MCP Servers for Windsurf

Inspect traces, manage prompts, curate datasets, and run experiments using Arize Phoenix open-source AI and LLM observability.

All-in-one solution for public web access including scraping, browser automation, structured data extraction, and proxy rotation.

MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines.

Control robots by converting natural language commands into ROS or ROS2 control commands for robotic systems.

Vet open source packages for security risks including vulnerabilities and malicious code before use in projects.

Neo4j graph data science server with comprehensive graph algorithms for complex graph reasoning and Q&A.

MCP server for DaVinci Resolve providing tools for video editing, color grading, media management, and project control.

Trade stocks and options, analyze market data, and build trading strategies through Alpaca's Trading API.

Read-only access to the Shopify Admin GraphQL API for store data, products, orders, customers, and inventory management.

Interact with Anytype, a local and collaborative wiki, to organize objects, lists, and more through natural language.

Connect your GraphQL APIs to AI agents. Introspect schemas, execute queries, and manage federated graphs with Apollo.

MCP server for Apache Doris, an MPP-based real-time data warehouse for high-performance analytics.

Mobile development and automation for iOS and Android. Control simulators, emulators, and real devices for app testing through MCP.

Deploy and manage cloud infrastructure using Pulumi IaC. Retrieve stack info, preview changes, and deploy updates programmatically.

Manage your Postman resources, run collections with Newman, and interact with API workspaces using the Postman API.

Analytical SQL database integration with schema inspection and high-performance local query capabilities for data analysis.

Access and manage LLM application prompts, traces, and observability data through Langfuse's prompt management platform.

Access OpenTelemetry traces and metrics through Pydantic Logfire for application monitoring and debugging.

Enable AI agents to get structured data from unstructured web pages using AgentQL's intelligent extraction engine.

Interact with PostHog analytics, feature flags, error tracking, and product analytics data through the official MCP server.

Comprehensive integration with VictoriaMetrics APIs for monitoring, observability, and debugging of metrics systems.

Connect to any function, any language, across network boundaries using AgentRPC's universal function calling.

Google BigQuery integration for read-only SQL queries, schema exploration, and large-scale data warehouse analytics.

AI forecasting and prediction agents for time-series analysis, demand forecasting, and predictive analytics.

Manage Alibaba Cloud resources lifecycle with CloudOps Orchestration Service and Alibaba Cloud OpenAPI.

Access the Asana Work Graph for task management, project tracking, and team coordination from AI assistants.

Run AI models in the cloud using Replicate's platform. Access thousands of open-source models for image, text, and audio generation.

Powerful translation capabilities with language detection and context-aware translations across multiple languages.

Control the Unitree Go2 robot dog using natural language commands interpreted by LLMs through MCP.

Integrating AniList API for comprehensive anime and manga information, search, and media tracking.

Interact with Zendesk Support for ticket management, search, analysis, and access to Help Center knowledge base articles.

Send transactional emails and manage email templates through Mailtrap's email delivery platform for testing and production.

AI voice toolkit with text-to-speech, voice cloning, and video translation for smarter agent voice integration.

Reliably access web content in markdown format with bot detection avoidance, proxy rotation, and headless JS rendering.

Connect any bitcoin lightning wallet to send and receive instant payments globally with near-zero fees.

Bring real-time production context — logs, metrics, and traces — into your local environment to debug and auto-fix code.

Access WolframAlpha's computational intelligence for structured knowledge queries, math solving, and data analysis.

Single tool to control all 100+ API integrations with UI components for multi-service orchestration.

Connect to the full Microsoft 365 suite (Office, Outlook, Excel, Calendar) using Graph API for mail, files, and more.

Connect to 130+ SaaS integrations including Slack, Salesforce, and Gmail through Paragon's ActionKit API.

Search, analyze, and query charts, dashboards, experiments, feature flags, and metrics from your Amplitude product data.

Multi-task data analytics on the Teradata enterprise analytics platform with SQL query generation and execution.

Manage Redis Cloud resources. Create databases, monitor subscriptions, and configure cloud deployments with natural language.

Real-time DEX data, liquidity pools, token information, and trading analytics across multiple blockchain networks.

Integrates the LINE Messaging API to connect an AI agent to LINE Official Account for automated messaging.

Developer-friendly cloud platform with automatic deployments, Git integration, built-in databases, and robust scaling.

Generate AI images, videos, and music using Fal.ai models including FLUX, Stable Diffusion, and MusicGen.

Extended tooling for Apache IoTDB time-series database management and data pipeline operations.

MCP server for Apache IoTDB database for IoT time-series data management and its associated tools.

MCP proxy server for querying InfluxDB time-series databases for monitoring, IoT, and observability data.

Retrieve context for developing with PubNub SDKs and calling real-time messaging APIs for chat and data streaming.

Control Aqara smart home devices, query status, execute scenes, and manage smart home automation through natural language.

Unified access to Couchbase Capella cloud and self-managed clusters for document operations, SQL++ queries, and data analysis.

Extract text and perform OCR on documents using the TextIn API. Supports converting documents into Markdown format.

Provision, configure, and query Algolia search indices. Manage search relevance, facets, and AI-powered search experiences.

Cloud-native unified observability database for metrics, logs, and events supporting SQL and PromQL queries.

RAG for your knowledge base. Connect your documents and data for retrieval-augmented AI agent interactions.

Access Box content management platform. Search, read, and manage files stored in Box from AI agents.

Manage and interact with the Dynatrace Platform for real-time observability, APM monitoring, and infrastructure insights.

Web search capabilities through Linkup's advanced search API with intelligent results and natural language queries.

