AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Browser History Search
A cross-platform MCP server that allows LLMs to securely search and analyze browser history from major browsers including Brave, Chrome, Firefox, Safari, Edge, and Arc.
Solana Blockchain
MCP (Model Context Protocol) Server. Provides a bridge to the Solana blockchain for token analysis, liquidity tracking, and risk assessment with a focus on meme tokens through Python and FastAPI endpoints.
Jina.ai Reader
MCP (Model Context Protocol) Server. Provides a bridge to Jina.ai's reader service for fetching and parsing web content from URLs into markdown format suitable for analysis and summarization.
Plaid
MCP (Model Context Protocol) Server. Provides a robust bridge to the Plaid financial API, enabling secure access to bank account data, transactions, and authentication flows for financial analysis and personal finance tracking.
GPT-MCP-Proxy
MCP (Model Context Protocol) Server. Bridges HTTP clients with tool servers, enabling tool discovery and execution via REST endpoints, featuring automatic HTTPS exposure and OpenAPI 3.1.0 specification for seamless integration with custom GPTs and AI-assisted applications.
Perplexity Web Search
MCP (Model Context Protocol) Server. Integrates with the Perplexity API to provide web search functionality, enabling real-time information retrieval with time-based filtering and result summarization.
External Recon
MCP (Model Context Protocol) Server. Provides network reconnaissance tools for penetration testers, enabling systematic domain enumeration, IP discovery, email security assessment, and port scanning for external security audits.
mcp-skills
A dynamic RAG-powered MCP server that provides context-aware coding skills to AI assistants through hybrid vector and knowledge graph discovery. It automatically detects project toolchains and enables runtime skill creation and on-demand loading.
Claude Code Memory Server
A Neo4j-based memory server for Claude Code that tracks development tasks, code patterns, and solutions through a graph database to provide cross-session contextual assistance.
Google Jules MCP
An MCP server that automates Google Jules, enabling AI-powered task creation, code analysis, and repository management through browser automation and flexible session handling.
Joe Sandbox Cloud
MCP (Model Context Protocol) Server. Integrates with Joe Sandbox Cloud API to provide malware analysis capabilities including file and URL submission, threat intelligence extraction, behavioral analysis reporting, and artifact downloads for security research and incident response workflows.
MCP Deep Search
A powerful search MCP server that enables deep web research across multiple engines like Google, Brave, and Perplexity, featuring AI-driven multi-hop analysis.
OpenRouter MCP Server
A comprehensive MCP server providing access to over 400 AI models via OpenRouter, allowing users to query, compare, and manage various LLMs through a single interface.
claudex
Beautiful visual workspace manager for Claude Code. Access 136+ professional templates, automate workflows with hooks, and manage your AI development environment through an elegant web interface.
Pump.fun
A Solana MCP server designed for the Pump.fun platform, enabling automated token creation, buying, selling, and wallet management directly through AI interfaces.
HackerNews
A comprehensive MCP server providing deep integration with the HackerNews API to search stories, analyze user behavior, and extract trending topics from tech discussions.
NSE-BSE India Stock Market
A comprehensive MCP server providing real-time quotes, historical data, and option chain analysis for both the National Stock Exchange (NSE) and Bombay Stock Exchange (BSE) of India. It features extensive tools for corporate actions, IPO tracking, and document processing to assist in financial research and stock market analysis.
M365 Copilot MCP Server
Integrates Microsoft 365 Copilot capabilities into MCP-compatible AI assistants, allowing retrieval of OneDrive/SharePoint content, document search, and context-aware chat with M365 data.
Xcode String Catalog
A specialized MCP server for managing Xcode String Catalog (.xcstrings) files, enabling AI assistants to read, search, and automate localization workflows for iOS and macOS applications.
Magento GraphQL Docs
Provides intelligent search and retrieval for Magento 2 GraphQL API documentation, featuring full-text indexing of schemas, tutorials, and code examples for offline developer support.
Aras Innovator Claude Agent
Enables Claude Desktop to interact with Aras Innovator PLM systems using OAuth 2.0 and OData REST APIs to query data, create items, and execute server methods.
FastMCP Todo
A comprehensive MCP server for task management and knowledge capture that coordinates AI agent workflows through MongoDB and MQTT with support for various operation modes and tool loadouts.
superlocalmemory
Your AI Finally Remembers You - Local-first intelligent memory system for AI assistants. Works with Claude, Cursor, Windsurf, VS Code/Copilot, Codex, and 16+ AI tools. 100% local, zero cloud dependencies.
Vertica MCP Server
A specialized MCP server for Vertica databases that enables secure natural language querying with built-in schema discovery and large dataset streaming capabilities.
CockroachDB
A comprehensive MCP server for CockroachDB that provides specialized tools for cluster monitoring, database operations, table management, and SQL query execution with transaction support.
Go Code Graph
A Go codebase analyzer that uses AST parsing and Neo4j graph storage to enable natural language architectural queries, impact analysis, and code quality assessments via MCP.
IMDb
MCP (Model Context Protocol) Server. Bridges to the IMDb API for searching movies and TV shows, retrieving detailed information about titles, and accessing curated lists like top-rated films or upcoming releases.
Oil & Gas RAG
A specialized oil and gas MCP server providing integrated access to drilling, production, HSSE, and procurement data with hybrid RAG search and anomaly detection capabilities.
ctxvault
Local memory infrastructure for AI agents. Isolated vaults you compose, control, monitor and query — no cloud, no setup.
WordPress Reader for Claude Desktop
Connects WordPress.com accounts to Claude Desktop to read feeds, manage notifications, and discover blogs through natural conversation.