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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

zk-mcp

1

A specialized MCP server that integrates the zk plain-text note-taking system with LLMs, allowing users to search, manage, and analyze note relationships.

5 tools

ChromaDB

1

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

1

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

1

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

1

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

1

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

1

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.

34 tools

Audius

1

Audius + AI = Atris. Interact with fans, stream music, tip your favorite artists, and more on Audius: all through Claude.

12 tools

Pharos

1

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.

1 tool

Binance Smart Chain

1

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.

1 tool

DeepSeek R1 Reasoning

1

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

1

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.

3 tools

OpenNeuro

1

Unofficial MCP server for OpenNeuro, providing access to open neuroimaging datasets, study metadata, and brain imaging data for neuroscience research and analysis.

1 tool

SSH MCP Server

1

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).

6 tools

Symbol Blockchain

1

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

1

Unofficial MCP server for the Open Targets Platform, providing access to target-disease associations, drug discovery data, and therapeutic hypothesis generation for biomedical research.

1 tool

Avalanche

1

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.

2 tools

@remem/mcp-server

Validated
1

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.

6 tools

Perplexity Research

1

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.

1 tool

Oracle

Validated
1

- Oracle Database integration in NodeJS with configurable access controls, query explain, stats and schema inspection

3 tools

Onyx MCP Sandbox

1

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.

1 tool

HTML-to-PDF Generator

1

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

1

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

1

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.

20 tools

JSON to Excel by WTSolutions

1

Converting JSON into CSV format string from (1) JSON data, (2) URLs pointing to publiclly available .json files.

2 tools

Search MCP Server

1

Recommends the most relevant MCP servers based on the client's query by searching this README file.

2 tools

Slim Utility Suite

1

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.

3 tools

RTM MCP Server

1

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

1

A secure Model Context Protocol server that connects to Proton Bridge, allowing AI assistants to read, search, and send encrypted emails via ProtonMail.

5 tools

ClickUp

Failed
1

MCP server for ClickUp task management, supporting task creation, updates, bulk operations, and markdown descriptions.

33 tools