AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Xero-mcp-server
Enabling clients to interact with Xero system for streamlined accounting, invoicing, and business operations.
DexScreener
MCP (Model Context Protocol) Server. Integrates with decentralized exchanges across multiple blockchains to provide real-time crypto market data, focusing on Solana memecoin markets.
Central Bank of Nigeria
A robust MCP server for accessing Central Bank of Nigeria (CBN) regulatory circulars, real-time exchange rates, and financial data with specialized tools for PDF analysis and LLM integration.
Splunk
Integrates Splunk Enterprise/Cloud with AI agents to provide search execution, automated troubleshooting workflows, health monitoring, and data discovery through the Model Context Protocol.
Wiki.js
A robust MCP server for Wiki.js that enables bidirectional synchronization between documentation and code, featuring hierarchical organization, enterprise scalability, and automated repo structure mapping.
Vale
A Model Context Protocol server that integrates with the Vale prose linting tool to check installation status, sync style configurations, and analyze documents for style violations.
Inspektor Gadget
A Kubernetes debugging and observability MCP server that uses Inspektor Gadget to provide real-time system call tracing, network monitoring, and performance analysis through natural language.
Spotify
A comprehensive MCP server that integrates with the Spotify Web API to provide extensive music catalog search, artist insights, audiobook access, and playlist management capabilities.
Container Sandbox
MCP (Model Context Protocol) Server. Provides a secure, sandboxed environment for executing code, running commands, accessing files, and performing web operations through multi-layered isolation including containers, AppArmor, and Firejail.
A2AMCP
A coordination layer for multi-agent development that provides real-time messaging, file locking, and shared context management via Redis to prevent code conflicts.
Nodit
Official Nodit MCP Server enabling access to multi-chain RPC Nodes and Data APIs for blockchain data.
Baidu Search
A robust MCP server providing Baidu web search capabilities and intelligent webpage content fetching with built-in rate limiting and LLM-optimized output formatting.
Beads Village
A multi-agent coordination server that provides git-native issue tracking, atomic file locking, and cross-agent messaging to prevent conflicts in collaborative coding environments.
Docy (Documentation Access)
A documentation access server that enables LLMs to search, retrieve, and navigate technical documentation in real-time using crawl4ai for markdown scraping.
Grok
A Model Context Protocol server providing direct access to Grok AI's language and vision models, enabling chat completion, image analysis, and intelligent function calling.
Shodan
MCP (Model Context Protocol) Server. Integrates with Shodan's network intelligence capabilities to provide cybersecurity analysts with tools for host information lookup, vulnerability analysis, network scanning, and security alerts management for effective reconnaissance and threat hunting.
Stellar
This MCP server enables LLMs to interact with the Stellar blockchain to create accounts, check address balances, analyze transactions, view transaction history, mint new assets, interact with smart contracts and much more.
DBLP
MCP (Model Context Protocol) Server. Integrates with the DBLP computer science bibliography database to enable searching publications, processing citations, generating BibTeX entries, and analyzing research trends.
cplusplus-mcp
Semantic C++ code analysis using libclang. Enables Claude to understand C++ codebases through AST parsing rather than text search - find classes, navigate inheritance, trace function calls, and explore code relationships.
User Prompt
MCP (Model Context Protocol) Server. Enables Cursor users to provide additional input during AI generation through interactive dialog boxes, creating a more dynamic experience without interrupting the workflow.
Signal
MCP (Model Context Protocol) Server. Enables secure communication with Signal messaging through direct messaging, group chats, and message reception capabilities, leveraging Signal's established encryption protocol.
ClickUp
MCP (Model Context Protocol) Server. Integrates with ClickUp to enable task creation, project management, and workflow automation for teams using AI-powered assistants.
MySQL
MCP (Model Context Protocol) Server. Enables AI models to interact with MySQL databases through a structured interface.
Kukapay MCP Servers
A comprehensive directory and collection of over 70 Model Context Protocol (MCP) servers focused on cryptocurrency, blockchain data, and Web3 services including DeFi, DEX trading, and on-chain analysis.
ExploitDB
MCP (Model Context Protocol) Server. Provides direct access to ExploitDB functionality for cybersecurity research, enabling exploit searches by keywords, CVE IDs, or platforms with local database caching for threat intelligence and vulnerability analysis.
Hasura GraphQL
MCP (Model Context Protocol) Server. Enables AI interaction with Hasura GraphQL endpoints for schema discovery, data querying, and database operations through a comprehensive set of database tools
Listmonk MCP Server
An MCP server for the Listmonk email marketing platform, enabling programmatic management of subscribers, lists, campaigns, and templates via AI assistants.
GameBoy Emulator
An MCP server that enables LLMs to interact with a GameBoy emulator, providing tools for button controls, ROM loading, and visual screen capture analysis.
Kai (Kubernetes)
MCP (Model Context Protocol) Server. Enables natural language interaction with Kubernetes clusters for managing pods, retrieving logs, and manipulating container environments without complex kubectl commands.
Openverse
An MCP server that provides access to Openverse's massive collection of Creative Commons and public domain images, featuring advanced search filters and specialized tools for illustrating academic content.