UBOS Asset Marketplace: Unleashing the Power of MCP Servers for AI Agent Development

In the rapidly evolving landscape of Artificial Intelligence, the ability to connect Large Language Models (LLMs) with real-world data and tools is paramount. This is where the Model Context Protocol (MCP) comes into play. MCP is an open protocol standardizing how applications provide context to LLMs, allowing them to access and interact with external resources securely and efficiently. UBOS, a full-stack AI Agent Development Platform, recognizes the transformative potential of MCP and offers a comprehensive Asset Marketplace for MCP Servers, designed to empower businesses with seamless AI integration across various departments.

Understanding MCP Servers

At its core, an MCP Server acts as a bridge, enabling AI models to interact with external data sources and tools. These servers provide LLMs with secure, controlled access to specific functionalities, enhancing their ability to perform complex tasks, automate workflows, and deliver intelligent insights. The UBOS Asset Marketplace hosts a diverse collection of MCP Servers, each designed to address unique business needs and use cases.

Use Cases of MCP Servers

The versatility of MCP Servers allows for a wide range of applications across various industries. Here are some prominent use cases:

1. Data Retrieval and Analysis: MCP Servers can connect LLMs to databases, cloud storage, and other data repositories, enabling them to retrieve and analyze vast amounts of information. This is particularly useful for business intelligence, market research, and customer analytics.

2. Tool Integration: MCP Servers can integrate LLMs with various tools and services, such as web scraping tools, CRM systems, and marketing automation platforms. This allows AI agents to automate tasks, streamline workflows, and improve overall efficiency.

3. Content Generation and Management: MCP Servers can enable LLMs to generate and manage content across various platforms, including websites, social media, and email. This is valuable for content marketing, social media management, and customer communication.

4. System Automation: MCP Servers can facilitate the automation of system-level tasks, such as server management, network monitoring, and security operations. This enhances operational efficiency and reduces the need for manual intervention.

5. Web Automation: MCP Servers can automate browser interactions, enabling web navigation, data extraction, and form filling, enhancing data collection and task automation.

Key Features of UBOS Asset Marketplace for MCP Servers

UBOS Asset Marketplace offers a rich set of features designed to simplify the discovery, deployment, and management of MCP Servers.

1. Diverse Server Collection: The marketplace hosts a wide range of MCP Servers, catering to various business needs and use cases. From database integrations to web scraping tools, users can find servers that fit their specific requirements.

2. Easy Deployment: UBOS simplifies the deployment process, allowing users to quickly deploy MCP Servers with minimal configuration. This reduces the technical barrier to entry and enables businesses to start leveraging AI capabilities more rapidly.

3. Secure and Controlled Access: All MCP Servers in the marketplace adhere to strict security standards, ensuring secure and controlled access to data and tools. This protects sensitive information and prevents unauthorized access.

4. Centralized Management: UBOS provides a centralized management interface for all deployed MCP Servers, allowing users to monitor their performance, manage access controls, and update configurations from a single dashboard.

5. Extensibility and Customization: The UBOS platform is designed to be extensible, allowing developers to create and integrate their own MCP Servers into the marketplace. This fosters innovation and ensures that the platform can adapt to evolving business needs.

6. Official Integrations: The marketplace features official integrations maintained by companies building production-ready MCP servers for their platforms, ensuring reliability and enterprise-grade performance.

7. Community Servers: UBOS supports a growing set of community-developed and maintained servers, offering diverse applications of MCP across different domains. These servers, while community-driven, provide a wealth of options for various use cases.

Reference Servers

Reference servers demonstrate MCP features and SDKs:

• AWS KB Retrieval: Retrieval from AWS Knowledge Base using Bedrock Agent Runtime
• Brave Search: Web and local search using Brave’s Search API
• EverArt: AI image generation using various models
• Everything: Reference / test server with prompts, resources, and tools
• Fetch: Web content fetching and conversion for efficient LLM usage
• Filesystem: Secure file operations with configurable access controls
• Git: Tools to read, search, and manipulate Git repositories
• GitHub: Repository management, file operations, and GitHub API integration
• GitLab: GitLab API, enabling project management
• Google Drive: File access and search capabilities for Google Drive
• Google Maps: Location services, directions, and place details
• Memory: Knowledge graph-based persistent memory system
• PostgreSQL: Read-only database access with schema inspection
• Puppeteer: Browser automation and web scraping
• Redis: Interact with Redis key-value stores
• Sentry: Retrieving and analyzing issues from Sentry.io
• Sequential Thinking: Dynamic and reflective problem-solving through thought sequences
• Slack: Channel management and messaging capabilities
• Sqlite: Database interaction and business intelligence capabilities
• Time: Time and timezone conversion capabilities

