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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Layer.ai MCP Server

A comprehensive MCP server that bridges Layer.ai's platform to generate and manage 2D game assets, sprites, and backgrounds with features like prompt optimization and automatic local saving.

5 tools

Budget Allocator

An interactive tool for visualizing and managing budget allocations across business categories with real-time charts and industry benchmarks. It allows users to adjust spending distributions and compare them against historical trends and startup stage data.

Salesforce CLI Connect MCP

This MCP server provides a setup wizard that automates Salesforce CLI installation and OAuth authentication to bridge Claude Desktop with Salesforce.

Dify MCP Server

A simple note storage system that enables Claude to create, access, and summarize plain text notes with customizable detail levels.

Elasticsearch/OpenSearch MCP Server

An MCP server for interacting with Elasticsearch and OpenSearch clusters, enabling document searching, index management, and cluster health monitoring through standardized tools.

16 tools

Kustomize MCP

An MCP server for analyzing and refactoring Kubernetes Kustomize configurations, enabling AI models to compute dependencies, render overlays, and compare manifest changes across checkpoints.

6 tools

Rasmio MCP Server

A specialized MCP server for accessing the Rasmio API to retrieve comprehensive data on Iranian companies and individuals, including registration status and contact information.

2 tools

Creative Ideation MCP Server

A creative brainstorming tool that uses Google Gemini to generate diverse thematic categories and options, featuring a unique random sampling mechanism to bypass repetitive AI patterns.

1 tool

Financial MCP Server

A comprehensive financial MCP server that provides real-time currency exchange rates, live stock market data via Alpha Vantage, and local transaction analysis from CSV databases.

10 tools

Market Data MCP Server

Enables fetching market and options data including OHLCV prices, option chains, Greeks, and corporate events through a pluggable FastAPI service. Supports creating aligned training datasets for financial analysis and uses yfinance by default with support for custom data providers.

Rytnow MCP Server

Enables AI assistants to interact with Rytnow project management platform, supporting task management, time tracking, plan creation, and team collaboration through natural language commands.

Kedro RAG MCP

Retrieval-augmented generation (RAG) server for the Kedro framework that enables querying documentation through a local knowledge base. It processes Kedro's documentation files to provide context-aware assistance for building modular and reproducible data science pipelines.

TinyTasks MCP Server

A hybrid MCP server for task management that integrates with Claude Desktop and Claude Web via a NestJS API. It enables users to create, track, and update personal tasks with comprehensive statistics and status management.

8 tools

MCP Odoo Server

A robust MCP server that interfaces with Odoo ERP systems via XML-RPC and JSON-RPC, enabling AI assistants to perform CRUD operations, query models, and manage server modules.

15 tools

multi-mail

pexbot-mcp

An MCP server for the pex.bot AI simulated crypto exchange that enables users to manage accounts, check real-time market data, and execute trades. It provides tools for profile management, order execution, and asset tracking within a simulated cryptocurrency trading environment.

hello-mcp

A minimal learning-focused MCP server that demonstrates core primitives like tools and resources through simple greeting functions. It provides a foundational example for connecting AI models to external data using both Streamable HTTP and stdio transports.

Google Calendar MCP Server

A Google Calendar MCP server that allows AI assistants to manage schedules, view calendars, and create Google Meet events through natural conversation using Nango for secure authentication.

6 tools

AgentBTC MCP Server

Enables AI agents to perform Bitcoin and Lightning Network payments using a non-custodial, zero-trust architecture. It provides 13 tools for wallet management, invoice creation, and payment processing while keeping node credentials local to the user's machine.

mid-os-research-protocol

MCP Email Server

A unified email management MCP server supporting both Gmail (OAuth2) and IMAP accounts, enabling cross-account search, email retrieval, archiving, and sending through a single interface.

9 tools

polydev-ai

Query multiple AI models (GPT-4, Claude, Gemini, Grok) in parallel for diverse perspectives. Get different expert viewpoints when stuck or need enhanced reasoning.

FMP MCP Server

An MCP server that provides tools for financial analysis and investment research using the Financial Modelling Prep API. It enables users to access real-time stock quotes, financial statements, key metrics, and market sector performance data.

Contxture

Official Contxture MCP server to search for coding standards, blueprints examples.

fal-mcp

An MCP server that integrates fal.ai's image generation and editing capabilities into MCP-compatible clients. It enables text-to-image generation, style application via LoRAs, and image editing using natural language instructions.

Substack Reader MCP Server

An MCP server that allows users to browse and read Substack newsletters directly within Claude by listing subscriptions, fetching feeds, and retrieving full post content.

5 tools

LunaTask MCP Server

A comprehensive MCP server bridge for LunaTask that allows AI models to manage tasks, notes, journal entries, and contacts while fully respecting end-to-end encryption for security.

11 tools

Hacker News MCP Server

Enables AI assistants to access Hacker News content through 9 comprehensive tools for fetching stories, comments, user profiles, and job postings. Supports flexible output formats, pagination, and various story categories (top, new, best, Ask HN, Show HN).

Mem0 MCP Server

Enables AI applications to add, search, update, and delete long-term memories using the Mem0 Memory API, allowing agents to persistently remember user preferences, conversation history, and contextual information across sessions.

Weather MCP Server

A Model Context Protocol compatible server that provides weather information for any city using Ollama's LLM capabilities through an exposed get-weather tool.