AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
AgentDomainService MCP Server
A domain management MCP server that enables AI assistants to perform real-time domain availability checks, price filtering, AI-powered brainstorming, and SEO analysis without CAPTCHAs.
Packager-MCP
A specialized toolset for automating Windows application packaging for Microsoft Intune using PSADT v4.1.7, Winget metadata, and AI-driven script validation.
Atlassian MCP Server
A read-only MCP server for querying Atlassian Confluence and Jira via REST APIs, allowing users to search pages and issues using CQL/JQL and retrieve content by ID or URL.
EduChain MCP Server
Integrates EduChain's AI capabilities into Claude to generate structured educational content including multiple-choice questions, lesson plans, and flashcards.
Hatena Blog MCP Server
A specialized MCP server for searching and retrieving articles from Hatena Blog, allowing Claude to interface with blog content via keyword search, recent post discovery, and URL-based fetching.
sslmon
Domain/HTTPS/SSL domain registration information and SSL certificate monitoring capabilities. Query domain registration and expiration information, and SSL certificate information and validity status for any domain.
Leave Management System
An HR co-pilot MCP server designed for automated leave request processing, policy validation, and balance tracking with instant approval workflows.
Lizeur (PDF OCR)
Lizeur is an MCP server that converts PDF documents into clean markdown text using Mistral AI's OCR service, featuring intelligent caching to prevent redundant processing.
willi-mako-client
A specialized MCP server for the German energy sector providing AI-powered EDIFACT analysis, market communication automation, and regulatory compliance tools. It enables agents to process energy market data (UTILMD, MSCONS) and access a deep knowledge base of industry standards like GPKE and GeLi Gas.
Bulwark
AI agent governance: content scanning, audit logs, policy evaluation, session management.
@vibeatlas/ship-mcp-server
A tool for AI task success prediction that provides reliability scoring (0-100) for coding tasks based on confidence, focus, context, and efficiency.
bookmark_geni_mcp
A specialized MCP server for indexing and semantically searching local browser bookmarks across multiple platforms using vector embeddings and RAG.
@jungjaehoon/mama-server
A memory-augmented assistant that tracks decision evolution and reasoning history across sessions for Claude. It uses a reasoning graph to store why architectural choices were made, allowing for seamless context resumption and semantic search.
mcp-technical-analysis
A professional-grade MCP server for cryptocurrency analysis and trading, offering 69 tools including 35 technical indicators, real-time market data from Hyperliquid and Binance, whale tracking via HyperScreener, and persistent AI memory (Mem0) for personalized trading insights.
Aguara MCP
Security scanner for AI agent skills and MCP servers
NBA Player Stats
MCP (Model Context Protocol) Server. Provides detailed NBA player statistics from basketball-reference.com through 23 specialized tools covering career stats, season comparisons, advanced metrics, game logs, awards voting, trend analysis, and all-time rankings for sports analysis and fantasy basketball applications.
doubao-image-video-mcp
A Model Context Protocol server for ByteDance's Doubao models, enabling high-quality image generation via Seedream and video creation via Seedance with task management.
arcgis-mcp-server
Intelligent ArcGIS content search. Works with Online/Enterprise. Requires user credentials.
unblu
A token-efficient MCP server for Unblu deployments that uses progressive disclosure to provide access to over 300 REST API v4 endpoints through discovery tools.
mind-map
A sophisticated code intelligence platform that uses neuroscience-inspired patterns and AST parsing to provide deep architectural analysis, cross-language dependency tracking, and predictive error detection.
vibe
A social layer for Claude Code that enables presence, direct messaging, and community interactions between human developers and autonomous AI agents.
RDL MCP Server
An MCP server that allows AI assistants to read, modify, and validate SSRS (SQL Server Reporting Services) RDL files using structured JSON commands instead of raw XML manipulation.
altmetric-mcp
Track the real-world impact of research outputs using the Altmetric APIs to monitor citations and mentions across news, social media, policy documents, and other online platforms.
Memphora
A persistent memory layer for AI assistants that allows them to store, search, and recall user preferences and facts across multiple conversations.
NameChecker MCP Server
A toolset for AI assistants to verify domain name availability and validate domain syntax according to RFC standards using stdio or SSE transports.
PixdataOrg-coderide
CodeRide MCP integrates AI-native task management directly into your development environment, allowing AI agents to manage tasks, understand project context, and update knowledge graphs and diagrams.
nexonco-mcp
An advanced clinical evidence analysis server designed for precision medicine and oncology research, providing flexible search and data analysis capabilities.
Kokoro Speech
A text-to-speech MCP server powered by the Kokoro TTS model, offering high-quality voice synthesis with customizable parameters and local execution without requiring API keys.
Figma MCP Server
A robust MCP server that bridges AI assistants with Figma, enabling complex tasks like design token extraction, automated asset exporting, and real-time collaboration management via natural language.
chimera_mcp
A personal AI memory system that bridges Notion with Claude via the Model Context Protocol, using Neo4j to build a semantic knowledge graph for intelligent intent-based searching.