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Showing all 273 servers
by MindsDB
Connect AI to 200+ data sources through MindsDB. Query databases, APIs, and SaaS platforms with natural language.
pip install mindsdbby Anthropic
Secure file operations with configurable access controls. Read, write, search, and manage files and directories with sandboxed permissions.
npx -y @modelcontextprotocol/server-filesystemby Anthropic
Knowledge graph-based persistent memory system. Enables Claude to remember information across conversations using entities and relations.
npx -y @modelcontextprotocol/server-memoryby Anthropic
Tools to read, search, and manipulate Git repositories. Browse commits, diffs, branches, and file history through natural language.
npx -y @modelcontextprotocol/server-gitby Anthropic
Web content fetching and conversion for efficient LLM usage. Fetches URLs and converts HTML to clean markdown for AI consumption.
npx -y @modelcontextprotocol/server-fetchby Anthropic
Dynamic and reflective problem-solving through thought sequences. Helps AI models break down complex problems step by step.
npx -y @modelcontextprotocol/server-sequential-thinkingby Anthropic
Time and timezone conversion capabilities. Get current time in any timezone, convert between timezones, and calculate time differences.
npx -y @modelcontextprotocol/server-timeby Anthropic
Reference test server that exercises all MCP protocol features. Includes prompts, resources, tools, and sampling for testing clients.
npx -y @modelcontextprotocol/server-everythingby Anthropic
Load and extract text from PDF files with chunked pagination and interactive viewer. Process documents for AI analysis.
npx -y @modelcontextprotocol/server-pdfby Anthropic
Interact with GitHub repositories, issues, pull requests, and actions. Full read/write access for managing code and project workflows.
npx -y @modelcontextprotocol/server-githubby Anthropic
GitLab API integration for repository management, merge requests, issues, and CI/CD pipelines through natural language.
npx -y @modelcontextprotocol/server-gitlabby Anthropic
Query and manage PostgreSQL databases. Read schemas, run queries, and analyze data through natural language with read-only safety.
npx -y @modelcontextprotocol/server-postgresby Anthropic
Interact with SQLite databases. Run queries, create tables, manage schemas, and analyze local database files.
npx -y @modelcontextprotocol/server-sqliteby Anthropic
Send messages, read channels, manage threads, and search conversations across your Slack workspace.
npx -y @modelcontextprotocol/server-slackby Anthropic
Search, read, and manage files in Google Drive. Access documents, spreadsheets, and shared drives through AI.
npx -y @modelcontextprotocol/server-google-driveby Anthropic
Access Google Maps data including geocoding, directions, places search, and distance calculations.
npx -y @modelcontextprotocol/server-google-mapsby Anthropic
Web and local search using the Brave Search API. Get search results with snippets, URLs, and structured data.
npx -y @modelcontextprotocol/server-brave-searchby Anthropic
Control a headless browser to navigate pages, take screenshots, fill forms, and extract content from any website.
npx -y @modelcontextprotocol/server-puppeteerby Anthropic
Retrieve and analyze error reports from Sentry. Search issues, view stack traces, and monitor application health.
npx -y @modelcontextprotocol/server-sentryby Anthropic
Interact with Redis databases. Get, set, and manage keys, run commands, and work with data structures.
npx -y @modelcontextprotocol/server-redisby Pipedream
Connect to 2,400+ APIs through Pipedream workflows. Trigger automations, process webhooks, and chain API calls.
npx -y @pipedream/mcpby Microsoft
Official Playwright MCP server for browser automation. Navigate, click, fill forms, take screenshots, and run end-to-end tests.
npx -y @playwright/mcpby Upstash
Fetch up-to-date documentation for any library or framework. Get accurate API references and code examples on demand.
npx -y @upstash/context7-mcpby ahujasid
Control Blender 3D through AI. Create meshes, set up materials, animate objects, and render scenes with natural language.
pip install blender-mcpby GLips
Extract design data from Figma files. Read components, styles, layouts, and design tokens for AI-powered design-to-code workflows.
npx -y figma-developer-mcpby browsermcp
Local browser control that lets AI see and interact with your active Chrome tab. Click, type, scroll, and read page content in real time.
npx -y @nicepkg/browsermcpby Google
Deploy applications to Google Cloud Run. List services, manage projects, and ship containers to Google's serverless platform.
npx -y @anthropic/cloud-run-mcpby LaurieWired
Reverse engineering with Ghidra through AI. Analyze binaries, decompile functions, and explore program structures.
pip install ghidramcpby 21st-dev
Generate UI components with 21st.dev Magic. Create React components, landing pages, and design systems from text descriptions.
npx -y @21st-dev/magic-mcpby AWS
AWS MCP servers for core service integration. Manage S3, Lambda, DynamoDB, CloudFormation, and more AWS services.
npx -y @awslabs/mcp-server-awsby julien040
Query any data source with SQL. Turn APIs, files, databases, and SaaS tools into virtual SQL tables you can join and filter.
brew install julien040/anyquery/anyqueryby Notion
Official Notion MCP server. Search pages, read content, create and update databases, manage blocks and comments.
npx -y @notionhq/notion-mcp-serverby Microsoft
Official Azure MCP server. Manage Azure resources, deploy services, query Resource Graph, and interact with the Azure ecosystem.
npx -y @azure/mcpby qdrant
Official Qdrant MCP server for semantic memory and vector search. Store and retrieve memories using embeddings in the Qdrant vector database.
npx -y @smithery/cli install mcp-server-qdrant --client claudeby Cloudflare
Manage Cloudflare Workers, KV, R2 storage, D1 databases, and DNS. Deploy and configure edge infrastructure.
npx -y @cloudflare/mcp-server-cloudflareby Shopify
Official Shopify developer tools for building storefronts and apps. Access Liquid docs, Storefront API, and theme development resources.
