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

In the rapidly evolving landscape of Artificial Intelligence (AI), Large Language Models (LLMs) are emerging as powerful tools with the potential to revolutionize various industries. However, to fully realize their capabilities, LLMs need secure and controlled access to external tools and data sources. This is where Model Context Protocol (MCP) servers come into play, and UBOS Asset Marketplace is at the forefront of providing a comprehensive ecosystem for these critical components.

What is an MCP Server?

At its core, MCP is an open protocol that standardizes how applications provide context to LLMs. An MCP server acts as a bridge, allowing AI models to access and interact with external data sources and tools in a secure and controlled manner. By implementing MCP, developers can ensure that LLMs have the necessary information to perform tasks effectively while mitigating potential risks associated with unrestricted access to sensitive data.

Key Benefits of MCP Servers

• Enhanced Security: MCP servers provide a secure layer between LLMs and external resources, preventing unauthorized access and protecting sensitive data.
• Controlled Access: Developers can configure MCP servers to grant LLMs specific permissions, ensuring that they only have access to the tools and data required for their designated tasks.
• Improved Efficiency: By providing LLMs with relevant context, MCP servers enable them to perform tasks more efficiently and accurately.
• Increased Versatility: MCP servers allow LLMs to interact with a wide range of external tools and data sources, expanding their capabilities and use cases.
• Standardized Integration: MCP provides a standardized protocol for integrating LLMs with external resources, simplifying the development process and promoting interoperability.

UBOS Asset Marketplace: Your Gateway to MCP Servers

UBOS Asset Marketplace is a comprehensive platform that offers a wide range of MCP servers, catering to diverse needs and use cases. Whether you’re looking to connect your LLM to a specific database, integrate with a third-party API, or access a specialized tool, UBOS Asset Marketplace has you covered.

Reference Servers

UBOS Asset Marketplace offers a collection of reference servers that demonstrate the versatility and extensibility of MCP. These servers are implemented with either the Typescript MCP SDK or Python MCP SDK and showcase how MCP can be used to give Large Language Models (LLMs) secure, controlled access to tools and data sources. Some notable reference servers include:

• Everything: A 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.
• Memory: Knowledge graph-based persistent memory system.
• Sequential Thinking: Dynamic and reflective problem-solving through thought sequences.
• Time: Time and timezone conversion capabilities.

Third-Party Servers

UBOS Asset Marketplace also features a growing collection of third-party servers maintained by companies building production-ready MCP servers for their platforms. These integrations offer seamless connectivity to popular services and tools, enabling developers to build sophisticated AI-powered applications. Some notable third-party servers include:

