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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Pi-hole MCP Server

Enables control of Pi-hole v6 ad blocking, allowing users to toggle DNS blocking status and retrieve real-time statistics like query counts and blocked domains. It provides a structured interface for monitoring and managing network-level ad filtering through the Pi-hole REST API.

Jeneen's MCP Agent

A multi-functional AI agent with an Arabic legal chatbot, Google search capability, and a VAE model that generates handwritten digit images.

mcpbluesky

An MCP server that enables users to interact with the Bluesky social network through comprehensive read and write API tools, including session management and timeline navigation. It also features a Jetstream-powered local SQLite database for indexing and searching Japanese posts.

BolideAI MCP

A comprehensive ModelContextProtocol server that provides AI-powered tools for marketing automation, content generation, research, and project management, integrating with various AI services to streamline workflows for developers and marketers.

RAGDocs (Vector Documentation Search)

MCP (Model Context Protocol) Server. Enables semantic documentation search and retrieval using vector databases, allowing for URL extraction, source management, and indexing queues with support for multiple embedding providers including Ollama and OpenAI.

7 tools

KawaFi

KawaFi is a comprehensive MCP server for the Hedera DeFi ecosystem, offering 36 tools for data analytics and transaction management across platforms like SaucerSwap, Bonzo Finance, and Stader.

36 tools

Obsidian MCP Server

Connects to Obsidian vaults via the Local REST API plugin, enabling AI-assisted Zettelkasten workflows including creating atomic notes, searching content, managing links and tags, and performing precise content editing operations.

Garmin Health MCP Server

Enables querying Garmin health data stored in Supabase through natural language, providing access to VO2 max trends, activity breakdowns, sleep statistics, and training load metrics.

7 tools

DebtStack.ai MCP Server

Provides AI agents with real-time access to corporate credit data, including debt structures, bond pricing, and guarantor chains extracted from SEC filings. It enables complex financial analysis such as screening companies by leverage, tracing corporate hierarchies, and searching covenant language.

MCP Vision Server

Provides advanced image analysis capabilities including object recognition, OCR text extraction, and multi-turn visual dialogues using OpenAI-compatible APIs. It supports both local files and Base64 inputs with additional features for session persistence and web-based configuration management.

@git-fabric/chat

An AI conversation management layer that enables creating chat sessions, persisting message history to GitHub, and performing semantic searches over past interactions. It supports multi-turn threading and context injection to integrate external memory sources into Claude conversations.

Etherscan

MCP (Model Context Protocol) Server. Integrates with Etherscan's API to provide Ethereum blockchain data tools for checking balances, viewing transactions, tracking transfers, fetching contract ABIs, monitoring gas prices, and resolving ENS names.

Postgres MCP Pro

An open source Model Context Protocol server for PostgreSQL that provides database health analysis, index tuning, query plan exploration, and safe SQL execution for AI agents throughout the development process.

Cross-LLM MCP Server

A Model Context Protocol server that provides unified access to multiple LLM APIs including ChatGPT, Claude, and DeepSeek, allowing users to call different LLMs from MCP-compatible clients and combine their responses.

Polybrain MCP Server

Enables AI agents to connect to and chat with multiple LLM models (OpenAI, OpenRouter, custom endpoints) with conversation history management and model switching capabilities.

Dune Analytics MCP Server

Provides access to Dune Analytics blockchain data through specialized tools for querying DEX trading volumes, Solana memecoin metrics, Chainlink revenue, Pump.fun platform statistics, and custom query execution.

MCP Wikipedia Server

A production-ready server that provides Wikipedia search and content retrieval tools through the Model Context Protocol, enabling AI assistants to search for articles, list sections, and retrieve specific content.

VLLM MCP Server

Enables text-only models to process images and other media formats by providing access to multimodal models from OpenAI and Dashscope (Alibaba Cloud). Supports flexible deployment options and comprehensive tooling for multimodal AI interactions.

coinrailz

A comprehensive MCP server providing 41 crypto-native and financial services including real-time blockchain analytics, trading signals, DEX data, and prediction market insights via the x402 micropayment protocol.

41 tools

SellerChamp MCP Server

An MCP server that enables AI agents to manage multi-marketplace e-commerce operations by connecting to the SellerChamp API. It supports inventory reporting, cross-listing analysis, order management, and bulk updates across platforms like Amazon, eBay, and Shopify.

Discourse MCP

A comprehensive MCP server for interacting with Discourse forums, supporting advanced search, topic/post management, chat channels, and administrative tasks via both Admin and User API keys.

19 tools

Trading Simulator

MCP (Model Context Protocol) Server. Enables AI models to interact with a multi-chain trading simulator API for executing trades, checking balances, retrieving token prices, and monitoring portfolio performance across Solana and Ethereum blockchains.

10 tools

Document Retrieval MCP Server

Enables AI agents to search and retrieve relevant document content from existing embeddings stored in Supabase vector database. Provides semantic search capabilities to find document chunks based on similarity to query text without generating new embeddings.

Supabase Storage MCP

Enables secure file and bucket management operations with Supabase Storage through enterprise-grade security features, batch uploads/downloads, and comprehensive file management capabilities. Supports both local file paths and base64 data with advanced transformations and auto-download functionality.

Kali Metasploit MCP Server

Enables interaction with Metasploit Framework for authorized security testing, including exploit searches, payload management, network scanning with nmap, and database operations for penetration testing workflows.

PatternStack

Provides crowdsourced package intelligence and security alerts for AI coding assistants by analyzing project dependencies and framework co-occurrence. It enables automated project scans, package alternative discovery, and data-driven recommendations across multiple programming ecosystems.

Endevor-MCP

A Model Context Protocol server providing 43 tools for Broadcom Endevor SCM interaction, enabling inventory browsing, element lifecycle management, and package workflows. It is designed for AI-driven mainframe operations and surgical, source-informed penetration testing of CICS applications.

MCP AI Bug Helper

Provides emergency coding assistance by querying three AI coding models simultaneously through OpenRouter, with automatic premium fallback on rate limits, returning multiple expert opinions with cost and latency telemetry for debugging and problem-solving.

Discord

MCP (Model Context Protocol) Server. Enables AI assistants to interact with Discord servers by providing tools for sending messages, reading history, listing channels, retrieving user information, and adding reactions using Discord.js and TypeScript.

5 tools

FastMCP Production Server

Provides secure filesystem operations, HTTP fetching with SSRF protection, JSON validation, artifact logging, and optional Redis key-value storage through both stdio and HTTP transports. Features production-ready security controls including sandbox enforcement, allowlist validation, and comprehensive input validation.