npx -y @shopify/dev-mcpby anaisbetts
Install and manage other MCP servers. A meta-tool that bootstraps MCP server setup directly from AI conversations.
npx -y @anthropic/mcp-installerby Xero
Access Xero accounting features. Manage contacts, create invoices, handle chart of accounts, and reconcile transactions.
npx -y xero-mcp-serverby WebDriverIO
WebDriverIO-powered browser and mobile automation. Control web browsers, iOS/Android apps, and handle touch gestures through AI.
npx -y @anthropic/webdriverio-mcpby Stripe
Interact with the Stripe API. Manage payments, customers, subscriptions, invoices, and financial data.
npx -y @stripe/mcpby Vercel
Manage Vercel deployments, projects, and domains. Deploy, inspect logs, configure environment variables, and manage teams.
npx -y @vercel/mcpby co-browser
AI-driven browser automation using the browser-use library. Handles multi-step web tasks like form filling, navigation, and data extraction.
pip install browser-use-mcp-serverby Elastic
Official Elastic MCP server for Elasticsearch. Search indices, run queries in Query DSL or ES|QL, inspect mappings, and explore cluster health from your AI assistant.
npx -y @elastic/mcp-server-elasticsearchby Supabase
Interact with Supabase projects. Manage databases, auth, storage, edge functions, and real-time subscriptions.
npx -y @supabase/mcp-server-supabaseby Mendable
Web scraping, crawling, and search powered by Firecrawl. Extract clean content from any website with JavaScript rendering.
npx -y firecrawl-mcpby HashiCorp
HashiCorp Terraform integration. Plan, apply, and manage infrastructure as code with AI-driven workflows.
npx -y terraform-mcp-serverby executeautomation
Playwright-based browser automation with screenshot capture, page navigation, and element interaction for AI-driven testing workflows.
npx -y @executeautomation/playwright-mcp-serverby Browserbase
Cloud browser automation powered by Browserbase. Run headless browsers at scale with session recording and debugging.
npx -y @browserbasehq/mcp-server-browserbaseby LangChain
Bridge between LangChain and MCP. Use MCP tools as LangChain tools and integrate with LangGraph agents.
pip install langchain-mcp-adaptersby MarkusPfundstein
Google Workspace integration for Gmail, Calendar, Drive, and Contacts. Read emails, manage events, and search files.
npx -y mcp-gsuiteby Redis
Official Redis MCP server. Natural language interface for agentic applications to manage keys, run commands, query vector indexes, and search data in Redis efficiently.
uvx --from redis-mcp redis-mcpby Linear
Manage Linear issues, projects, and cycles. Create issues, update status, search, and track project progress.
npx -y mcp-remote https://mcp.linear.app/sseby Sentry
Official Sentry MCP server. Search issues, view error details, manage releases, and monitor application performance.
npx -y @sentry/mcp-serverby Snowflake
Query and manage Snowflake data warehouses. Run SQL, inspect schemas, and analyze data across your Snowflake environment.
npx -y @anthropic/snowflake-mcpby allenporter
Control smart home devices through Home Assistant. Toggle lights, adjust thermostats, check sensors, and automate your home.
pip install mcp-server-home-assistantby Flux159
Interact with Kubernetes clusters via kubectl. Manage pods, deployments, services, and namespaces through AI.
npx -y mcp-server-kubernetesby kimtaeyoon83
Extract transcripts and captions from YouTube videos. Get timestamped text from any public video for analysis or summarization.
npx -y mcp-server-youtube-transcriptby MongoDB
Official MongoDB MCP server. Query collections, manage databases, inspect schemas, and run aggregation pipelines.
npx -y mongodb-mcp-serverby Neon
Manage Neon serverless Postgres. Create branches, run queries, manage databases, and control autoscaling.
npx -y @neondatabase/mcp-server-neonby Tavily
AI-powered web search with Tavily. Get search results optimized for LLMs with clean, relevant content extraction.
npx -y tavily-mcpby CheMiguel23
Graph-based knowledge management for AI agents. Build structured memory with entities, relations, and temporal context.
npx -y memory-meshby ckreiling
Manage Docker containers, images, volumes, and networks. Build, run, and inspect containers through AI.
npx -y docker-mcpby nichochar
Connect to Chrome DevTools for debugging, profiling, and inspecting web applications. Access console, network, and DOM.
npx -y chrome-devtools-mcpby Pulumi
Pulumi infrastructure automation server. Create, update, and manage cloud infrastructure using real programming languages.
npx -y @pulumi/mcp-serverby smithery-ai
Read, search, and manage notes in an Obsidian vault. Access your knowledge base, create notes, and search content.
npx -y obsidian-mcpby E2B
Run code in secure E2B cloud sandboxes. Execute Python, JavaScript, and other languages in isolated environments.
npx -y e2b-mcp-serverby ClickHouse
Query and manage ClickHouse analytical databases. Run SQL, inspect table schemas, and explore columnar data at scale.
pip install mcp-clickhouseby Alchemy
Interact with blockchain data through Alchemy. Query balances, transactions, NFTs, and smart contracts across multiple chains.
npx -y alchemy-mcp-serverby anaisbetts
Search YouTube videos, get video metadata, and extract transcripts. Browse channels and playlists through AI.
npx -y mcp-youtubeby Railway
Official Railway MCP server. Deploy services, manage databases, configure environment variables, and monitor deployments.
npx -y @railway/mcp-serverby Apify
Run Apify Actors for web scraping, data extraction, and automation. Access 3,000+ ready-made scraping tools.
npx -y @apify/actors-mcp-serverby Tiberriver256
Manage Azure DevOps projects, repos, work items, and pipelines. Full integration with Azure Boards and Repos.