• 21st.dev Magic: Create crafted UI components inspired by the best 21st.dev design engineers.
• Adfin: The only platform you need to get paid - all payments in one place, invoicing and accounting reconciliations with Adfin.
• AgentQL: Enable AI agents to get structured data from unstructured web with AgentQL.
• AgentRPC: Connect to any function, any language, across network boundaries using AgentRPC.
• Aiven: Navigate your Aiven projects and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services
• Alation: Unlock the power of the enterprise Data Catalog by harnessing tools provided by the Alation MCP server.
• Algolia MCP: Algolia MCP Server exposes a natural language interface to query, inspect, and manage Algolia indices and configs. Useful for monitoring, debugging and optimizing search performance within your agentic workflows.
• Alibaba Cloud RDS: An MCP server designed to interact with the Alibaba Cloud RDS OpenAPI, enabling programmatic management of RDS resources via an LLM.
• Alibaba Cloud AnalyticDB for MySQL: Connect to a AnalyticDB for MySQL cluster for getting database or table metadata, querying and analyzing data. It will be supported to add the openapi for cluster operation in the future.
• Alibaba Cloud OPS: Manage the lifecycle of your Alibaba Cloud resources with CloudOps Orchestration Service and Alibaba Cloud OpenAPI.
• Alibaba Cloud OpenSearch: This MCP server equips AI Agents with tools to interact with OpenSearch through a standardized and extensible interface.
• Apache IoTDB: MCP Server for Apache IoTDB database and its tools
• Apify: Actors MCP Server: Use 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more
• APIMatic MCP: APIMatic MCP Server is used to validate OpenAPI specifications using APIMatic. The server processes OpenAPI files and returns validation summaries by leveraging APIMatic’s API.
• Apollo MCP Server: Connect your GraphQL APIs to AI agents
• Arize Phoenix: Inspect traces, manage prompts, curate datasets, and run experiments using Arize Phoenix, an open-source AI and LLM observability tool.
• Asgardeo: MCP server to interact with your Asgardeo organization through LLM tools.
• Astra DB: Comprehensive tools for managing collections and documents in a DataStax Astra DB NoSQL database with a full range of operations such as create, update, delete, find, and associated bulk actions.
• Atlan: The Atlan Model Context Protocol server allows you to interact with the Atlan services through multiple tools.
• Audiense Insights: Marketing insights and audience analysis from Audiense reports, covering demographic, cultural, influencer, and content engagement analysis.
• AWS: Specialized MCP servers that bring AWS best practices directly to your development workflow.
• Axiom: Query and analyze your Axiom logs, traces, and all other event data in natural language
• Azure: The Azure MCP Server gives MCP Clients access to key Azure services and tools like Azure Storage, Cosmos DB, the Azure CLI, and more.
• Bankless Onchain: Query Onchain data, like ERC20 tokens, transaction history, smart contract state.
• BICScan: Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names.
• Bitrise: Chat with your builds, CI, and more.
• Box: Interact with the Intelligent Content Management platform through Box AI.
• Browserbase: Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
• BrowserStack: Access BrowserStack’s Test Platform to debug, write and fix tests, do accessibility testing and more.
• Burp Suite: MCP Server extension allowing AI clients to connect to Burp Suite
• Cartesia: Connect to the Cartesia voice platform to perform text-to-speech, voice cloning etc.
• Chargebee: MCP Server that connects AI agents to Chargebee platform.
• Chiki StudIO: Create your own configurable MCP servers purely via configuration (no code), with instructions, prompts, and tools support.
• Chroma: Embeddings, vector search, document storage, and full-text search with the open-source AI application database
• Chronulus AI: Predict anything with Chronulus AI forecasting and prediction agents.
• CircleCI: Enable AI Agents to fix build failures from CircleCI.
• ClickHouse: Query your ClickHouse database server.
• Cloudflare: Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1)
• Codacy: Interact with Codacy API to query code quality issues, vulnerabilities, and coverage insights about your code.
• CodeLogic: Interact with CodeLogic, a Software Intelligence platform that graphs complex code and data architecture dependencies, to boost AI accuracy and insight.
• Comet Opik: Query and analyze your Opik logs, traces, prompts and all other telemtry data from your LLMs in natural language.
• Confluent: Interact with Confluent Kafka and Confluent Cloud REST APIs.
• Convex: Introspect and query your apps deployed to Convex.
• Couchbase: Interact with the data stored in Couchbase clusters.
• CRIC Wuye AI: Interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry.
• Dart: Interact with task, doc, and project data in Dart, an AI-native project management tool
• DataHub: Search your data assets, traverse data lineage, write SQL queries, and more using DataHub metadata.
• DexPaprika (CoinPaprika): Access real-time DEX data, liquidity pools, token information, and trading analytics across multiple blockchain networks with DexPaprika by CoinPaprika.
• DevHub: Manage and utilize website content within the DevHub CMS platform
• DevRev: An MCP server to integrate with DevRev APIs to search through your DevRev Knowledge Graph where objects can be imported from diff. Sources
• Dynatrace: Manage and interact with the Dynatrace Platform for real-time observability and monitoring.
• E2B: Run code in secure sandboxes hosted by E2B
• Edgee: Deploy and manage Edgee components and projects
• EduBase: Interact with EduBase, a comprehensive e-learning platform with advanced quizzing, exam management, and content organization capabilities
• Elasticsearch: Query your data in Elasticsearch
• 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
• Github: GitHub’s official MCP Server
• GibsonAI: AI-Powered Cloud databases: Build, migrate, and deploy database instances with AI
• Gitea: Interact with Gitea instances with MCP.
• Gitee: Gitee API integration, repository, issue, and pull request management, and more.
• Glean: Enterprise search and chat using Glean’s API.
• Gyazo: Search, fetch, upload, and interact with Gyazo images, including metadata and OCR data.
• gotoHuman: Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your gotoHuman inbox.
• Grafana: Search dashboards, investigate incidents and query datasources in your Grafana instance
• Grafbase: Turn your GraphQL API into an efficient MCP server with schema intelligence in a single command.
• Graphlit: Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable Graphlit project.
• GreptimeDB: Provides AI assistants with a secure and structured way to explore and analyze data in GreptimeDB.
• Heroku: Interact with the Heroku Platform through LLM-driven tools for managing apps, add-ons, dynos, databases, and more.
• Hologres: Connect to a Hologres instance, get table metadata, query and analyze data.
• Honeycomb: Allows Honeycomb Enterprise customers to query and analyze their data, alerts, dashboards, and more; and cross-reference production behavior with the codebase.
• HubSpot: Connect, manage, and interact with HubSpot CRM data
• Hyperbrowser: Hyperbrowser is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation.
• IBM wxflows: Tool platform by IBM to build, test and deploy tools for any data source
• ForeverVM: Run Python in a code sandbox.
• Inbox Zero: AI personal assistant for email Inbox Zero
• Inkeep: RAG Search over your content powered by Inkeep
• 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.
• Klavis ReportGen: Create professional reports from a simple user query.
• KWDB: Reading, writing, querying, modifying data, and performing DDL operations with data in your KWDB Database.
• Lara Translate: MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.
• Logfire: Provides access to OpenTelemetry traces and metrics through Logfire.
• Langfuse Prompt Management: Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts.
• LaunchDarkly: LaunchDarkly is a continuous delivery platform that provides feature flags as a service and allows developers to iterate quickly and safely.
• Linear: Search, create, and update Linear issues, projects, and comments.
• Lingo.dev: Make your AI agent speak every language on the planet, using Lingo.dev Localization Engine.
• Litmus.io: Official MCP server for configuring Litmus Edge for Industrial Data Collection, Edge Analytics & Industrial AI.
• Mailgun: Interact with Mailgun API.
• Make: Turn your Make scenarios into callable tools for AI assistants.
• MCP Toolbox for Databases: Open source MCP server specializing in easy, fast, and secure tools for Databases. Supports AlloyDB, BigQuery, Bigtable, Cloud SQL, Dgraph, MySQL, Neo4j, Postgres, Spanner, and more.
• Meilisearch: Interact & query with Meilisearch (Full-text & semantic search API)
• Memgraph: Query your data in Memgraph graph database.
• Metoro: Query and interact with kubernetes environments monitored by Metoro
• Mercado Pago: Mercado Pago’s official MCP server.
• Microsoft Clarity: Official MCP Server to get your behavioral analytics data and insights from Clarity
• Microsoft Dataverse: Chat over your business data using NL - Discover tables, run queries, retrieve data, insert or update records, and execute custom prompts grounded in business knowledge and context.
• Milvus: Search, Query and interact with data in your Milvus Vector Database.
• Momento: Momento Cache lets you quickly improve your performance, reduce costs, and handle load at any scale.
• MongoDB: Both MongoDB Community Server and MongoDB Atlas are supported.
• 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
• Netlify: Create, build, deploy, and manage your websites with Netlify web platform.
• Notion: This project implements an MCP server for the Notion API.
• OceanBase: MCP Server for OceanBase database and its tools
• Octagon: Deliver real-time investment research with extensive private and public market data.
• OlaMaps: Official Ola Maps MCP Server for services like geocode, directions, place details and many more.
• OP.GG: Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics.
• OpsLevel: Official MCP Server for OpsLevel.
• Oxylabs: Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction.
• Paddle: Interact with the Paddle API. Manage product catalog, billing and subscriptions, and reports.
• Pagos: Interact with the Pagos API. Query Credit Card BIN Data with more to come.
• PayPal: PayPal’s official MCP server.
• Perplexity: An MCP server that connects to Perplexity’s Sonar API, enabling real-time web-wide research in conversational AI.
• Pinecone: Pinecone’s developer MCP Server assist developers in searching documentation and managing data within their development environment.
• Pinecone Assistant: Retrieves context from your Pinecone Assistant knowledge base.
• Prisma: Create and manage Prisma Postgres databases
• Pulumi: Deploy and manage cloud infrastructure using Pulumi.
• Pure.md: Reliably access web content in markdown format with pure.md (bot detection avoidance, proxy rotation, and headless JS rendering built in).
• Put.io: Interact with your Put.io account to download torrents.
• Ragie: Retrieve context from your Ragie (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
• Redis: The Redis official MCP Server offers an interface to manage and search data in Redis.
• Redis Cloud API: The Redis Cloud API MCP Server allows you to manage your Redis Cloud resources using natural language.
• Snyk: Enhance security posture by embedding Snyk vulnerability scanning directly into agentic workflows.
• 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 by Riza
• Root Signals: Improve and quality control your outputs with evaluations using LLM-as-Judge
• 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) powered by Tavily
• Terraform: Seamlessly integrate with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development powered by Terraform
• Thirdweb: Read/write to over 2k blockchains, enabling data querying, contract analysis/deployment, and transaction execution, powered by Thirdweb
• Tianji: Interact with Tianji platform whatever selfhosted or cloud platform, powered by Tianji.
• TiDB: MCP Server to interact with TiDB database platform.
• Tinybird: Interact with Tinybird serverless ClickHouse platform
• Tldv: Connect your AI agents to Google-Meet, Zoom & Microsoft Teams through tl;dv
• UnifAI: Dynamically search and call tools using UnifAI Network
• Unstructured: Set up and interact with your unstructured data processing workflows in Unstructured Platform
• Upstash: Manage Redis databases and run Redis commands on Upstash with natural language.
• Vectorize: Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
• Verbwire: Deploy smart contracts, mint NFTs, manage IPFS storage, and more through the Verbwire API
• Verodat: Interact with Verodat AI Ready Data platform
• VeyraX: Single tool to control all 100+ API integrations, and UI components
• WayStation: Universal MCP server to connect to popular productivity tools such as Notion, Monday, AirTable, and many more
• WaveSpeed: WaveSpeed MCP server providing AI agents with image and video generation capabilities.
• Xero: Interact with the accounting data in your business using our official MCP server
• YugabyteDB: MCP Server to interact with your YugabyteDB database
• 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

In addition to reference and third-party servers, UBOS Asset Marketplace also hosts a vibrant ecosystem of community-developed servers. These servers demonstrate the diverse applications of MCP across various domains, offering developers a wealth of options to choose from.

Note: Community servers are untested and should be used at your own risk. They are not affiliated with or endorsed by Anthropic.

With hundreds of community-developed servers available, you’ll find integrations for virtually any tool or service you can imagine.

Frameworks

For developers looking to build their own MCP servers or clients, UBOS Asset Marketplace provides access to high-level frameworks that simplify the development process. These frameworks offer pre-built components and tools that accelerate development and ensure compliance with MCP standards.

Use Cases for MCP Servers

The applications of MCP servers are vast and span across various industries. Some notable use cases include:

• Customer Service: Integrate LLMs with CRM systems to provide personalized customer support and automate responses to common queries.
• Data Analysis: Connect LLMs to databases and data warehouses to perform data analysis, generate reports, and identify trends.
• Content Creation: Enable LLMs to access content management systems and generate articles, blog posts, and marketing materials.
• Software Development: Integrate LLMs with code repositories and development tools to automate code generation, debugging, and testing.
• Financial Analysis: Connect LLMs to financial data sources to perform market research, analyze investment opportunities, and generate financial reports.

Getting Started with MCP Servers on UBOS Asset Marketplace

Getting started with MCP servers on UBOS Asset Marketplace is easy. Simply browse the marketplace, select the servers that meet your needs, and follow the instructions to integrate them with your LLM. UBOS provides comprehensive documentation and support to guide you through the process.

Using MCP Servers in this Repository

Typescript-based servers in this repository can be used directly with npx.

For example, this will start the Memory server:

sh npx -y @modelcontextprotocol/server-memory

Python-based servers in this repository can be used directly with uvx or pip. uvx is recommended for ease of use and setup.

For example, this will start the Git server:

sh

With uvx

uvx mcp-server-git

With pip

pip install mcp-server-git python -m mcp_server_git

Follow these instructions to install uv / uvx and these to install pip.

Using an MCP Client

However, running a server on its own isn’t very useful, and should instead be configured into an MCP client. For example, here’s the Claude Desktop configuration to use the above server:

{ “mcpServers”: { “memory”: { “command”: “npx”, “args”: [“-y”, “@modelcontextprotocol/server-memory”] } } }

Additional examples of using the Claude Desktop as an MCP client might look like:

{ “mcpServers”: { “filesystem”: { “command”: “npx”, “args”: [“-y”, “@modelcontextprotocol/server-filesystem”, “/path/to/allowed/files”] }, “git”: { “command”: “uvx”, “args”: [“mcp-server-git”, “–repository”, “path/to/git/repo”] }, “github”: { “command”: “npx”, “args”: [“-y”, “@modelcontextprotocol/server-github”], “env”: { “GITHUB_PERSONAL_ACCESS_TOKEN”: “<YOUR_TOKEN>” } }, “postgres”: { “command”: “npx”, “args”: [“-y”, “@modelcontextprotocol/server-postgres”, “postgresql://localhost/mydb”] } } }

UBOS: The Full-Stack AI Agent Development Platform

UBOS is a full-stack AI Agent Development Platform focused on bringing AI Agents to every business department. Our platform helps you orchestrate AI Agents, connect them with your enterprise data, build custom AI Agents with your LLM model and Multi-Agent Systems.

Key Features of UBOS

• AI Agent Orchestration: Design and manage complex AI Agent workflows with ease.
• Enterprise Data Connectivity: Securely connect AI Agents to your existing enterprise data sources.
• Custom AI Agent Development: Build custom AI Agents tailored to your specific business needs.
• Multi-Agent Systems: Create sophisticated AI systems that leverage the power of multiple agents working together.

Join the UBOS Community

UBOS is committed to fostering a vibrant community of AI developers and enthusiasts. Join our community to connect with other developers, share your experiences, and contribute to the development of the UBOS platform.

Conclusion

MCP servers are essential components for unlocking the full potential of LLMs. UBOS Asset Marketplace provides a comprehensive ecosystem of MCP servers, frameworks, and resources to help developers build secure, efficient, and versatile AI-powered applications. Whether you’re a seasoned AI expert or just getting started, UBOS has everything you need to succeed in the world of AI Agents.