Official Integrations

UBOS partners with leading platforms to offer official MCP server integrations:

• 21st.dev Magic: Create crafted UI components inspired by top design engineers.
• Adfin: Manage all payments, invoicing, and accounting reconciliations.
• AgentQL: Enable AI agents to extract structured data from unstructured web content.
• AgentRPC: Connect to any function, any language, across network boundaries.
• Aiven: Navigate Aiven projects and interact with PostgreSQL, Apache Kafka, ClickHouse, and OpenSearch services.
• Apify: Use pre-built cloud tools to extract data from websites, e-commerce, social media, and more.
• APIMatic MCP: Validate OpenAPI specifications using APIMatic’s API.
• Audiense Insights: Marketing insights and audience analysis covering demographic, cultural, influencer, and content engagement analysis.
• Axiom: Query and analyze Axiom logs, traces, and event data in natural language.
• Bankless Onchain: Query on-chain data such as ERC20 tokens, transaction history, and smart contract state.
• Box: Interact with the Intelligent Content Management platform through Box AI.
• Browserbase: Automate browser interactions in the cloud, including web navigation, data extraction, and form filling.
• Chargebee: Connect AI agents to the Chargebee platform.
• Chroma: Embeddings, vector search, document storage, and full-text search with an open-source AI application database.
• Chronulus AI: Predict anything with Chronulus AI forecasting and prediction agents.
• ClickHouse: Query your ClickHouse database server.
• Cloudflare: Deploy, configure, and interrogate resources on the Cloudflare developer platform.
• Comet Opik: Query and analyze Opik logs, traces, prompts, and telemetry data from LLMs.
• Convex: Introspect and query apps deployed to Convex.
• Dart: Interact with task, doc, and project data in Dart, an AI-native project management tool.
• DevHub: Manage and utilize website content within the DevHub CMS platform.
• E2B: Run code in secure sandboxes hosted by E2B.
• EduBase: Interact with EduBase, an e-learning platform with advanced quizzing, exam management, and content organization capabilities.
• eSignatures: Contract and template management for drafting, reviewing, and sending binding contracts.
• Exa: Search Engine made for AIs by Exa.
• Fewsats: Enable AI Agents to purchase anything in a secure way using Fewsats.
• Fibery: Perform queries and entity operations in your Fibery workspace.
• Financial Datasets: Stock market API made for AI agents.
• Firecrawl: Extract web data with Firecrawl.
• Fireproof: Immutable ledger database with live synchronization.
• Gitee: Gitee API integration, repository, issue, and pull request management.
• gotoHuman: Human-in-the-loop platform to allow AI agents and automations to send requests for approval to your inbox.
• Grafana: Search dashboards, investigate incidents, and query data sources in your Grafana instance.
• Graphlit: Ingest anything from Slack to Gmail to podcast feeds into a searchable Graphlit project.
• GreptimeDB: Provides AI assistants with a secure and structured way to explore and analyze data in GreptimeDB.
• Hologres: Connect to a Hologres instance, get table metadata, query and analyze data.
• Hyperbrowser: Empowering AI agents for browser automation.
• IBM wxflows: Build, test, and deploy tools for any data source.
• ForeverVM: Run Python in a code sandbox.
• Inbox Zero: AI personal assistant for email.
• Inkeep: RAG Search over your content.
• Integration App: Interact with any other SaaS applications on behalf of your customers.
• JetBrains: Work on your code with JetBrains IDEs.
• Kagi Search: Search the web using Kagi’s search API.
• Keboola: Build robust data workflows, integrations, and analytics on a single intuitive platform.
• Logfire: Provides access to OpenTelemetry traces and metrics through Logfire.
• Langfuse Prompt Management: Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts.
• Lingo.dev: Make your AI agent speak every language on the planet using Lingo.dev Localization Engine.
• Mailgun: Interact with Mailgun API.
• Make: Turn your Make scenarios into callable tools for AI assistants.
• Meilisearch: Interact & query with Meilisearch (Full-text & semantic search API)
• Metoro: Query and interact with Kubernetes environments monitored by Metoro.
• Milvus: Search, Query and interact with data in your Milvus Vector Database.
• MotherDuck: Query and analyze data with MotherDuck and local DuckDB.
• Needle: Production-ready RAG out of the box to search and retrieve data from your own documents.
• Neo4j: Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory.
• Neon: Interact with the Neon serverless Postgres platform.
• OceanBase: MCP Server for OceanBase database and its tools.
• Octagon: Deliver real-time investment research with extensive private and public market data.
• Oxylabs: Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction.
• Perplexity: An MCP server that connects to Perplexity’s Sonar API, enabling real-time web-wide research in conversational AI.
• Qdrant: Implement semantic memory layer on top of the Qdrant vector search engine.
• Ramp: Interact with Ramp’s Developer API to run analysis on your spend and gain insights leveraging LLMs.
• Raygun: Interact with your crash reporting and real using monitoring data on your Raygun account
• Rember: Create spaced repetition flashcards in Rember to remember anything you learn in your chats
• Riza: Arbitrary code execution and tool-use platform for LLMs.
• Search1API: One API for Search, Crawling, and Sitemaps
• ScreenshotOne: Render website screenshots with ScreenshotOne.
• Semgrep: Enable AI agents to secure code with Semgrep.
• SingleStore: Interact with the SingleStore database platform
• StarRocks: Interact with StarRocks.
• Stripe: Interact with Stripe API
• Tavily: Search engine for AI agents (search + extract)
• Thirdweb: Read/write to over 2k blockchains, enabling data querying, contract analysis/deployment, and transaction execution.
• Tinybird: Interact with Tinybird serverless ClickHouse platform.
• UnifAI: Dynamically search and call tools using UnifAI Network
• Unstructured: Set up and interact with your unstructured data processing workflows in Unstructured Platform
• Vectorize: MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
• Verodat: Interact with Verodat AI Ready Data platform
• VeyraX: Single tool to control all 100+ API integrations, and UI components
• Xero: Interact with the accounting data in your business using our official MCP server
• Zapier: Connect your AI Agents to 8,000 apps instantly.
• ZenML: Interact with your MLOps and LLMOps pipelines through your ZenML MCP server

Community Servers

A growing set of community-developed and maintained servers demonstrates various applications of MCP across different domains. These are untested and should be used at your own risk.

Examples include servers for:

• Ableton Live
• Airbnb
• Algorand
• Airflow
• Airtable
• AlphaVantage
• Anki
• Any Chat Completions
• Apple Calendar
• ArangoDB
• Arduino
• Atlassian
• AWS
• Azure DevOps
• Base Free USDC Transfer
• Basic Memory
• BigQuery
• Bing Web Search API
• Bitable MCP
• Blender
• Bsc-mcp
• Calculator
• CFBD API
• ChatMCP
• ChatSum
• Chroma
• ClaudePost
• Cloudinary
• Code-assistant
• Code-executor
• Code-sandbox-mcp
• Cognee-mcp
• Coin_api_mcp
• Contentful-mcp
• Crypto-feargreed-mcp
• Cryptopanic-mcp-server
• Dappier
• Databricks
• Data Exploration
• Dataset Viewer
• DBHub
• DeepSeek MCP Server
• Deepseek_R1
• Deepseek-thinker-mcp
• Descope
• DevRev
• Dicom
• Dify
• Discord
• Discourse
• Docker
• Drupal
• Dune-analytics-mcp
• Elasticsearch
• ElevenLabs
• Ergo Blockchain MCP
• Eunomia
• EVM MCP Server
• Everything Search
• Excel
• Fantasy PL
• Fastn.ai – Unified API MCP Server
• Fetch
• Fingertip
• Figma
• Firebase
• FireCrawl
• FlightRadar24
• Ghost
• Github Actions
• Glean
• Gmail
• Goal Story
• GOAT
• Godot
• Golang Filesystem Server
• Goodnews
• Google Calendar
• Google Custom Search
• Google Tasks
• GraphQL Schema
• HDW LinkedIn
• Heurist Mesh Agent
• Holaspirit
• Home Assistant
• HubSpot
• HuggingFace Spaces
• Hyperliquid
• iFlytek Workflow
• Image Generation
• InfluxDB
• Inoyu
• Intercom
• iTerm MCP
• JavaFX
• JDBC
• JSON
• KiCad MCP
• Keycloak MCP
• Kibela
• Kintone
• Kubernetes
• Langflow-DOC-QA-SERVER
• Lightdash
• Linear
• LlamaCloud
• llm-context
• Mac-messages-mcp
• MariaDB
• Maton
• MCP Compass
• MCP Create
• MCP Installer
• Mcp-k8s-go
• Mcp-local-rag
• Mcp-proxy
• Mem0-mcp
• MSSQL
• Markdownify
• Mindmap
• Minima
• MongoDB
• MongoDB Lens
• Monday.com
• Multicluster-MCP-Sever
• MySQL
• n8n
• NASA
• National Parks
• NAVER
• NS Travel Information
• Neo4j
• Neovim
• Notion
• Ntfy-mcp
• Oatpp-mcp
• Obsidian Markdown Notes
• Obsidian-mcp
• OceanBase
• Okta
• OneNote
• OpenAI WebSearch MCP
• OpenAPI
• OpenCTI
• OpenDota
• OpenRPC
• Open Strategy Partners Marketing Tools
• Pandoc
• PIF
• Pinecone
• Placid.app
• Playwright
• Postman
• Productboard
• Prometheus
• Pulumi
• Pushover
• QGIS
• QuickChart
• Qwen_Max
• RabbitMQ
• RAG Web Browser
• Reaper
• Redis
• Rememberizer AI
• Replicate
• Rquest
• Rijksmuseum
• Salesforce MCP
• Scholarly
• Scrapling-fetch
• SearXNG
• ServiceNow
• Siri Shortcuts
• Snowflake
• Solana Agent Kit
• Spotify
