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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

AgentDomainService MCP Server

1

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.

6 tools

Packager-MCP

1

A specialized toolset for automating Windows application packaging for Microsoft Intune using PSADT v4.1.7, Winget metadata, and AI-driven script validation.

6 tools

Atlassian MCP Server

1

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.

8 tools

EduChain MCP Server

1

Integrates EduChain's AI capabilities into Claude to generate structured educational content including multiple-choice questions, lesson plans, and flashcards.

3 tools

Hatena Blog MCP Server

1

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.

3 tools

sslmon

1

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.

2 tools

Leave Management System

1

An HR co-pilot MCP server designed for automated leave request processing, policy validation, and balance tracking with instant approval workflows.

3 tools

Lizeur (PDF OCR)

1

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.

2 tools

willi-mako-client

Failed
1

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.

20 tools

Bulwark

1

AI agent governance: content scanning, audit logs, policy evaluation, session management.

@vibeatlas/ship-mcp-server

Validated
1

A tool for AI task success prediction that provides reliability scoring (0-100) for coding tasks based on confidence, focus, context, and efficiency.

3 tools

bookmark_geni_mcp

1

A specialized MCP server for indexing and semantically searching local browser bookmarks across multiple platforms using vector embeddings and RAG.

6 tools

@jungjaehoon/mama-server

Needs Setup
1

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.

4 tools

mcp-technical-analysis

1

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.

69 tools

Aguara MCP

1

Security scanner for AI agent skills and MCP servers

NBA Player Stats

1

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.

23 tools

doubao-image-video-mcp

1

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.

3 tools

arcgis-mcp-server

1

Intelligent ArcGIS content search. Works with Online/Enterprise. Requires user credentials.

unblu

1

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.

5 tools

mind-map

Needs Setup
1

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.

28 tools

vibe

Validated
1

A social layer for Claude Code that enables presence, direct messaging, and community interactions between human developers and autonomous AI agents.

30 tools

RDL MCP Server

1

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.

15 tools

altmetric-mcp

Needs Setup
1

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.

9 tools

Memphora

1

A persistent memory layer for AI assistants that allows them to store, search, and recall user preferences and facts across multiple conversations.

5 tools

NameChecker MCP Server

1

A toolset for AI assistants to verify domain name availability and validate domain syntax according to RFC standards using stdio or SSE transports.

2 tools

PixdataOrg-coderide

1

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.

9 tools

nexonco-mcp

1

An advanced clinical evidence analysis server designed for precision medicine and oncology research, providing flexible search and data analysis capabilities.

Kokoro Speech

1

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.

4 tools

Figma MCP Server

Needs Setup
1

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.

15 tools

chimera_mcp

1

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.