow Data API. by docker ✓ · mcp · 21 tools · installable DevOpsMCP Servers Wikipedia A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide by docker ✓ · mcp · 22 tools · installable DevOpsMCP Servers Wireshark Professional network analysis with tshark. Security audits, deep-dives, and threat detecti by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers WiseVision ROS2 Python server implementing Model Context Protocol (MCP) for ROS2. by docker ✓ · mcp · 14 tools · installable DevOpsMCP Servers WolframAlpha Connect your chat repl to wolfram alpha computational intelligence. by docker ✓ · mcp · 1 tools · installable DevOpsMCP Servers Yahoo Finance Access Yahoo Finance stock data, news, screeners, options, financials, and charts through by mcp-registry ✓ · mcp · 15 tools · installable MCP Servers YouTube Transcripts Retrieves transcripts for given YouTube video URLs. by docker ✓ · mcp · 4 tools · installable SearchMCP Servers Zen Bridges multiple AI models and CLIs, enabling orchestrated workflows across Claude Code, G by docker ✓ · mcp · 18 tools · installable DevOpsMCP Servers Zerodha Kite Connect MCP server for Zerodha Kite Connect API - India's leading stock broker trading platform. E by docker ✓ · mcp · 15 tools · installable Finance & AccountingMCP Servers Zotero MCP Search, read, annotate, and add to your Zotero research library, local or web. by mcp-registry ✓ · mcp · 41 tools · installable MCP Servers Zscaler Manage the Zscaler Zero Trust Exchange platform via 300+ tools across ZPA (private access) by docker ✓ · mcp · 300 tools · installable SecurityMCP Servers anymd Any file → clean Markdown for AI agents: PDF, Office, EPUB, HTML, images, audio/video. Loc by mcp-registry ✓ · mcp · 4 tools · installable MCP Servers ast-grep ast-grep is a fast and polyglot tool for code structural search, lint, rewriting at large by docker ✓ · mcp · 1 tools · installable DevelopmentMCP Servers geo-score Free 0-100 score: can AI engines cite a site? Plus citation checks with your own API keys. by mcp-registry ✓ · mcp · 7 tools · installable MCP Servers gflow-cli Drive Google Flow from an agent: Veo video and Imagen image generation by mcp-registry ✓ · mcp · 18 tools · installable MCP Servers glif.app Glif's hosted MCP server, plugin and skills for creating images, video and audio. Works wi by docker ✓ · mcp · 10 tools · installable DevOpsMCP Servers kordoc Parse Korean documents (HWP, HWPX, PDF, XLSX, DOCX, PPTX) to Markdown; fill forms, diff, r by mcp-registry ✓ · mcp · 17 tools · installable MCP Servers llmtrim MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token co by mcp-registry ✓ · mcp · 3 tools · installable MCP Servers mcptoon MCP tools + agent skills in one zero-dependency CLI: 71,929 -> 581 tokens (-99.2%, measure by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers melta UI AI-Ready design system MCP: melta UI tokens, component contracts, 107 rules, check_html se by mcp-registry ✓ · mcp · 6 tools · installable MCP Servers n8n Bridges n8n's workflow automation platform with AI models, providing access to 543 n8n nod by docker ✓ · mcp · 42 tools · installable Project ManagementMCP Servers no_human File a task with your local no_human and check on it: task_add and task_status over stdio. by mcp-registry ✓ · mcp · 0 tools · installable MCP Servers node9 Access control for AI agents and MCP servers: allow, hold for approval, or block each tool by mcp-registry ✓ · mcp · 18 tools · installable MCP Servers pyscn Python code analysis for AI agents: complexity, dead code, clones, coupling, and a health by mcp-registry ✓ · mcp · 8 tools · installable MCP Servers reMarkable MCP Server Read, render, search, and manage reMarkable documents through MCP by mcp-registry ✓ · mcp · 14 tools · installable MCP Servers rustunnel Give AI agents public HTTPS/TCP/UDP URLs for any localhost service. Open source, self-host by mcp-registry ✓ · mcp · 6 tools · installable MCP Servers shaft-mcp SHAFT browser automation, capture, and offline deterministic failure diagnosis by mcp-registry ✓ · mcp · 122 tools · installable MCP Servers showtime Local video studio for your coding agent: scenes, voice, music and captions, on your machi by mcp-registry ✓ · mcp · 10 tools · installable MCP Servers yutu The AI-powered toolkit that grows your YouTube channel on autopilot by mcp-registry ✓ · mcp · 74 tools · installable MCP Servers