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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

azure-ai-foundry__mcp-foundry.8902e5c9

gmail-mcp

MCP server for Gmail access through LIAM email assistant

Axivion MISRA C:2012 Compliance Agent

An MCP server that integrates with GitHub Copilot to analyze Axivion static-analysis reports and provide MISRA C:2012 compliance assistance. It offers deep rule explanations, rationale, and confidence-scored fix suggestions for identified code violations.

Playwright MCP Server

A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages, take screenshots, generate test code, scrape web content, and execute JavaScript in a real browser environment.

raisers-edge-nxt-mcp-server-by-cdata

A read-only MCP server that enables LLMs to query live Raisers Edge NXT data using natural language by wrapping the CData JDBC driver into a relational SQL interface.

3 tools

Obsidian RAG MCP Server

Enables semantic search and content retrieval from local Obsidian vaults through the Model Context Protocol. It allows AI assistants to query notes by meaning, filter by tags, and access full note content for enhanced knowledge integration.

mcp-openmediavault

Enables AI assistants to monitor and manage OpenMediaVault NAS systems by providing access to storage, network shares, user accounts, and system services. It supports OMV 5 and 6 via the JSON-RPC API for comprehensive hardware and configuration oversight through natural language.

VoiceAI-MCP-VAVicky

Best VoiceAI White Label Platform for Agencies with Full MCP Connectivity to Any Platform for Custom VoiceAi & AI Chat Integrations and You Keep 100% of the Profits

DevRag

Markdown vector search MCP server for Claude Code. Natural language search for markdown files using multilingual-e5-small embeddings.

Perplexity MCP Server

Exposes Perplexity AI's search capabilities to Claude, enabling real-time web search and information retrieval within the assistant. The project is currently in active development with plans to support Perplexity Spaces and multi-source data synthesis.

zellij-mcp

MCP server that exposes Zellij terminal multiplexer operations as tools for AI coding agents

@purpleflea/casino-mcp

MCP server for AI agent casino — provably fair gambling with 0.5% house edge. Coin flip, dice, roulette, crash, custom odds. Kelly Criterion bankroll protection. By Purple Flea.

@purpleflea/trading-mcp

MCP server for AI agent trading — 275+ perpetual markets including TSLA, NVDA, GOLD, SILVER via Hyperliquid HIP-3. Stocks, commodities, crypto, forex. By Purple Flea.

@agent-forge-copilot/cli

Context Engineering Toolkit — generate GitHub Copilot customization files (agents, prompts, instructions, skills, hooks, MCP servers, agentic workflows) via a multi-agent AI pipeline with interactive CLI and 11 built-in templates.

banana-boat

Banana Boat English | 日本語 A single-binary MCP server for Gemini image generation Features • Installation • Quick Start • Configuration • Architecture • Contributing What is Banana Boat? Banana Boat is a Model Context Protocol (MCP) server that enables AI assistants like Claude to generate images usi

copilot-studio-agent-direct-line-mcp

A TypeScript-based MCP server that integrates Microsoft Copilot Studio Agents into development environments via the Direct Line 3.0 API, allowing developers to interact with agents directly from their code editor.

4 tools

mcp-sqlite-server

MCP server for SQLite — query databases, inspect schemas, explain queries, and export data from your IDE

mcp-server-dns

MCP server for DNS lookups, reverse DNS, WHOIS, and domain checks — zero auth, zero config

MCP Work History Server

A Model Context Protocol server that enables AI tools to automatically log their activities with detailed metrics like timestamps, token usage, and costs into daily markdown worklog files.

kindlyguard

Security-focused MCP server protecting against unicode attacks, injection threats, and other AI vulnerabilities

social-research-mcp

An MCP server for cross-platform social media research that enables scraping, semantic search, and analysis across seven major social platforms. It uses Apify for data retrieval and stores results in a local database for AI-powered trend detection and profile analysis.

testcollab-mcp-server

Manage test cases in TestCollab directly from your AI coding assistant. List, create, and update test cases with filtering, sorting, and pagination support. Streamline your QA workflow with a governance layer that integrates test case management into your development environment.

Toolkits MCP

A collection of image processing tools that enables users to optimize images, remove backgrounds using AI, and generate favicons from logo files locally.

EVM Blockchain Bridge

MCP (Model Context Protocol) Server. Provides a bridge to Ethereum Virtual Machine (EVM) compatible blockchains, enabling wallet management, blockchain data queries, and DeFi operations like token transfers and swaps through PancakeSwap integration.

19 tools

MCP Bluesky Stock Sentiment

Analyzes recent Bluesky posts about stocks and provides sentiment analysis using Cloudflare Workers AI. Searches for stock-related content on Bluesky and returns sentiment summaries with confidence scores and post details.

mcp-server-npm-search

MCP server to search npm packages, view details, compare, check downloads, and inspect dependencies from your IDE

StratoForce AI Revenue Intelligence

15 AI revenue intelligence tools for Salesforce — pipeline, deals, coaching, competitors.

mcp-server

Generate tailored resumes via AI agents using KlevrCV. Returns a signed PDF download URL.

FMP MCP Server

Provides financial data from Financial Modeling Prep for AI-assisted investment research, including company profiles, financial statements, and analyst ratings. It features high-level workflow tools for market analysis and atomic tools for deep dives into valuation and institutional ownership.

Skill MCP Server

A modular plugin system that allows AI agents to dynamically load and use 'skills' from local folders without code changes or restarts. It enables instant capability extension through script execution, hot reloading, and resource bundling.