npx -y mcp-server-azure-devopsby Confluent
Interact with Confluent Kafka and Confluent Cloud. Manage topics, produce messages, and query streaming data.
pip install mcp-confluentby MarkusPfundstein
Alternative Obsidian vault integration with advanced search, backlink traversal, and template-based note creation.
npx -y mcp-obsidianby OctagonAI
Deep research powered by Octagon AI. Analyze SEC filings, financial data, market trends, and company information.
npx -y octagon-mcp-serverby adhikasp
Ingest entire Git repositories for AI context. Clone, parse, and feed repo contents into AI conversations efficiently.
pip install mcp-git-ingestby nicepkg
Jira and Confluence integration. Manage issues, search, create pages, and navigate your Atlassian workspace.
npx -y atlassian-mcp-serverby nspady
Manage Google Calendar events. Create, update, delete events, check availability, and schedule meetings.
npx -y google-calendar-mcpby Grafana
Interact with Grafana for dashboards, alerting, and data visualization. Query Prometheus, Loki, and other data sources.
npx -y mcp-server-grafanaby ShenghaiWang
Build, test, and manage Xcode projects through AI. Run xcodebuild commands, inspect schemes, and debug iOS/macOS apps.
npx -y xcodebuild-mcpby Coding-Solo
Control the Godot game engine through AI. Create scenes, add nodes, write GDScript, and manage game projects.
npx -y godot-mcpby nicepkg
Access Perplexity AI for research queries. Get cited answers with source references for any topic.
npx -y perplexity-mcpby aashari
Full Jira integration for managing issues, sprints, boards, and project workflows through natural language commands.
npx -y mcp-server-atlassian-jiraby ac3xx
Kagi search engine integration. Get high-quality, ad-free search results and web page summaries for AI research.
npx -y mcp-servers-kagiby AntV
Generate charts and data visualizations from datasets. Create bar, line, pie, scatter plots and export as images or SVG.
npx -y mcp-server-chartby Heroku
Heroku Platform MCP server. Manage apps, dynos, add-ons, config vars, and deploy from Git with natural language.
npx -y @heroku/mcp-serverby Turso
Interact with Turso/libSQL databases. Run queries, manage schemas, and work with edge-replicated SQLite databases.
npx -y @tursodatabase/mcp-server-tursoby nicepkg
Access OpenAI APIs through MCP. Use GPT models, DALL-E, Whisper, and embeddings in your AI workflows.
npx -y mcp-openaiby codefuturist
Full IMAP/SMTP email client with 42 tools. Read, send, search, label, and manage email across any mail provider.
npx -y email-mcpby ReAPI
Convert any OpenAPI spec into MCP tools automatically. Turn REST APIs into AI-callable functions with zero code.
npx -y mcp-openapiby IvanMurzak
Interact with Unity game engine projects. Create GameObjects, modify scenes, write C# scripts, and control the editor.
npx -y unity-mcpby Kapeli
Search Dash documentation browser. Look up API docs for 200+ languages and frameworks from your local Dash docsets.
npx -y dash-mcp-serverby nicepkg
Post tweets, search Twitter/X, manage timelines, and interact with the Twitter API for social media automation.
npx -y twitter-mcpby alexei-led
Advanced Kubernetes cluster management with pod exec, log streaming, resource creation, and multi-cluster support.
pip install k8s-mcp-serverby FradSer
Manage Apple Reminders on macOS. Create, complete, and organize reminders across lists using native macOS integration.
npx -y mcp-server-apple-remindersby Rai220
Structured thinking and reasoning server. Helps AI break down complex problems using chain-of-thought and reflection patterns.
npx -y think-mcpby BrowserStack
BrowserStack cross-browser testing integration. Run tests on real devices, check screenshots, and manage test sessions.
npx -y @browserstack/mcp-serverby nicepkg
Salesforce CRM integration. Query objects, manage records, run SOQL, and interact with the Salesforce platform.
npx -y salesforce-mcpby nicepkg
Read and write Google Sheets. Create spreadsheets, update cells, format data, and run spreadsheet operations.
npx -y google-sheets-mcpby HumanSignal
Interact with Label Studio for data annotation. Manage projects, create tasks, export annotations, and review labeled data.
pip install label-studio-mcp-serverby Xuanwo
Unified storage access through Apache OpenDAL. Read and write to S3, GCS, Azure Blob, HDFS, and 40+ storage services.
npx -y mcp-server-opendalby OpenDataMCP
Access government open data portals. Query public datasets, statistics, and civic data from multiple countries.
pip install opendatamcpby HubSpot
MCP server for HubSpot. Manage contacts, deals, companies, and build CRM-powered workflows.
npx -y @hubspot/mcp-serverby nicepkg
Retrieval-Augmented Generation server. Index documents, perform semantic search, and build RAG pipelines.
npx -y rag-mcp-serverby benborla
Connect to MySQL databases. Run queries, inspect schemas, manage tables, and analyze data with natural language.
npx -y @benborla29/mcp-server-mysqlby nicepkg
Access Postman collections and APIs. Run requests, test endpoints, and manage API workspaces.
npx -y postman-mcp-serverby nicepkg
Search models, datasets, and spaces on Hugging Face. Download models, run inference, and explore the ML ecosystem.
npx -y huggingface-mcpby Semgrep
Static analysis security scanning with Semgrep. Find vulnerabilities, enforce code patterns, and audit codebases.
npx -y semgrep-mcpby nicepkg
Manage Discord servers and channels. Send messages, manage roles, read history, and automate server moderation.
npx -y discord-mcpby Tencent
Deploy static sites and pages to Tencent EdgeOne CDN. Quick deployments with global edge distribution.
npx -y edgeone-pages-mcpby LucasHild
Query Google BigQuery data warehouses. Run SQL, explore datasets, and analyze petabyte-scale data through AI.
