AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Giphy MCP Server
This MCP server enables interaction with the Giphy API through natural language, allowing users to search, retrieve, and manage GIFs through the Multi-Agent Conversation Protocol.
Giphy MCP Server
This is an auto-generated Multi-Agent Conversation Protocol server that enables interaction with the Giphy API, allowing users to access and use Giphy's GIF services through natural language commands.
Aucterra MCP Server
An MCP-compatible server that enables LLM agents to interact with Aucterra's document understanding APIs, providing structured access to document classification and field extraction services.
Giphy API MCP Server
An auto-generated Multi-Agent Conversation Protocol (MCP) Server that enables interaction with Giphy's API through natural language, allowing users to search, retrieve, and work with GIF content programmatically.
FastMCP PostgreSQL Query Service
A database query service that enables users to search and retrieve data from PostgreSQL tables for Cheery Exeedcars FAQs and system menus through multiple connection methods (STDIO, HTTP, SSE).
UseKeen Documentation MCP Server
Enables AI assistants to search for documentation of packages and services, providing implementation details, examples, and specifications through a specialized API.
Starbucks MCP Server
Remote MCP server that can be deployed on Cloudflare Workers without authentication, allowing users to access Starbucks-related tools through Claude and the Cloudflare AI Playground.
Call For Papers MCP
A Smithery MCP server that allows users to search for upcoming academic conferences and events from WikiCFP based on keywords, returning detailed event information including names, descriptions, dates, locations, and submission deadlines.
EmailAssistant
An MCP-compatible server that integrates with Gmail API to fetch and summarize emails based on custom queries or recent activity.
MCP Server Demo
A Python-based Model Context Protocol server with Streamlit chat interface that allows users to manage a PostgreSQL database through both web UI and MCP tools, powered by Ollama for local LLM integration.
MCP-Serve 多语言翻译服务
A custom MCP protocol service that enhances AI models by providing multilingual translation capabilities and resource management, allowing for automatic text extraction and translation through external APIs.
MCP-ODOS
A Model Context Protocol server that enables AI assistants and applications to interact with decentralized exchanges (DEXs), allowing users to get quotes for token swaps and execute swap transactions.
Waroom MCP
A Model Context Protocol (MCP) server that enables interaction with Waroom API to retrieve incident information and postmortem details through a standardized protocol.
FastMCP Boilerplate
A modern Model Control Plane (MCP) project that provides a lightweight, extensible foundation for building and deploying intelligent systems that manage and expose AI/LLM capabilities through Python, FastAPI, and Docker.
Confluence MCP Server
A server that integrates Confluence with Claude Desktop and other AI assistants, enabling natural language interactions with your Confluence documentation.
GIT MCP Server
Node.js server implementing Model Context Protocol for git operations, enabling AI assistants to manage git repositories through natural language commands.
DBT Manifest MCP Server
Enables the analysis of DBT manifests with automatic schema version detection and lineage tracking, allowing users to query model dependencies, access compiled code, and get detailed model information.
Gmail MCP Server by CData
Gmail MCP Server by CData
Cisco Catalyst Center MCP Server
A server that wraps Cisco Catalyst Center APIs into tools accessible via the Model Context Protocol, allowing AI agents to discover and execute network management operations.
Memory Bank MCP Server
MCP protocol server for managing multi-project Markdown documents, supporting project isolation and LLM tool integration.
MCP Server
Model Context Protocol server that enables API test automation across various AI hosts (Claude, OpenAI, custom) using Postman Collections.
Fetch-Save MCP Server
A Model Context Protocol server that enables LLMs to retrieve web content and save it to local files for permanent storage and later access.
Image Processor MCP Server
A TypeScript-based MCP server that implements a simple notes system, allowing users to create, access, and generate summaries of notes via Claude Desktop integration.
ChatGPT MCP Server
A Model Context Protocol server that allows AI assistants to communicate with the ChatGPT desktop app on macOS, enabling users to send prompts to ChatGPT from any MCP-compatible assistant.
Remote MCP Server
A Cloudflare Workers implementation of Model Context Protocol server that enables Claude AI to access external tools through OAuth authentication.
Me-MCP
A personal MCP Server that allows AI agents to retrieve your resume and contact you through Discord webhooks, deployable via Cloudflare Workers.
fitness-influencer-mcp
AI-powered automation suite for fitness content creators. Automates video jump-cut editing, educational graphics creation, email management, revenue analytics, AI image generation, workout plan generation, and nutrition guide creation. Most features are FREE with optional paid AI image generation ($
Elasticsearch MCP Server by CData
Elasticsearch MCP Server by CData
CEMCP
An MCP server for Cheat Engine that provides functionality to analyze disassembly, get CE version information, and manipulate memory addresses with comments through Claude AI.
Mutmut MCP
A Model Context Protocol server that provides programmatic APIs for running mutation tests with mutmut, analyzing results, and improving test coverage in Python projects.