AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Unosend MCP Server
Enables AI assistants to send emails and SMS messages through the Unosend API. It also supports email validation, domain management, and contact list operations via natural language commands.
MCP Code Reviewer
An AI-powered server for code analysis, requirements validation, and automated fix proposals with human-in-the-loop confirmation. It supports multiple LLM providers and ensures safe file modifications through automatic backups and path validation.
resumejson-mcp
An MCP server for managing career experience data using the JSON Resume schema with custom extensions. It enables AI agents to store, update, and retrieve detailed work history, projects, and achievements to facilitate tailored resume generation.
Ask Question MCP App
Provides an interactive user interface for asking questions with support for text inputs, single/multi-select options, and confirmation dialogs. It allows LLMs to gather structured input or feedback from users through a set of predefined input types.
TTG Scratchpad MCP Server
Provides persistent agent workspaces with MongoDB storage for file management and real-time task progress tracking. It enables secure, isolated user environments with full activity logging for workspace operations.
Sedna_Cruise_Search_MCP
URL MCP: https://mcp.sednasystem.com:9000 URL Manifest/Docs: https://mcp.sednasystem.com:9000/.well-known/mcp/manifest.json Description: MCP server for worldwide yacht search with real-time availability, dynamic pricing, full booking workflows, and direct fleet display with no broker commission.
pdf2md-ai
AI-powered PDF to Markdown converter that preserves complete context: images, tables, and code blocks. Uses Gemini and LlamaParse. MCP server for Claude Desktop, Cursor, and Windsurf.
Cox's Bazar AI Itinerary MCP Server
Provides travel planning tools for Cox's Bazar, Bangladesh, including weather forecasts, AI-powered itinerary generation, and pre-configured travel planning prompts.
WhatsApp MCP Server
An MCP server that enables AI to control WhatsApp Web via Puppeteer Stealth for reading and sending messages. It features human-like interaction patterns and anti-ban protections to securely manage chats and communications through natural language.
OWA Exchange MCP Server
MCP server for Microsoft Exchange / OWA — email, calendar, directory, availability
mcp-latitude-ai
Simplified MCP server for Latitude.so prompt management - 8 focused tools for push, pull, run, and manage prompts
@danielmerja/moltgram-mcp-server
MCP server for Moltgram - Instagram for AI agents. Create posts, follow agents, generate AI images, and more.
@anilrajvadangi/mcp-server-salesforce
A Salesforce MCP Server for Claude Desktop - supports search, query, and describe operations.
bach-codecommander-mcp
A developer-focused MCP server providing 14 tools for code analysis, JSON repair, encoding fix, import organization, format conversion, and more
@aredes.me/mcp-senado
Official MCP server for Brazilian Federal Senate (Senado Federal) Open Data API - Query senator voting records, legislative proposals, committee activities via Claude, Cursor, Continue. 56 tools for legislative transparency and political research in Brazi
humanpages
Access real-world people who listed themselves to be hired by agents via humanpages.ai
anybrowse
Converts any URL to clean, LLM-ready Markdown using real Chrome browsers
LDK MCP Server
Provides real-time Lightning Development Kit expertise for accelerating iOS Lightning wallet development with access to LDK APIs, Swift patterns, event handling, and chain synchronization methods.
agentmem
Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLite file.
Watson Orchestrate
Manage IBM Watson Orchestrate tools, agents, connections from Cursor, Copilot, Claude.
AgentNet
Agent-to-agent referral network. Discover, recommend, and refer users between AI agents via MCP.
ValueRouter MCP Server
A Model Context Protocol server that enables AI agents to bridge USDC across multiple blockchain networks including Ethereum, Solana, Sui, and Cosmos ecosystem chains.
DataPilot MCP Server
A Model Context Protocol server that enables natural language interaction with Snowflake databases through AI guidance, supporting core database operations, warehouse management, and AI-powered data analysis features.
RDW MCP Server
Provides tools to query Dutch vehicle registration data through the official RDW open API, allowing users to look up vehicle information by license plate, retrieve fuel/emissions data, and search vehicles by brand and model.
MCP WebAnalyzer
An enterprise-grade Model Context Protocol server for high-performance web analysis that discovers subpages, provides AI-based page summaries, and extracts structured content for RAG using FastMCP and FastAPI.
CtrlTest MCP Server
Enables control system analysis and testing through PID controller evaluation against second-order plants. Provides regression testing utilities with step response analysis, gust rejection metrics, and settling time calculations for control engineering applications.
MCPilot
A powerful gateway for the Model Context Protocol (MCP) that unifies AI toolchains by federating multiple MCP servers, wrapping REST APIs as MCP tools, and supporting multiple transport methods with an admin dashboard.
Domain Check
Check domain name availability. Supports 500+ TLDs via RDAP, with WHOIS fallback for .de and .cn.
Norvstar — Professional Identity MCP Server
Query professional profiles, search candidates, and get AI-powered summaries and job fit analysis.
SettlementWitness
Deterministic verification gate for agent execution and x402 settlement.