AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Tensorboard Query
An MCP server for querying and analyzing TensorBoard event files.
Amazon S3
MCP (Model Context Protocol) Server. Provides a bridge to Amazon S3 storage services for listing buckets, browsing objects, retrieving file contents, uploading, downloading, and deleting files directly from conversations.
AutoNavi (Amap)
A comprehensive MCP server for China's AutoNavi (Amap) mapping service, providing geocoding, multi-modal route planning, and location-based data services.
Ticketmaster Events
MCP (Model Context Protocol) Server. Connects to Ticketmaster's Discover API to find upcoming events by artist, venue, location, or genre with ticket availability information, enabling users to discover local entertainment options and track favorite artists' tour schedules.
Dispatch Agent
An intelligent MCP server that provides specialized filesystem operations through ReAct sub-agents.
Moorcheh
Provides seamless integration with Moorcheh's Embedding, Vector Store, Search, and Gen AI Answer services.
Embedding Search
MCP (Model Context Protocol) Server. Provides embedding search capabilities for transcripts using a SQLite database, enabling efficient semantic retrieval of relevant text segments for applications like podcast analysis or content recommendation.
gitlab-mcp-server
EGMA: Enhanced GitLab MCP API Server, comes with 143+ tools for AI-powered GitLab integration, MCP server that connects AI assistants to GitLab with intelligent context awareness, URL deduction, and specialized tools for projects, issues, MRs, pipelines, and repository operations. Works with Claude Desktop, Amazon Q, Cursor
MBIT-Test
A specialized MCP server that enables AI assistants to conduct MBTI personality tests, manage session states, and provide detailed psychological analysis based on user responses.
mcpkit
A robust Rust SDK implementing the latest MCP protocol (2025-11-25), providing macros and typestate builders to easily create servers with tools, resources, and various transport layers.
EVE Online EST
Provides EVE Online Server Time (EST) and maintenance downtime calculations to help players track the daily 11:00-11:15 UTC maintenance window.
MySSL
MCP (Model Context Protocol) Server. Integrates with MySSL API to provide domain and IP security checking capabilities for verifying secure HTTPS deployments and monitoring SSL/TLS configurations.
GitHub Repository
MCP (Model Context Protocol) Server. Provides a GitHub repository context retrieval tool that enables AI models to access repository structures, file contents, and filtered file lists through GitHub token authentication.
storyblok-mcp-server
A comprehensive TypeScript MCP server providing 160 tools for the Storyblok Management API to automate content operations, workflows, and schema management.
GoDaddy Domain Availability
An MCP server that integrates with the GoDaddy OTE API to provide real-time domain availability, bulk TLD searches, and normalized pricing data for domain research.
Sentry
MCP (Model Context Protocol) Server. Connects AI to Sentry error tracking platform for retrieving and analyzing application errors, including stacktraces, error types, and occurrence statistics without context switching.
Vivid MCP
Open a Vivid Business account from your AI chat via MCP.
Lithic
MCP (Model Context Protocol) Server. Provides read-only access to Lithic's banking and card services API for fetching resources like cards, accounts, and transactions with robust error handling and Docker containerization.
time-mcp
A specialized MCP server providing comprehensive time-aware capabilities including timezone conversion, relative time calculations, and timestamp management for LLMs.
ANY-REST
A dynamic REST API gateway that uses the ZML configuration language to create type-safe MCP tools from existing RESTful services with hot-reloading support.
memos-api-mcp
A Model Context Protocol implementation for the API service of MemOS, a memory management operating system designed for AI applications.
sbwsz
A specialized MCP server for querying Magic: The Gathering (MTG) card information, supporting Chinese language searches, complex syntax filtering, and unique card image generation.
Sound Notification
A specialized MCP server that enables AI coding assistants like Cursor and Windsurf to trigger auditory alerts on macOS, notifying users when tasks are complete or when manual intervention is required.
arxiv-paper
A specialized tool for searching, retrieving, and parsing academic papers from arXiv, featuring specific support for AI-related research and PDF content extraction.
tonl-mcp-bridge
A specialized MCP server and utility that converts JSON/YAML data into the Token Optimized Natural Language (TONL) format to reduce LLM token overhead by up to 60%.
whois-mcp
A comprehensive WHOIS query server that provides domain registration details, supporting over 1,260 top-level domains by querying authoritative WHOIS servers.
Prediction-Examples-in-the-Alink-Tutorial
A prediction server based on the Alink tutorial providing tools for GMV forecasting by year and sentiment analysis for user feedback.
data-philter
A privacy-focused, local-first gateway that enables natural language querying of Apache Druid and ClickHouse databases using local LLMs via the Model Context Protocol.
pdf-reader
A robust MCP server for PDF document analysis that enables AI assistants to extract full text, read specific page ranges, retrieve metadata, and perform keyword searches within PDF files.
rfc-server
An MCP server for retrieving, searching, and parsing RFC documents from ietf.org, allowing models to access specific technical sections and documents programmatically.