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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

mcp_multi_agent

mcp-qdrant-codebase-embeddings

mcp-math

A specialized MCP server providing exact arithmetic and verification tools for mathematical problem solving, designed to be compatible with both Claude and Jupyter notebooks.

3 tools

specif-ai-mcp-server-archive

specif-ai-mcp-server

MultiversX MCP Server

Enables interaction with the MultiversX blockchain, allowing users to create wallets, check balances, and send or issue tokens (EGLD, Fungible, SFT, NFT, MetaESDT) through natural language.

mcp_email

An HTTP/SSE interface for IMAP and SMTP mail services that allows Claude and other MCP clients to read, search, and manage emails across multiple providers like Gmail and Outlook.

17 tools

superpower-mcp

Integrates the Superpowers skill library with Augment CLI, allowing AI assistants to access expert-crafted workflows, coding techniques, and best practices as tools.

2 tools

Weather MCP Server

A Model Context Protocol server that retrieves current weather information for any city using the OpenWeatherMap API, designed for integration with Claude Code.

MCPServer

An MCP server that provides semantic search capabilities by integrating with OpenSearch, featuring multi-index support, advanced filtering, and SSE transport.

1 tool

maiga-mcp

A comprehensive MCP server providing integration with the Maiga API for cryptocurrency market intelligence, offering technical analysis, social sentiment, KOL insights, and on-chain data.

6 tools

@schnick371/devsteps-mcp-server

A collaborative task tracking MCP server designed to synchronize workflows between developers and AI agents.

AI MCP ServiceNow

A Model Context Protocol server that integrates with ServiceNow instances, allowing users to utilize AI tools within ServiceNow without writing code.

Kubernetes AI Assistant

A robust Kubernetes management MCP server that combines kubectl and Helm operations with AI-powered diagnostics to automate cluster troubleshooting and resource management.

17 tools

mcp-subagents

Multi-Agent AI Orchestration via Model Context Protocol - Access specialized CLI AI agents (Aider, Qwen, Gemini, Goose, etc.) with intelligent fallback and configuration

ai-naming-standard-mcp

AI Governance Era v6.1: loungeservice-grade project initialization. Creates 8-folder structure with complete AI governance (AI_RULES.md, AI_ROLE_MATRIX.yaml, NAMING_EXCEPTIONS.md, DEVELOPMENT.md, project.md) and bridge files (.cursorrules, .windsurfrules)

backendless-console-sdk-mcp-server

A Model Context Protocol server that translates natural language into Backendless Console SDK operations, enabling AI assistants to manage databases, users, cloud code, and files.

1 tool

Food Tracker MCP Server

A nutrition tracking MCP server that integrates with the USDA FoodData Central database to search for food, log meals, and track daily macro goals using local SQLite storage.

6 tools

RAGandLLM-MCP

A simple MCP server that implements a note storage system with RAG capabilities, allowing users to store notes and generate summaries of stored content.

pdf_mcpserver

A Model Context Protocol server that enables local PDF retrieval through hybrid search without any API costs. It uses Docling for parsing and ChromaDB for local vector storage to provide high-quality document snippets to AI agents.

1 tool

mcp-superthread-plus

A comprehensive community-maintained MCP server for Superthread, offering widespread read/write access to cards, boards, roadmap projects, documentation, and team collaboration tools.

69 tools

Remote MCP Server on Cloudflare

Enables deployment of authentication-free MCP servers on Cloudflare Workers that can be accessed remotely from MCP clients like Claude Desktop or the Cloudflare AI Playground.

Image Generation MCP

A robust image generation server using Google's Gemini AI that provides pre-configured platform presets for social media, blogs, and video platforms with automated saving and embedded metadata.

2 tools

Bear App MCP Server

A Model Context Protocol server that integrates with Bear App, enabling AI assistants to create, search, modify, and organize notes and tags through X-callback-URL scheme.

xmltv-mcp

A specialized MCP server for accessing Tunarr XMLTV feed data, enabling users to query TV channels, current showtimes, upcoming schedules, and detailed programme information.

5 tools

superalink-mcp-analytics

A Mastra-based MCP server providing performance summaries for Stripe, PayPal, and Google Analytics 4 (BigQuery), alongside weather-driven activity suggestions.

mcp_servers

A production-grade MCP server combining Redshift database query capabilities with an AI-powered vector store for markdown knowledge bases.

7 tools

Jira MCP Server

Connects Jira with Claude, enabling users to search issues, view issue details, update issues, add comments, and retrieve project information through natural language commands.

MCP Wayback Machine Server

A comprehensive MCP server that interacts with the Internet Archive's Wayback Machine to archive web pages, retrieve historical snapshots, and analyze archival statistics without requiring API keys.

4 tools

BrowserAct-MCP

BrowserAct MCP Server is a standardized MCP service that lets MCP clients connect to the BrowserAct platform to discover and run browser automation workflows, access results/files and related storage, and trigger real-world actions via natural language.