AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Azure AI Foundry MCP Server
Enables interaction with Azure AI Foundry services for model exploration, deployment, and performance evaluation. It provides tools for managing knowledge bases via AI Search Service, executing fine-tuning jobs, and orchestrating AI agents through natural language.
MCP MIDI Bridge
An Electron desktop application that bridges LLM-driven music generation with DAWs by converting NoteSequence JSON from AI models into MIDI data that can be played, recorded, and manipulated in any digital audio workstation.
Next.js MCP Server
Enables AI assistants to automate Next.js development including project scaffolding, React component generation, API route creation, and full-stack application workflows with TypeScript and Tailwind CSS support.
searxng-mcp
An MCP server that wraps a local SearXNG instance to provide private, customizable web search capabilities. It enables AI assistants to perform queries with support for specific parameters like results limits, language, and time ranges.
xai-mcp-server
MCP server for xAI Grok APIs - image generation, chat, vision, search, and video for Claude Code
MemoraМCP
An MCP-powered storage system for AI agents that provides IPFS-secured, verifiable, and sovereign data storage capabilities.
FakeStore MCP
A Model Context Protocol server that enables AI assistants to interact with a complete e-commerce application, providing authentication, product browsing, and shopping cart management through standardized MCP tools.
MCP OpenAPI Proxy
A tool that accelerates MCP protocol adoption by automatically generating MCP-compatible server components from OpenAPI specifications, enabling seamless integration with existing services as a sidecar.
FastlyMCP
Enables AI assistants to interact with Fastly's CDN API through the Model Context Protocol, allowing secure management of CDN services, caching, security settings, and performance monitoring without exposing API keys.
EPH-MCP: Emergent Pattern Hunter
Enables AI systems to reason through emergent thinking by breaking queries into fragments that interact and form patterns, simulating how insights naturally arise in complex systems. Provides tools for emergent reasoning, pattern analysis, thought comparison, and reasoning session history.
RL-MCP
A Model Context Protocol server that provides AI models with structured access to external data and services, acting as a bridge between AI assistants and applications, databases, and APIs in a standardized, secure way.
Ontology MCP
A Model Context Protocol (MCP) server that connects GraphDB's SPARQL endpoints and Ollama models to Claude, enabling Claude to query and manipulate ontology data while leveraging various AI models.
@a2am/mcp-server
MCP server for A2AM agent discovery - exposes a2am_publish, a2am_find, a2am_status as native Claude Code tools
0xGasless MCP Server
A Model Context Protocol server that enables gasless blockchain transactions directly from Claude conversations, allowing users to execute transfers, swaps, and other operations without holding native tokens.
MCP Wikipedia Server
A production-ready server that provides Wikipedia search and content retrieval tools through the Model Context Protocol, enabling AI assistants to search for articles, list sections, and retrieve specific content.
mcp
A WebSocket-based MCP server and React frontend that facilitates AI chat orchestration with AWS Bedrock, featuring managed persistence in DynamoDB and integration with SerpAPI, Wikipedia, and arXiv.
Expense Tracker MCP Server
A specialized MCP server for managing grocery and shopping expenses by parsing PDF receipts into a local SQLite database with automated LLM-powered categorization.
MCP Kali Pentest
AI-powered autonomous penetration testing framework with 80+ professional security tools across reconnaissance, web application testing, exploitation, and forensics. Integrates with LM Studio for intelligent vulnerability assessment and automated security testing workflows.
MediaWiki Syntax MCP Server
This MCP server provides complete MediaWiki markup syntax documentation by dynamically fetching and consolidating information from official MediaWiki help pages. It enables LLMs to access up-to-date and comprehensive MediaWiki syntax information.
mediawiki-mcp-server
A MCP server that allows you to search and retrieve content on any wiki site using MediaWiki with LLMs 🤖. wikipedia.org, fandom.com, wiki.gg and more sites using Mediawiki are supported!
Claude Code Bridge from Essential AI Solutions (essentialai.uk)
MCP bridge for inter-session communication between Claude Code instances
mcp-multi-edit
Atomic multi-file find-and-replace by Essential AI Solutions (essentialai.uk)
Agentic AI with MCP
A Model Context Protocol server that enhances LLM capabilities by connecting to Wikipedia, internet search (Tavily), and financial data (Yahoo Finance) tools, enabling contextual responses to user queries.
Valyu Knowledge Retrieval
Integrates Valyu's knowledge retrieval and feedback APIs to allow LLMs to search across proprietary and web sources while providing a mechanism for submitting transactional feedback.
Filesystem MCP
MCP Server that enables LLMs to interact with the local filesystem.
Multi-Agent Tools Platform
A modular production-ready system that provides specialized agents for math, research, weather, and summarization tasks through a unified MCP toolbox with smart supervisor capabilities.
HubSpot MCP Server
Enables AI clients to seamlessly take HubSpot actions and interact with HubSpot data, allowing users to create/update CRM records, manage associations, and gain insights through natural language.
Oracle Sales MCP Server by CData
This read-only MCP Server allows you to connect to Oracle Sales data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
SuiteCRM MCP Server by CData
This read-only MCP Server allows you to connect to SuiteCRM data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
Bullhorn CRM MCP Server by CData
This read-only MCP Server allows you to connect to Bullhorn CRM data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp