AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
zk-mcp
A specialized MCP server that integrates the zk plain-text note-taking system with LLMs, allowing users to search, manage, and analyze note relationships.
ChromaDB
MCP (Model Context Protocol) Server. Provides direct access to ChromaDB vector database capabilities for semantic search and document management with customizable parameters for collection creation, document operations, and similarity searches.
NCI GDC
The NCI GDC MCP server provides a natural language interface for researchers to query and analyze harmonized cancer genomic and clinical data from the National Cancer Institute's Genomic Data Commons.
Brewfather
MCP (Model Context Protocol) Server. Connects to Brewfather API for retrieving and analyzing homebrew inventory data, including detailed information about fermentables, hops, and yeasts for recipe formulation and brewing process planning.
Pipedream Workflow Components
MCP (Model Context Protocol) Server. Enables AI to configure and execute Pipedream workflow components across hundreds of apps and services without writing code, handling authentication flows and user credentials securely.
Technical Documentation Search
MCP (Model Context Protocol) Server. Connects AI assistants to technical documentation for popular libraries including LangChain, LlamaIndex, and OpenAI through targeted Google searches and content extraction.
Orgo MCP Server
Orgo MCP Server enables AI agents to provision and control virtual computers through 34 specialized tools for screen interaction, file management, shell execution, and video streaming.
Audius
Audius + AI = Atris. Interact with fans, stream music, tip your favorite artists, and more on Audius: all through Claude.
Pharos
Unofficial MCP server for the Pharos database by the National Center for Advancing Translational Sciences (NCATS), providing access to target, drug, and disease information for drug discovery research.
Binance Smart Chain
MCP (Model Context Protocol) Server. Enables blockchain operations on Binance Smart Chain including token deployment, trading, and asset management through Web3.py integration with PancakeSwap V3 for cryptocurrency workflows.
DeepSeek R1 Reasoning
MCP (Model Context Protocol) Server. Integrates with DeepSeek's R1 reasoning engine to enable advanced cognitive modeling and multi-step reasoning capabilities for complex problem-solving across various domains.
Observe
MCP (Model Context Protocol) Server. Integrates with Observe platform for performance monitoring through OPAL queries, dataset management, monitor configuration, and semantic search of troubleshooting runbooks to enable natural language root cause analysis and system reliability investigations.
OpenNeuro
Unofficial MCP server for OpenNeuro, providing access to open neuroimaging datasets, study metadata, and brain imaging data for neuroscience research and analysis.
SSH MCP Server
A production-ready Model Context Protocol server for SSH automation with background execution, file transfers, and comprehensive timeout protection. Features structured output, progress tracking, and enterprise-grade testing (87% coverage).
Symbol Blockchain
MCP (Model Context Protocol) Server. Enables interaction with the Symbol blockchain for querying account information, transaction data, and block details through automatically generated tools from the Symbol OpenAPI specification.
Open Targets
Unofficial MCP server for the Open Targets Platform, providing access to target-disease associations, drug discovery data, and therapeutic hypothesis generation for biomedical research.
Avalanche
MCP (Model Context Protocol) Server. Provides a bridge to the Avalanche blockchain CLI, enabling developers to interact with blockchain configurations, network management, and VM publishing across Mainnet, Fuji Testnet, and local development environments.
@remem/mcp-server
Remem is a local-first activity logger and personal memory assistant that captures daily work activities in SQLite, generates structured reports, and enables long-term reflection.
Perplexity Research
MCP (Model Context Protocol) Server. Enables internet research capabilities through Perplexity AI's API, retrieving up-to-date information with source citations while maintaining conversation context.
Oracle
- Oracle Database integration in NodeJS with configurable access controls, query explain, stats and schema inspection
Onyx MCP Sandbox
A secure MCP server that executes code in isolated Docker sandboxes. Supports Python, Java, C, C++, JavaScript, and Rust. Provides the `run_code` tool, enforces CPU/memory limits, includes comprehensive tests, and detailed setup instructions.
HTML-to-PDF Generator
MCP (Model Context Protocol) Server. Combines PDFKit and Puppeteer to generate PDFs from HTML content and programmatic layouts, enabling versatile document creation and web page snapshots.
Mermaid
MCP (Model Context Protocol) Server. Provides a bridge to mermaid.js for generating flowcharts, sequence diagrams, and other visualizations through natural language
Sectors Financial Data
MCP (Model Context Protocol) Server. Provides structured access to financial sector data through tools for retrieving subsectors, industries, index data, and company information for market research and financial analysis.
JSON to Excel by WTSolutions
Converting JSON into CSV format string from (1) JSON data, (2) URLs pointing to publiclly available .json files.
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Slim Utility Suite
MCP (Model Context Protocol) Server. Integrates diverse utility services including weather data, email, task management, currency conversion, and calendar functions through a RESTful API for seamless incorporation into applications.
RTM MCP Server
An MCP server that enables Claude to manage Remember The Milk tasks, lists, and notes using natural language and Smart Add syntax. It provides full API coverage for task manipulation, including priority settings, tags, and undo support.
ProtonMail Bridge
A secure Model Context Protocol server that connects to Proton Bridge, allowing AI assistants to read, search, and send encrypted emails via ProtonMail.
ClickUp
MCP server for ClickUp task management, supporting task creation, updates, bulk operations, and markdown descriptions.