Access SendGrid Marketing API for email campaigns, contact management, template creation, and email analytics.

Edge SQLite database powered by libSQL. Create, query, and manage Turso databases with embedded replicas at the edge.

Convert content into professional slides, presentations, and PPT files. Generate slide decks with user intentions.

Build, deploy, and manage MuleSoft applications with natural language directly inside any compatible IDE.

Serverless video database for storing, indexing, searching, and streaming videos with AI-powered scene tagging and transcription.

Manage feature flags, toggle features, create targeting rules, and control progressive rollouts with LaunchDarkly.

Integrate your AI agent with 500+ APIs with built-in auth, custom tools, and observability. Open-source integration platform.

Query and access data from Trino distributed SQL clusters for federated data analytics across multiple sources.

Manage local AWS environments including lifecycle operations, infrastructure deployments, log analysis, fault injection, and state management.

Unlock enterprise data catalog capabilities for data discovery, governance, and lineage tracking with Alation.

Access data scraping, web content extraction, and document conversion APIs by Dumpling AI for structured data retrieval.

Create, modify, and manage collaborative features including rooms, threads, comments, notifications, and real-time Storage.

Memory management for AI agents using Neo4j knowledge graphs for persistent contextual memory.

Memgraph graph database integration including tools to run queries and a schema resource for graph data exploration.

Open-source data labeling platform for creating high-quality training data for machine learning models.

Provide observability and tracing for debugging AI agents with AgentOps API for monitoring agent performance.

Run real-time analytics queries on Apache Pinot, an OLAP database built for high-throughput, low-latency applications.

Manage your PrestaShop e-commerce store with AI assistants using the official PrestaShop MCP server.

Control REAPER digital audio workstation for mixing, mastering, MIDI composition, and full music production with 129+ tools.

Interact with Powerdrill datasets for smart AI-driven data analysis, insights generation, and business intelligence.

Navigate Aiven projects and interact with managed PostgreSQL, Apache Kafka, ClickHouse, and OpenSearch services.

Extract data from YouTube, TikTok, X, and the web. Official MCP server for social media and web content data.

MCP server for PythonAnywhere cloud platform for managing web apps, scheduled tasks, and Python environments.

Integrate Dify AI workflow platform with MCP. Run and manage Dify workflows and connect AI pipelines.

Integrate with DevRev APIs to search through your DevRev Knowledge Graph and manage customer-developer relationships.

Inspect database schemas and execute queries on Kuzu graph databases. Enables LLMs to explore and analyze graph-structured data.

Advanced retrieval, deep research, anything-to-markdown file extraction, and text chunking for RAG workflows.

All-in-one payments platform for invoicing, payment collection, and accounting reconciliation with Adfin.

Microsoft SQL Server integration with AST-based query validation, read-only safety, schema exploration, and DBA toolkit.

Access real-time compliance intelligence. Query security controls, monitor compliance tests, and manage audit data across SOC 2, ISO 27001, and more.

Render website screenshots with configurable options including full page, element targeting, and device emulation.

Create AI-powered video workflows including automatic editing, voice cloning, highlight generation, and content moderation.

Search for real-time financial, sports, weather, and public data with visualization using natural language.

Write, edit, and schedule LinkedIn posts right from ChatGPT and Claude with LiGo integration.

Validate OpenAPI specifications using APIMatic. Process API definition files and return detailed validation summaries.

Configure Litmus Edge for industrial data collection, edge analytics, and industrial AI applications.

Comprehensive media analysis and validation with FFprobe, MediaInfo, and detailed probe report capabilities.

AI video and image generation with unified access to 7 models (Kling, Veo, Sora, Seedance, Flux, Grok Imagine).

Connect and test Unity or Unreal games. Write game test automation faster using AltTester MCP server.

Read-only access to MariaDB databases for secure querying and schema exploration through natural language.

Connect AI agents to Antom Checkout Payment for global payment processing and transaction management.

Manage customers across Slack, Email, Web, and other channels with Thena's customer communication platform.

Connect AI agents to Intercom for customer messaging, conversation management, and support ticket resolution.

Query security controls, monitor compliance tests, and access audit data across SOC 2, ISO 27001, CMMC, and FedRAMP.

Automate e-commerce operations for Shopware plugins with LLM-powered support ticket handling and bugfixing.

Build and deploy unikernels to any cloud provider for ultra-lightweight, secure application deployments.

Connect to 300+ data sources through CData JDBC drivers for universal database querying with natural language.

Search and act on all your company data across all SaaS apps via Nerve's unified enterprise search.

Interact with EduBase e-learning platform for quizzing, exam management, and content organization.

Analyze full stack session recordings. Record bugs with Multiplayer, then analyze and fix them with LLM assistance.

TiDB serverless distributed SQL database integration with read/write capabilities for cloud-native applications.

Deploy smart contracts, mint NFTs, manage IPFS storage, and interact with blockchain through the Verbwire API.

Self-improving tool discovery for AI agents. Searches registries, installs MCP servers as subprocesses, and persists tool knowledge.

Query Snowflake, Google BigQuery, and DataBricks Data Products through the Alkemi.ai unified analytics platform.

MCP marketplace for searching, integrating, and monetizing MCP connectors across the agent ecosystem.

Deploy AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave instantly.

Access the MongoDB Atlas API for managing clusters, databases, users, and cloud database infrastructure programmatically.

Write and publish documentation that becomes the trusted source for instant answers with AI-powered knowledge management.

AI detection for text content with confidence scores, multilingual support, and detailed probability breakdowns.

Empower AI coding agents to assist developers integrating with Airwallex global payment APIs.