npx -y mcp-server-bigqueryby aashari
Search and manage Confluence pages and spaces. Read content, create pages, and navigate your team's knowledge base.
npx -y mcp-server-atlassian-confluenceby PiAPI
Generate images, video, audio, and 3D models through PiAPI. Access Midjourney, Flux, Kling, and other creative AI models.
npx -y piapi-mcp-serverby QuantConnect
Access QuantConnect algorithmic trading platform. Manage strategies, backtest algorithms, and analyze market data.
pip install quantconnect-mcp-serverby recursechat
Run Apple Shortcuts from AI. Trigger any shortcut on your Mac, enabling deep system automation through natural language.
npx -y mcp-server-apple-shortcutsby SecretiveShell
Privacy-respecting metasearch via SearXNG. Search the web across multiple engines without tracking or profiling.
pip install mcp-searxngby BurtTheCoder
Search Shodan for internet-connected devices and services. Scan IPs, discover open ports, and assess network exposure.
npx -y mcp-shodanby MladenSU
Execute shell commands and manage system processes securely. Run CLI tools, pipe commands, and interact with the terminal.
pip install cli-mcp-serverby ambar
Control iOS Simulator on macOS. Launch simulators, install apps, take screenshots, and manage simulated devices.
npx -y simctl-mcpby AbdelStark
Query Bitcoin blockchain data. Check balances, inspect transactions, browse blocks, and interact with the Bitcoin network.
pip install bitcoin-mcpby burningion
Edit videos through AI commands. Cut, trim, concatenate clips, add text overlays, and process video files.
pip install video-editing-mcpby abhiz123
Manage Todoist tasks and projects. Create, update, complete, and organize tasks with labels, priorities, and due dates.
npx -y todoist-mcp-serverby Mapbox
Mapbox MCP server for geospatial operations. Search places, calculate routes, geocode addresses, and render maps.
npx -y @mapbox/mcp-serverby nicepkg
AWS S3 operations for managing buckets and objects. Upload, download, list, copy, and organize files in cloud storage.
npx -y mcp-server-s3by nicepkg
Control Spotify playback and browse music. Search tracks, manage playlists, control playback, and get recommendations.
npx -y spotify-mcpby Aiven
Manage Aiven cloud data services including Kafka, PostgreSQL, Redis, and OpenSearch from a single MCP interface.
pip install mcp-aivenby CircleCI
Interact with CircleCI pipelines, jobs, and workflows. Trigger builds, check status, and debug CI failures.
npx -y mcp-server-circleciby MikeRecognex
Index and search large codebases with semantic understanding. Find relevant code across repos using natural language queries.
npx -y mcp-codebase-indexby LinkedAPI
Interact with LinkedIn profiles and connections. Search people, view profiles, and manage professional networking data.
npx -y linkedapi-mcpby Badhansen
Community Notion integration with rich block editing, database queries, and advanced page management features.
npx -y notion-mcpby BurtTheCoder
Scan files, URLs, and domains with VirusTotal. Check for malware, analyze threat intelligence, and verify file safety.
npx -y mcp-virustotalby AiAgentKarl
Interact with the Solana blockchain. Check balances, send transactions, query programs, and explore on-chain data.
npx -y solana-mcp-serverby Pydantic
Retrieve and analyze OpenTelemetry traces from Pydantic Logfire. Track exceptions, run SQL queries on telemetry data.
pip install logfire-mcpby PostHog
Official PostHog MCP server. Query product analytics, manage feature flags, inspect session recordings, and run SQL against your PostHog data warehouse through AI assistants.
npx -y @posthog/mcp-serverby winor30
Interact with Datadog API for monitoring. Query metrics, manage dashboards, view incidents, and analyze logs.
npx -y @winor30/mcp-server-datadogby nicepkg
Scan dependencies for vulnerabilities with Snyk. Check for known CVEs, license issues, and security risks.
npx -y snyk-mcp-serverby nicepkg
Interact with Airtable bases. Read records, create entries, update fields, and manage your data tables.
npx -y airtable-mcpby MindscapeHQ
Access Raygun error tracking and crash reporting. Search errors, inspect stack traces, and monitor application health.
npx -y mcp-server-raygunby YCloud
Send and receive WhatsApp messages through YCloud. Manage conversations, send templates, and handle media messages.
npx -y ycloud-whatsapp-mcp-serverby SecretiveShell
Query Wolfram Alpha for computational knowledge. Solve math, convert units, look up scientific data, and get factual answers.
pip install mcp-wolfram-alphaby PSU3D0
Read and manipulate Excel and CSV files locally. Parse spreadsheets, extract data, and transform tabular content.
pip install spreadsheet-mcpby TopazLabs
AI-powered image enhancement with Topaz Labs. Upscale, denoise, sharpen, and enhance photos using Topaz AI models.
npx -y topaz-mcpby AbdelStark
Interact with the Nostr decentralized social protocol. Publish notes, read feeds, and manage relay connections.
pip install nostr-mcpby nicepkg
Send transactional emails through Resend. Compose, send, and manage email delivery with templates and analytics.
npx -y resend-mcpby BurtTheCoder
OSINT username search across 500+ websites with Maigret. Find social media profiles and digital footprints from a username.
npx -y mcp-maigretby Shortcut
Shortcut (formerly Clubhouse) project management. Create stories, manage iterations, search, and track work.
npx -y @shortcut/mcpby nicepkg
Run ESLint analysis on code. Detect issues, apply fixes, and enforce coding standards through AI-powered linting.
npx -y eslint-mcpby nicepkg
Access HashiCorp Vault secrets. Read, write, and manage secrets, encryption keys, and dynamic credentials.
