AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
NYTimes MCP
A robust MCP server providing programmatic access to New York Times APIs, featuring article search, real-time news wires, archive access, and bestseller list tracking.
Markdown RAG
A RAG-based MCP server that provides semantic search and document management for markdown files using PostgreSQL, pgvector, and Google Gemini or Ollama embeddings.
WHOOP MCP Server
A robust MCP server that integrates with the WHOOP API to provide large language models with access to personal sleep, recovery, and physiological performance data.
Replicate FLUX.1 Kontext Max MCP Server
Provides high-quality AI image generation and editing using FLUX.1 Kontext Max via the Replicate API, featuring advanced text rendering and automatic local image downloads.
dolphin-mcp
MCP server for Dolphin semantic code search - works with Continue.dev, Claude Desktop, and other MCP clients
MCP LLM Integration Server
A Model Context Protocol server that integrates local Large Language Models into MCP-compatible clients, allowing for text processing and inference through a customizable backend.
@blzvi/asana-mcp-server
MCP server that gives AI assistants full access to the Asana API — 80 tools, 18 prompt templates, and browsable resources
Airflow ETL Pipeline Generator
An Airflow ETL Pipeline Generator that integrates with databases, S3, SMB, Kafka, and GitLab to automate the creation of Spark-based data pipelines. It facilitates data source validation, schema extraction, and DAG generation through a conversational interface.
MySQL MCP Server
A MySQL database connector for the Model Context Protocol that enables executing SQL queries and monitoring connection health through MCP-compliant clients.
mcp-gmail
A Model Context Protocol server that enables LLMs to list, search, read, and send Gmail messages, including support for labels and threaded replies.
Web3 Assistant MCP
A tool for interacting with blockchain smart contracts on Ethereum and Base networks, supporting ABI analysis, method invocation, and secure local wallet management.
drain-mcp
Pay for AI inference with USDC micropayments on Polygon. No API keys needed.
snippets-mcp
A code snippet management server that uses hybrid search (semantic embeddings and keyword matching) to store, search, and organize code snippets without requiring an external database.
Faulkner DB
A temporal knowledge graph system for tracking architectural decisions, implementation patterns, and project failures using FalkorDB and hybrid search.
Pipedrive MCP Server
A robust Pipedrive CRM implementation providing over 100 tools for managing deals, contacts, organizations, and activities with built-in rate limiting and caching.
Confluence MCP Server
A robust MCP server for Atlassian Confluence integration, providing full CRUD operations for pages, space management, and advanced search via CQL with automatic markdown conversion.
Oracle Vector Store
A comprehensive MCP server suite that integrates Oracle 23AI Vector Search, OCI Select AI (Text-to-SQL), and OCI Usage APIs with AI agents and assistants. It enables secure, enterprise-grade semantic search and database analytics using JWT authentication and OCI IAM.
Google Tag Manager MCP Server
Integrates Google Tag Manager with Claude to automate the creation and management of tags, triggers, and variables through natural language. Supports specialized workflows for GA4, Facebook Pixel, and ecommerce tracking.
Oracle Cloud Infrastructure
A comprehensive MCP server providing 85 tools to manage Oracle Cloud Infrastructure (OCI) resources including Compute, Databases, K8s (OKE), Networking, Storage, IAM, and Cost Management with dynamic profile switching support.
Better Qdrant
An MCP server that enables AI systems to interact with Qdrant vector databases for document indexing and semantic search using OpenAI, OpenRouter, Ollama, or FastEmbed.
BSC MultiSend
An MCP server for Binance Smart Chain that facilitates bulk BNB and BEP20 token distributions with automated gas estimation and token approval handling.
agent-security-scanner-mcp
Security layer for AI agents: blocks prompt injection, detects fake packages, scans vulnerabilities.
JXA Mail MCP
A high-performance MCP server for Apple Mail that uses optimized JavaScript for Automation (JXA) to search and manage emails. It enables users to list accounts, fetch mailboxes, and retrieve today's, unread, or flagged messages with significantly improved speed through batch property fetching.
MCP OpenAI Server
This MCP server enables integration with OpenAI's chat models, allowing users to invoke GPT-4o, GPT-4o-mini, o1-preview, and o1-mini directly within the Claude Desktop environment.
maximo-mcp-server
Connect AI assistants directly to IBM Maximo for API discovery and OSLC data querying.
FHIR Healthcare Data
A universal FHIR server interface that integrates multiple healthcare data sources with AI-powered clinical keyword extraction, semantic mapping, and patient similarity matching.
mcp-micromanage
A development workflow control server that forces coding agents to follow structured implementation plans using PRs and commits as work units. It features mandatory user review checkpoints and a real-time visualization dashboard to keep AI agents on track.
@seungmanchoi/nano-banana-mcp
MCP server for AI image generation and editing powered by Google Gemini
Things App MCP
An MCP server for Things 3 on macOS that enables AI assistants to create, read, update, and manage tasks, projects, and areas. It utilizes the Things URL scheme for write operations and AppleScript for querying data directly from the application.
Expense Tracker MCP Server
A comprehensive financial management engine for AI assistants that enables smart expense tracking, multi-category budgeting, and real-time affordability analytics via the Model Context Protocol.