AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Expense Tracker MCP
An AI-powered expense tracking server that provides natural language transaction management, intelligent categorization via embeddings, and subscription analysis.
Postman MCP Generator
A server that implements the Model Context Protocol (MCP) standard, enabling LLMs like Claude to interact with selected Postman API requests through generated JavaScript tools.
Feature Suggestions (Supabase)
A Supabase-connected MCP server that allows AI assistants to query and retrieve feature requests directly from a database table.
Multi-Agent RAG MCP Server
A multi-agent RAG system for legal-tech that automates document classification, Spanish legal deadline extraction, and strategic business intelligence using Supabase and pgvector.
MCP Framework
A middleware system that connects large language models (LLMs) with various tool services through an OpenAI-compatible API, enabling enhanced AI assistant capabilities with features like file operations, web browsing, and database management.
MCP Weather Sample
A demonstration project for Model Context Protocol (MCP) that integrates weather services with multiple AI models (Claude, GPT, Gemini), enabling natural language queries for weather alerts and forecasts.
PromptForge MCP Server
Intelligently optimizes and enhances user prompts before execution using pattern matching, domain-specific enhancements, and analytics tracking for consistent AI outputs across marketing, data analysis, tax/accounting, and code generation domains.
Bing Flights MCP Server
Enables flight search and price comparison by scraping flight information from Bing Flights. Supports one-way and round-trip searches with customizable passenger counts, cabin classes, and booking details.
Kali MCP Server
A robust MCP server that interfaces with Kali Linux security tools, allowing AI assistants to perform authorized network scanning, web penetration testing, and vulnerability research through a secure and validated command layer.
Security Testing MCP Server
A comprehensive security testing interface that exposes popular Kali Linux tools like Nmap, SQLMap, and Nikto to AI assistants for educational and authorized penetration testing.
Autotask MCP Server
A Model Context Protocol server that enables natural language querying of Kaseya's Autotask PSA data through AI assistants, supporting contract analysis, ticket tracking, agent activities, and project status monitoring.
mcp
Give AI assistants access to real-time search data through SearchApi.
MCP Todo.txt Integration
A server implementation that enables LLMs to programmatically manage tasks in Todo.txt files using the Model Context Protocol (MCP), supporting operations like adding, completing, deleting, listing, searching, and filtering tasks.
FirstPromoter MCP Server
An MCP server that provides AI assistants with access to the FirstPromoter affiliate management platform for managing referrals, promoters, campaigns, and commissions. It is designed for remote multi-user deployment and supports operations via HTTP/SSE transport.
Arca MCP
An MCP server providing semantic memory storage and retrieval using vector embeddings powered by LanceDB and Google Gemini. It supports multi-tenant isolation and bucket-based organization for managing structured memories through natural language queries.
MCP Serp
An MCP server that provides structured Google Search capabilities including web, images, news, videos, maps, and local places via the AceDataCloud SERP API. It enables AI clients to perform localized searches and retrieve detailed information from the Google Knowledge Graph.
Seafile MCP Server
Connects Claude to your self-hosted or cloud-based Seafile storage for managing libraries and files through natural language. It enables users to browse directories, read file contents, and perform file operations like moving, renaming, or searching across their private infrastructure.
Smart Connections MCP Server
Enables semantic search and knowledge graph exploration of Obsidian vaults using Smart Connections embeddings. Provides intelligent note discovery, similarity search, and connection mapping through natural language queries.
VOICEVOX
MCP (Model Context Protocol) Server. Enables AI to generate natural-sounding Japanese voice audio from text through integration with the VOICEVOX engine, supporting configurable parameters like speaker ID and speech speed.
MCP Airtable Server
Provides tools for AI assistants to interact with Airtable databases, enabling CRUD operations on Airtable bases and tables.
Terminal Control MCP
Enables AI agents to interact with terminal-based TUI applications by capturing visual terminal output as PNG screenshots and simulating keyboard input through a virtual X11 display.
Planka MCP Server
A Model Context Protocol server that enables AI assistants like Claude to interact directly with Planka Kanban boards, allowing automated management of projects, tasks, and workflows through conversational interfaces.
Kagami
Kagami is a specialized Playwright-based MCP server built for the Claude Code Web environment, enabling browser automation via a secure JWT authentication proxy and Firefox.
gerbil-mcp
Provides AI assistants with live access to a Gerbil Scheme environment to evaluate expressions, look up module exports, and check syntax. It enables real-time interaction with the gxi runtime for macro expansion and symbol searching.
Oceanir Memory
Provides persistent long-term memory for AI coding agents by storing entities, relations, and observations across different sessions. It enables users to manage and query structured knowledge like coding preferences, project patterns, and technical solutions via a graph-based storage system.
Stabile-Loyalty-Rewards-AI
Stabile exposes high-utility primitives for issuing loyalty rewards and calculating transaction incentives, allowing AI agents to mathematically reason through merchant economics. It bridges the gap between loyalty ledgers and agentic decision-making using standardized tool schemas.
OssHub
Provides unified access to multiple cloud object storage services (Huawei OBS, Alibaba OSS, AWS S3, MinIO) enabling AI assistants to list, search, retrieve, and manage unstructured data across different storage providers.
XRPL Agent Wallet MCP
Provides secure, policy-controlled wallet infrastructure for AI agents to autonomously manage XRP Ledger wallets and sign transactions. It features a tiered security model with encrypted key storage, a declarative policy engine, and full audit trails for compliance.
Sequenzy MCP Server
Enables management of AI-powered email marketing automation, including subscriber segments, campaigns, and templates. It allows users to generate email sequences with AI and track detailed analytics through natural language commands.
oeradio-mcp
Amateur radio MCP server with band plans, EIRP, cable loss, antenna gains, and more