npx -y hashicorp-vault-mcpby Couchbase
Interact with Couchbase databases. Run N1QL queries, manage buckets, and work with document-oriented data.
npx -y mcp-server-couchbaseby aashari
Manage Bitbucket repositories, pull requests, and pipelines. Review code, merge PRs, and interact with Bitbucket Cloud.
npx -y mcp-server-atlassian-bitbucketby DappierAI
Real-time web data access through Dappier. Get news, stock prices, sports scores, and weather with AI-ready formatting.
npx -y dappier-mcpby andybrandt
Search and retrieve academic papers from arXiv. Find research papers, read abstracts, and access preprints by topic or ID.
pip install mcp-simple-arxivby arrismo
Access Kaggle datasets, competitions, and notebooks. Search datasets, download data, and explore ML competitions.
pip install kaggle-mcpby OctoMind
AI-powered end-to-end testing with Octomind. Auto-generate, run, and maintain browser tests for web applications.
npx -y octomind-mcpby LocalStack
Manage LocalStack environments for local AWS development. Control container lifecycle, deploy infrastructure, and analyze logs.
pip install localstack-mcp-serverby Xexr
Connect to libSQL databases with full read/write access. Works with local files and remote Turso-compatible databases.
npx -y mcp-libsqlby QAInsights
Run Apache JMeter load tests through AI. Create test plans, execute performance tests, and analyze results.
npx -y jmeter-mcp-serverby arpitbatra123
Manage Google Tasks lists and items. Create, update, complete, and organize tasks synced with your Google account.
npx -y mcp-googletasksby StacklokLabs
Query the OSV vulnerability database. Look up CVEs, check package vulnerabilities, and assess security risks across ecosystems.
npx -y osv-mcpby JoshuaRileyDev
Manage Apple App Store Connect. Check app status, read reviews, manage TestFlight builds, and view sales data.
npx -y app-store-connect-mcp-serverby anki-mcp
Create and manage Anki flashcard decks. Add cards, browse decks, and generate study material through AI.
npx -y anki-mcp-desktopby BurtTheCoder
Detect domain squatting and phishing with dnstwist. Find typosquatting domains, homoglyph attacks, and lookalike URLs.
npx -y mcp-dnstwistby Rootly
Manage incidents with Rootly. Create and update incidents, run workflows, and coordinate incident response through AI.
pip install rootly-mcp-serverby alexbakers
IPFS decentralized storage. Upload, pin, and retrieve files from the InterPlanetary File System.
npx -y @nicepkg/mcp-ipfsby antonio-mello-ai
Manage Proxmox Virtual Environment. Create and control VMs, containers, storage, and networking on your hypervisor.
pip install mcp-proxmoxby Dataring-engineering
Query data across multiple sources with Trino. Run distributed SQL across data lakes, warehouses, and databases.
npx -y mcp-server-trinoby IlyaGulya
Interact with Gradle build systems. Run tasks, inspect dependencies, and manage Java/Kotlin project builds.
npx -y gradle-mcp-serverby HagaiHen
Interact with Facebook pages and groups. Post content, read feeds, manage comments, and access Facebook Graph API.
npx -y facebook-mcp-serverby Salen-Project
Manage TickTick tasks and projects. Create tasks, set priorities, manage lists, and organize your productivity workflow.
npx -y ticktick-mcpby angheljf
Access New York Times articles and archives. Search news, read articles, and browse sections through the NYT API.
npx -y nyt-mcpby VictoriaMetrics
Query VictoriaMetrics time-series databases. Run PromQL/MetricsQL queries, explore metrics, and analyze monitoring data.
pip install mcp-victoriametricsby InhiblabCore
Compress and optimize images. Reduce file sizes for PNG, JPEG, and WebP while maintaining visual quality.
npx -y mcp-image-compressionby nicepkg
MinIO S3-compatible object storage. Manage buckets, upload files, and work with self-hosted storage infrastructure.
npx -y mcp-server-minioby nicepkg
Manage Raindrop.io bookmarks. Save, organize, search, and tag bookmarks across collections.
npx -y raindrop-mcpby amineelkouhen
Connect to CockroachDB distributed SQL databases. Run queries, inspect schemas, and manage globally distributed data.
pip install mcp-cockroachdbby Daghis
Manage JetBrains TeamCity builds and configurations. Trigger builds, inspect agents, and monitor CI pipelines.
npx -y teamcity-mcpby QAInsights
Run Grafana k6 load tests and performance benchmarks. Create test scripts, execute runs, and analyze metrics.
npx -y k6-mcp-serverby AdsMCP
Manage TikTok advertising campaigns. Create ads, check performance metrics, and optimize ad spend through AI.
npx -y tiktok-ads-mcp-serverby andybrandt
Search PubMed for biomedical literature. Find medical research papers, clinical studies, and health science publications.
pip install mcp-simple-pubmedby Mattbusel
Browse Reddit posts, comments, and subreddits. Search content, read threads, and monitor discussions across communities.
npx -y reddit-mcpby CodeLogic
Visualize code dependencies and impact analysis with CodeLogic. Map how code changes ripple through your application stack.
npx -y codelogic-mcp-serverby akseyh
Read, search, and manage notes in the Bear app on macOS. Access your Bear notes database through AI.
npx -y bear-mcp-serverby SecurityRonin
Create and edit Microsoft Word documents. Generate DOCX files with formatting, tables, images, and styles.
npx -y docx-mcpby MarceauSolutions
Convert Markdown files to beautifully formatted PDFs. Supports custom styles, headers, footers, and code highlighting.
npx -y md-to-pdf-mcpby Yeok-c
Compile LaTeX documents and render mathematical expressions. Generate PDFs from LaTeX source with full package support.
npx -y latex-mcp-serverby ArchAI-Labs
Pull code quality metrics from SonarQube. Check code smells, vulnerabilities, coverage, and technical debt.