• Starwind UI
• Stripe
• TMDB
• Tavily search
• Telegram
• Terminal-Control
• Ticketmaster
• Todoist
• Typesense
• Travel Planner
• Unity Catalog
• Unity3d Game Engine
• Unity Integration (Advanced)
• Vega-Lite
• Video Editor
• Virtual location (Google Street View,etc.)
• VolcEngine TOS
• Wanaku MCP Router
• Webflow
• Whale-tracker-mcp
• Whois MCP
• WildFly MCP
• Windows CLI
• World Bank data API
• X (Twitter)
• xcodebuild
• Xero-mcp-server
• XiYan
• XMind
• YouTube

Frameworks for Building MCP Servers and Clients

Frameworks simplify the development of MCP servers and clients:

For Servers

• EasyMCP (TypeScript)
• FastAPI to MCP auto generator
• FastMCP (TypeScript)
• Foxy Contexts (Golang)
• Higress MCP Server Hosting
• MCP-Framework (Typescript)
• Quarkus MCP Server SDK (Java)
• Template MCP Server

For Clients

• codemirror-mcp

UBOS: Your Partner in AI Agent Development

UBOS is committed to making AI accessible and beneficial for every business. Our full-stack AI Agent Development Platform provides the tools and infrastructure you need to orchestrate AI Agents, connect them with your enterprise data, and build custom AI Agents tailored to your specific business needs. With UBOS, you can:

• Orchestrate AI Agents: Design and manage complex AI workflows with ease.
• Connect with Enterprise Data: Securely integrate AI Agents with your existing data sources.
• Build Custom AI Agents: Develop AI Agents tailored to your unique business requirements.
• Create Multi-Agent Systems: Build sophisticated AI systems that can perform complex tasks collaboratively.

By leveraging the UBOS Asset Marketplace for MCP Servers, you can unlock the full potential of AI and transform your business operations. Explore the marketplace today and discover how MCP Servers can help you achieve your AI goals.

Getting Started with MCP Servers

To start using MCP Servers, follow these steps:

1. Install an MCP Client: Configure an MCP client like Claude Desktop.
2. Configure the MCP Client: Set up the client to recognize and use your desired MCP Servers.

Contributing to the MCP Community

The Model Context Protocol is an open-source project, and contributions are welcome. By contributing new servers, improvements, or resources, you can help grow the ecosystem and make MCP more accessible to everyone.

By embracing MCP Servers through the UBOS Asset Marketplace, businesses can harness the power of AI Agents to drive innovation, improve efficiency, and gain a competitive edge in today’s rapidly evolving digital landscape. Explore the possibilities and transform your business with UBOS.