AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
mcp-server
A specialized MCP server for Superlines AI visibility analytics, allowing users to query brand visibility, citation metrics, and competitor sentiment across AI-powered search engines.
Daily Calorie Tracker MCP Server
A health-focused MCP server that enables natural language calorie tracking, meal logging, and comprehensive nutritional reporting using an integrated SQLite database.
souschef
SousChef is a comprehensive migration platform designed to facilitate the transition from Chef to Ansible. It provides tools for cookbook analysis, resource-to-task conversion, InSpec testing migration, and Chef Habitat containerization.
aifais-mcp-server
The official AIFAIS MCP server provides specialized tools for the Dutch market, including AI-driven invoice scanning, legal document analysis, HR recruitment screening, and business document generation.
mcp
The Ambient Code Platform MCP server enables delegation of long-running or resource-intensive AI tasks to Kubernetes-hosted Claude agents running on OpenShift.
remote-mcp-server-authless
A template and guide for deploying a remote Model Context Protocol (MCP) server on Cloudflare Workers without authentication. It serves as a boilerplate for developers to build and host their own custom MCP tools and services.
mcp_OVS
A prototype business tool MCP server built for the Cloud.ru hackathon, designed to integrate external business logic with Evolution AI Agents through a FastAPI-based JSON-RPC endpoint.
Ronin Defense MCP
A security-focused MCP server designed to detect and sanitize hidden-payload attacks and malicious prompt injections in agentic IDE communications. It acts as a defensive proxy to protect LLMs from adversarial content delivery during tool execution.
regennexus-mcp
A specialized MCP server that enables AI clients to control physical hardware, robotics, and sensors through the RegenNexus Universal Adapter Protocol, supporting both direct local access and remote mesh networking.
Lorem Ipsum By Api Ninjas
An MCP server that provides access to the API Ninjas Lorem Ipsum service, allowing users to generate placeholder text with customizable lengths, paragraph counts, and formatting options.
Slack Search MCP Server
Searches Slack workspaces using the search.messages API, providing filtered message details like text, timestamps, and permalinks with full pagination support.
Bitburner MCP Server
A bridge for the Bitburner Remote API that enables AI models to interact with the game through file management and remote method tools. It supports stdio and HTTP transports, featuring a local dashboard for monitoring connection status and events.
MasterGo Magic MCP
A tool that connects AI models to MasterGo design tools, allowing for the direct retrieval of DSL data, component documentation, and metadata from design files to streamline frontend development workflows.
atlassian-mcp-server
A robust MCP server for Atlassian Jira and Confluence Cloud that allows LLMs to manage project issues, search content via JQL/CQL, and perform full document lifecycle operations on pages.
Remote MCP Server (Authless)
A template for deploying authentication-free MCP servers on Cloudflare Workers, allowing for rapid deployment of custom tools accessible via SSE.
Malicious Scanner MCP Server
A specialized MCP server for the Malicious Scanner API that provides real-time security analysis of URLs, including malware detection, spam classification, and domain age verification.
juba-mcp
An MCP server for searching the Jurisprudencia de Buenos Aires (JUBA) database for legal summaries and full-text judicial rulings. It enables AI assistants to perform advanced searches across various legal matters from the Supreme Court of the Province of Buenos Aires.
Humotica - RABEL
Local-first AI memory with semantic search, graph relations, and soft pipelines. Mem0 inspired, Humotica evolved. (Mem0RABEL)
SoftwareOne Marketplace MCP Server
Provides AI assistants with access to the SoftwareOne Marketplace API, enabling natural language queries of products, orders, and invoices with full RQL support for filtering and searching across 263 API endpoints.
Playwright MCP
Enables LLMs to perform browser automation and web page interactions using Playwright's accessibility tree instead of screenshots. Provides fast, deterministic web automation through structured data without requiring vision models.
AI Book Agent MCP Server
A local, privacy-focused RAG server that indexes ML textbooks to provide AI assistants with source-grounded search, chapter retrieval, and documentation generation capabilities.
saij-mcp
Connects AI clients to Argentina's official legal database (SAIJ) to search and retrieve court rulings, legislation, summaries, and legal doctrine. It enables users to perform keyword searches and fetch detailed metadata and summaries for Argentinian legal research.
Marketfiyati MCP Server
Enables searching and comparing product prices across Turkish supermarket chains (BIM, A101, Migros, SOK, etc.) with location-based filtering. Provides access to Turkish market data from marketfiyati.org.tr for price tracking and comparison.
Google News22 MCP Server
An MCP server that provides structured access to Google News via the News22 API, supporting keyword searches, top headlines, and localized news by topic or geolocation.
Zhipu Text-to-Image MCP Server
A text-to-image generator using Zhipu AI's CogView-4 API, enabling automated image creation from prompts via MCP clients.
Nano Banana Pro MCP Server
Provides Google Gemini 2.0 Flash native image generation and editing capabilities for MCP-compatible assistants, supporting text-to-image, image compositions, and iterative refinements.
Company MCP Server
Enables AI to interact with internal company systems through API integration, supporting data search, information updates, report generation, and system connectivity.
Cloudera Iceberg MCP Server
A Model Context Protocol server providing read-only access to Iceberg tables via Apache Impala, allowing LLMs to inspect schemas and execute SQL queries.
Markdown2PDF MCP Server
Converts Markdown documents to PDF files with support for syntax highlighting, custom styling, Mermaid diagrams, optional page numbers, and configurable watermarks.
MCP MS SQL Server
A standardized interface for AI models to interact with Microsoft SQL Server, enabling SQL execution, table listing, and schema inspection via MCP.