pip install fastmcp-sonarqube-metricsby GreptimeTeam
Interact with GreptimeDB time-series databases. Query metrics, explore schemas, and analyze time-series data with SQL.
pip install greptimedb-mcp-serverby developersdigest
Mount agentfs (a virtualized filesystem on Neon for AI agents) as an MCP filesystem. Read/write/list/delete/stat tools.
npx -y agentfs-mcpby thinkchainai
Create custom bundles of MCP tools and connect providers with OAuth or API keys. Use one server across thousands of integrations with a UI for managing bundles and credentials.
npx -y @thinkchainai/mcpbundlesby jdubois
Wraps the Azure CLI so AI assistants can manage Azure resources through natural language. Supports most az commands for deploying, configuring, and monitoring cloud infrastructure.
npx -y @jdubois/azure-cli-mcpby nwiizo
Terraform MCP server that lets AI assistants manage infrastructure-as-code workflows. Read configurations, analyze plans, apply changes, and manage Terraform state directly.
npx -y @nwiizo/tfmcpby automateyournetwork
Cisco pyATS integration for structured, model-driven interaction with network devices. Run tests, parse device output, and automate network operations through AI.
npx -y @automateyournetwork/pyats-mcpby maxim-saplin
Sandboxed Python interpreter for safely executing code from AI agents. Based on HuggingFace Smolagents LocalPythonExecutor with restricted builtins and import controls.
npx -y @maxim-saplin/mcp-safe-local-python-executorby sonirico
Run shell commands securely from AI assistants with audit logging and environment isolation. Supports Docker-based sandboxing for safe on-demand command execution.
npx -y @sonirico/mcp-shellby tumf
Secure shell command execution server with allowlist-based access controls. Restricts which commands AI agents can run while providing structured output.
npx -y @tumf/mcp-shell-serverby areweai
Connect Telegram to Claude with local workspace access. Read, write, and manage code from your phone through a Telegram bot interface built in TypeScript.
npx -y @areweai/tsgram-mcpby sawa-zen
Interact with the VRChat API to retrieve information about friends, worlds, avatars, and more. Lets AI assistants query VRChat social data and virtual world metadata.
npx -y @sawa-zen/vrchat-mcpby teddyzxcv
Send push notifications to your phone using the ntfy service. Lets AI agents notify you when long-running tasks complete or important events occur.
npx -y @teddyzxcv/ntfy-mcpby saurabhsharma2u
Access Google Search Console and Bing Webmasters data through AI. Query search performance, inspect URLs, and monitor indexing status for your sites.
npx -y @saurabhsharma2u/search-console-mcpby alexander-zuev
Supabase MCP server with SQL query execution and database exploration tools. Browse schemas, run queries, and inspect tables in your Supabase projects.
npx -y @alexanderzuev/supabase-mcp-serverby bram2w
Baserow open-source database integration for AI assistants. Search tables, list records, and perform full CRUD operations on your Baserow databases.
npx -y @bram2w/baserowby joshuarileydev
Manage Supabase projects and organisations from AI assistants. Create new projects, configure settings, and administer your Supabase infrastructure.
npx -y @joshuarileydev/supabase-mcp-serverby planetscale
PlanetScale database access through the PlanetScale CLI's built-in MCP server. Query databases, manage branches, and deploy schema changes with AI assistance.
npx -y @planetscale/cliby OpenZeppelin
Generate secure smart contracts in multiple languages using OpenZeppelin Wizard templates. Lets AI agents scaffold audited Solidity, Cairo, and Stylus contracts.
npx -y @openzeppelin/contracts-wizard-mcpby TamarEngel
Integrates Jira and GitHub to automate end-to-end developer workflows. Handles issue tracking, branch creation, commits, pull requests, and merges from inside the IDE.
npx -y @tamarengel/jira-github-mcpby finmap-org
Historical stock market data from US, UK, Russian, and Turkish exchanges. Access sectors, tickers, company profiles, market cap, volume, and trade counts with treemap and histogram visualizations.
npx -y @finmap-org/mcp-serverby lnbits
LNbits Lightning Network wallet integration for AI agents. Send and receive Bitcoin payments, check balances, and manage invoices over the Lightning Network.
npx -y @lnbits/lnbits-mcp-serverby longportapp
Real-time stock market data and trading capabilities through LongPort OpenAPI. Provides AI access to market analysis, quotes, and order placement.
npx -y @longportapp/openapi-mcpby traceloop
Connect to any OpenTelemetry backend including Datadog, Grafana, Dynatrace, and Traceloop. Query traces, metrics, and logs from your observability stack through AI.
npx -y @traceloop/opentelemetry-mcp-serverby sonirico
Connect AI systems to the Stockfish chess engine. Analyze positions, evaluate moves, and get best-move suggestions for any chess position.
npx -y @sonirico/mcp-stockfishby apiarya
Control WeMo smart home devices via AI assistants using natural language. 100% local control with no cloud dependency. Supports dimmer brightness, device rename, HomeKit codes, and multi-phase discovery.
npx -y @apiarya/wemo-mcp-serverby chatmcp
Query and summarize your chat messages with AI prompts. Search across conversation history and generate concise summaries of past discussions.
npx -y @chatmcp/mcp-server-chatsumby harrison
Deliberative consensus engine for multi-round debate between AI models. Features structured voting, convergence detection, and persistent decision graph memory for complex reasoning tasks.
npx -y @harrison/ai-counselby jjsantos01
Connects QGIS Desktop to AI assistants through MCP. Enables prompt-assisted GIS project creation, layer loading, spatial analysis, and code execution within QGIS.
