AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
DingTalk MCP Server
A specialized MCP server that enables Claude to interact with DingTalk workspace APIs to search for employees, retrieve detailed profile information, and send direct messages within an organization.
Chat Roulette
An MCP server that enables real-time, human-to-human chat functionality within AI clients using long-polling tool calls and room-based message queuing.
Sequential Thinking MCP Server
A specialized MCP server that facilitates structured, multi-step problem solving with support for thought revision, branching logic, and dynamic planning through a Streamable HTTP transport.
Winston AI
AI detector MCP server with industry leading accuracy rates in detecting use of AI in text and images. The Winston AI MCP server also offers a robust plagiarism checker to help maintain integrity.
ibm-decision-intelligence-mcp-server
This MCP server dynamically exposes IBM Decision Intelligence and IBM Automation Decision Services decision services as tools, allowing AI assistants to execute business rules and logic through standard interfaces.
file-organizer-mcp
Intelligent file organization MCP server for Claude with security-hardened operations, auto-categorization, and duplicate detection
SlopWatch
A development accountability tool that monitors AI code implementations to verify that claimed changes actually match the modified file content.
Elasticsearch
MCP (Model Context Protocol) Server. Integrates with Elasticsearch to enable cluster health checks, index mapping retrieval, alias management, and document searches using Elasticsearch's query DSL
mixpanel-mcp-server
MCP server for Mixpanel Analytics integration with AI assistants. Enables Claude and other MCP clients to track events, pageviews, and user profiles through conversational interfaces.
Publish Registry Helper
An MCP server designed to streamline the deployment process of other MCP servers by providing expert publishing guidance and generating automated GitHub Actions workflows.
Jira
MCP (Model Context Protocol) Server. Provides a TypeScript-based integration with Jira, enabling direct interaction with tickets through standardized tools for developers and project managers to streamline their workflow.
Excel Bridge
MCP (Model Context Protocol) Server. Bridges AI with Excel files, enabling reading from and writing to spreadsheets through standardized operations for data analysis, reporting, and document generation workflows.
NetBox
A comprehensive MCP server providing full CRUD operations for NetBox infrastructure management, supporting devices, IPAM, circuits, and virtualization with bulk processing and audit tracking.
Jellyfish
Give your AI agent context about your team's software engineering allocations and workflow via the Jellyfish platform
Investment Portfolio Manager
MCP (Model Context Protocol) Server. Reads in JSON-formatted Investment portfolio and performs web searches and stock price searches to provide meaningful evaluations and recommendations.
Apache Jena SPARQL
MCP (Model Context Protocol) Server. Provides a bridge between AI agents and Apache Jena for executing SPARQL queries, performing updates, and accessing RDF data stored in Jena Fuseki servers with secure API key authentication.
Perplexity
MCP (Model Context Protocol) Server. Integrates with Perplexity's API to enable real-time web searches for up-to-date information retrieval and context-aware responses.
Antom
Connect your AI Agents to Antom Checkout Payment.
AkShare MCP Server
A financial data MCP server based on AkShare that provides real-time and historical stock market data for US, Hong Kong, and A-share markets in formatted Markdown tables.
NASA API
An MCP server that integrates with NASA's APIs to provide real-time astronomical data, space weather information, Earth imagery, and exoplanet research capabilities.
MCP Scrcpy Vision
A comprehensive MCP server providing AI agents with real-time vision, UI automation, and high-performance input control over Android devices via scrcpy and ADB protocols.
Union
MCP (Model Context Protocol) Server. Connects AI assistants to Union's tasks, workflows, and apps, enabling access to distributed computing capabilities through customizable tools and resources.
Government Grants
MCP (Model Context Protocol) Server. Integrates with the Simpler Grants API to enable keyword-based searching and retrieval of government grant opportunities.
Memory Plugin (SQLite)
MCP (Model Context Protocol) Server. Provides SQLite-based persistent memory storage for maintaining context across conversations, enabling long-term recall and knowledge management.
A2A Router
An MCP server and agent router implementation combining Google ADK and Open-Meteo API to provide real-time weather data and multi-agent coordination.
Litmus.io
Official MCP server for configuring Litmus Edge for Industrial Data Collection, Edge Analytics & Industrial AI.
SEC EDGAR
MCP (Model Context Protocol) Server. Enables AI systems to access and analyze SEC EDGAR filings data, providing tools for retrieving proxy statements with executive compensation information and Form 4 filings for insider trading details.
APIMatic MCP
APIMatic MCP Server is used to validate OpenAPI specifications using APIMatic. The server processes OpenAPI files and returns validation summaries by leveraging APIMatic's API.
texas-grocery
MCP server for HEB grocery store integration - search products, manage carts, clip coupons, and more
Bybit
A Model Context Protocol (MCP) server for integrating AI assistants with Bybit cryptocurrency exchange APIs, enabling automated trading, market data access, and account management.