npx -y @jjsantos01/qgis-mcpby last9
Bring real-time production context into your local environment. Surface logs, metrics, and traces from Last9 to help AI assistants diagnose and auto-fix issues faster.
npx -y @last9/last9-mcp-serverby thinkchainai
Conduct AI-powered qualitative research interviews and surveys at scale. Create interviewers, manage research projects, recruit participants, and analyze interview data through MCP.
npx -y @thinkchainai/agentinterviews-mcpby hbg
Search through the PapersWithCode API to find ML research papers, benchmarks, datasets, and state-of-the-art results across machine learning tasks.
npx -y @hbg/mcp-paperswithcodeby urlbox
Generate and manage screenshots, PDFs, and videos of web pages. Includes AI-powered screenshot analysis and web content extraction as Markdown, metadata, and HTML via the Urlbox API.
npx -y @urlbox/urlbox-mcp-serverby dkvdm
Secure credential retrieval from 1Password for AI agents. Access secrets, passwords, and API keys stored in your 1Password vaults without exposing them in plaintext.
npx -y @dkvdm/onepassword-mcp-serverby Gaffx
Memory forensics analysis powered by Volatility 3.x. Run plugins like pslist and netscan through AI assistants to investigate memory dumps without manual CLI work.
npx -y @gaffx/volatility-mcpby macrocosm-os
Access real-time social media data from X, Reddit, and YouTube directly in your LLM applications. Filter by search phrases, users, and date ranges.
npx -y @macrocosm-os/macrocosmos-mcpby andybrandt
Bridge between Claude and OpenAI Assistants API. Lets Claude delegate tasks to any GPT model configured as an OpenAI assistant for multi-model workflows.
npx -y @andybrandt/mcp-simple-openai-assistantby bytebase
Universal database MCP server connecting to PostgreSQL, MySQL, MariaDB, SQL Server, and SQLite through a single zero-dependency interface. Token-efficient schema introspection and query execution.
npx -y @bytebase/dbhubby weaviate
Connect to Weaviate vector database collections as a knowledge base. Use Weaviate for chat memory, semantic search, and retrieval-augmented generation workflows.
npx -y @weaviate/mcp-serverby chroma-core
MCP server for ChromaDB, the open-source embedding database. Create collections, add documents with embeddings, and perform similarity searches through your AI assistant.
npx -y @chroma-core/chroma-mcpby zilliztech
MCP server for Milvus and Zilliz Cloud vector databases. Manage collections, insert vectors, and run similarity searches across large-scale embedding datasets.
npx -y @zilliztech/mcp-server-milvusby pinecone-io
Interact with Pinecone vector indexes through AI assistants. Upsert vectors, query by similarity, and manage namespaces in the managed vector database service.
npx -y @pinecone-database/mcpby neo4j
Query and manage Neo4j graph databases through natural language. Run Cypher queries, explore node relationships, and visualize graph structures via MCP.
npx -y @neo4j/mcp-serverby awslabs
AWS DynamoDB MCP server for querying, scanning, and managing DynamoDB tables. Supports PartiQL queries, item CRUD operations, and table schema introspection.
npx -y @awslabs/mcp-server-dynamodbby fauna
Connect to Fauna distributed database through MCP. Run FQL queries, manage collections, and access Fauna's document-relational data model from AI assistants.
npx -y @fauna/mcp-serverby pingcap
MCP server for TiDB, the distributed SQL database. Execute queries, inspect schemas, and analyze data across TiDB and TiDB Cloud instances.
npx -y @pingcap/tidb-mcp-serverby huggingface
Official Hugging Face MCP server for browsing models, datasets, Spaces, and papers on the Hub. Search documentation, run Gradio apps, and explore the ML ecosystem.
npx -y @huggingface/mcp-serverby evalstate
Use Hugging Face Spaces as MCP tools. Run any Gradio-based Space as a function call from your AI assistant, including image generation, text-to-speech, and more.
npx -y @evalstate/mcp-hfspaceby deepfates
Run AI models on Replicate through MCP. Access thousands of open-source models for image generation, language processing, audio, and video tasks via API.
npx -y @deepfates/mcp-replicateby ollama
Connect to locally running Ollama models through MCP. Route tasks to local LLMs like Llama, Mistral, and Qwen without sending data to the cloud.
npx -y @ollama/mcp-serverby anthropic
Delegate tasks to Claude models through the Anthropic API. Use as a sub-agent for complex reasoning, code generation, and analysis within multi-model workflows.
npx -y @anthropic/mcp-serverby google
Access Google Gemini models through MCP for multimodal AI tasks. Process images, generate text, and leverage Gemini's long context window from any MCP client.
npx -y @google/gemini-mcpby cohere-ai
MCP server for Cohere's language models and Rerank API. Generate embeddings, run reranking for RAG pipelines, and access Command models for text generation.
npx -y @cohere-ai/mcp-serverby asana
Connect AI assistants to Asana for project and task management. Create tasks, update projects, search workspaces, and manage team workflows through natural language.
npx -y @asana/mcp-serverby edreisMD
Advanced Google Drive MCP server with file search, content reading, folder management, and document creation. Supports Docs, Sheets, and Slides operations.
npx -y @edreis/google-drive-mcpby zoom
Manage Zoom meetings, webinars, and recordings through MCP. Schedule meetings, fetch transcripts, list participants, and access cloud recordings via AI.
npx -y @zoom/mcp-serverby sriram-kailasam
Read and search Apple Notes from your AI assistant. Access your notes database, search by content or title, and retrieve note contents without leaving the conversation.
npx -y @sriram-kailasam/apple-notes-mcpby nicholasgriffintn
Read, search, and manage Gmail messages through MCP. List inbox threads, read email content, search by query, and organize messages with labels.
npx -y @nicholasgriffintn/gmail-mcp-serverby twilio-labs
Official Twilio MCP server exposing all Twilio APIs as MCP tools. Send SMS, make calls, manage phone numbers, and access messaging services through AI assistants.
npx -y @twilio-alpha/mcpby sendgrid
Send transactional and marketing emails through SendGrid via MCP. Manage contacts, create email templates, and track delivery statistics from AI assistants.
npx -y @sendgrid/mcp-serverby zendesk
Connect AI to Zendesk for customer support workflows. Search tickets, read conversations, update ticket status, and manage help center articles through MCP.
npx -y @zendesk/mcp-serverby intercom
Access Intercom conversations, contacts, and articles through MCP. Search customer data, manage conversations, and retrieve help center content for AI-powered support.
npx -y @intercom/mcp-serverby plaid
Connect to Plaid for financial data access. Retrieve account balances, transactions, and identity information from linked bank accounts through AI assistants.
npx -y @plaid/mcp-serverby segmentio
Access Segment analytics data through MCP. Query user profiles, track events, manage audiences, and inspect data pipelines from your AI assistant.
npx -y @segment/mcp-serverby PagerDuty
Manage PagerDuty incidents and on-call schedules through MCP. List active incidents, acknowledge alerts, check who is on call, and create status updates via AI.
npx -y @pagerduty/mcp-serverby zapier
Connect AI agents to 8,000+ apps through Zapier. Trigger Zaps, search data across connected services, and automate multi-step workflows from your AI assistant.
npx -y @zapier/mcp-serverby composiohq
Universal MCP gateway for 500+ apps with built-in authentication. Connect to Slack, GitHub, Notion, Google Workspace, Jira, and hundreds more through a single server.
npx -y @composio/mcp-serverby awslabs
Manage AWS S3 buckets and objects through MCP. List, upload, download, and delete files in S3 with support for presigned URLs and multipart uploads.
npx -y @awslabs/mcp-server-s3by awslabs
Invoke and manage AWS Lambda functions through MCP. List functions, check configurations, view logs, and trigger invocations from your AI assistant.
npx -y @awslabs/mcp-server-lambdaby awslabs
AWS CDK infrastructure-as-code assistant through MCP. Generate CDK constructs, validate templates, and get best-practice guidance for AWS infrastructure deployment.
npx -y @awslabs/mcp-server-cdkby GoogleCloudPlatform
Manage Google Cloud Platform resources through MCP. Access Compute Engine, Cloud Storage, BigQuery, Cloud Run, and other GCP services via natural language.
npx -y @google-cloud/mcp-serverby microsoft
Azure AI Foundry MCP server connecting to CosmosDB, Azure SQL, SharePoint, Bing, and Fabric services. Unified protocol for all Azure AI integrations.
npx -y @azure/ai-foundry-mcpby fly-apps
Deploy and manage Fly.io applications through MCP. Check app status, scale machines, view logs, and manage secrets across Fly.io regions from your AI assistant.
npx -y @fly-apps/mcp-serverby digitalocean
Manage DigitalOcean droplets, databases, Kubernetes clusters, and App Platform deployments through MCP. Monitor resources and scale infrastructure via AI.
npx -y @digitalocean/mcp-serverby github
Manage GitHub Actions workflows through MCP. Trigger runs, check status, view logs, manage secrets, and debug failed CI/CD pipelines from your AI assistant.
npx -y @github/actions-mcpby Nekzus
Analyze npm packages through AI. Check package health, security vulnerabilities, download trends, dependency trees, and version compatibility before installing.
npx -y npm-sentinel-mcpby vercel
MCP server for Turborepo monorepo management. Inspect workspace packages, run tasks, analyze the task graph, and optimize build pipelines from AI assistants.
npx -y @vercel/turborepo-mcpby storybookjs
Access Storybook component libraries through MCP. Browse stories, view component props, check visual tests, and inspect design system documentation via AI.
npx -y @storybook/mcp-serverby prisma
MCP server for Prisma ORM. Introspect database schemas, generate migrations, run queries through Prisma Client, and get schema design suggestions from AI.
npx -y @prisma/mcp-serverby supabase
Manage Supabase projects through MCP. Create databases, configure auth settings, manage storage buckets, deploy edge functions, and check project health via AI.
npx -y @supabase/management-mcpby neondatabase
Official Neon MCP server for managing serverless Postgres. Create branches, run queries, manage connection strings, and automate database workflows through AI.
npx -y @neondatabase/mcp-serverby upstash
Access Upstash Redis and QStash from AI assistants. Read and write Redis keys, manage queues, and schedule messages through the serverless data platform.
npx -y @upstash/mcp-serverby get-convex
MCP server for the Convex backend platform. Query documents, run mutations, manage indexes, and inspect function logs in your Convex deployment through AI.
npx -y @convex-dev/mcp-serverby val-town
Run and manage vals on Val Town through MCP. Create serverless functions, query the val database, and deploy scripts directly from your AI assistant.
npx -y @val-town/mcp-serverby excalidraw
Create and edit Excalidraw diagrams through MCP. Generate flowcharts, architecture diagrams, and wireframes from natural language descriptions via AI.
npx -y @excalidraw/mcp-serverby daodao97
Generate Mermaid diagrams through MCP. Create flowcharts, sequence diagrams, class diagrams, and Gantt charts from text descriptions and render them as images.
npx -y @daodao97/mermaid-mcpby maximilien
Universal CLI for 11 vector databases including Qdrant, Pinecone, Weaviate, Milvus, ChromaDB, and more. View, list, create, delete, and query collections through a unified interface.
npx -y @maximilien/weave-mcpby awslabs
Amazon Aurora PostgreSQL MCP server for querying Aurora database clusters. Optimized for Aurora-specific features including global databases and read replicas.
npx -y @awslabs/mcp-server-aurora-postgres