AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Linear
A Linear integration for MCP that enables AI models to manage the full issue lifecycle, including creating, updating, searching, and commenting on tickets directly within their workflow.
MCP AI Server
A modular tool that combines RAG-based retrieval with Pinecone vector storage to create intelligent assistants capable of answering domain-specific questions from your knowledge base.
Obsidian MCP Tool Server
Provides an MCP server that allows AI assistants to interact with Obsidian vaults, enabling reading/writing notes, managing metadata, searching content, and working with daily notes.
searchAPI-mcp
A Model Context Protocol (MCP) based search API server that provides standardized access to Google Maps, Google Flights, Google Hotels and other services. This server enables AI assistants to access various search services through a unified interface.
KawaFi
KawaFi is a comprehensive MCP server for the Hedera DeFi ecosystem, offering 36 tools for data analytics and transaction management across platforms like SaucerSwap, Bonzo Finance, and Stader.
MCP TriliumNext
A Model Context Protocol server enabling AI assistants to interact with TriliumNext notes, providing tools for creating, searching, reading, and updating notes in your knowledge base.
Trading Simulator
MCP (Model Context Protocol) Server. Enables AI models to interact with a multi-chain trading simulator API for executing trades, checking balances, retrieving token prices, and monitoring portfolio performance across Solana and Ethereum blockchains.
SearXNG
A privacy-focused metasearch MCP server that enables Claude to perform web, news, and media searches across 100+ engines using a self-hosted SearXNG instance without tracking.
claude-code-connector-mcp
A bridge between Claude Desktop, Claude Code CLI, and VS Code that enables cross-interface project management, file operations, and CLI task delegation.
Arthur
An MCP server that enables developers to summon AI development team agents directly from their IDE to help with tasks like PR reviews, security evaluation, and CI/CD deployment setup.
Siigo MCP Server
A comprehensive MCP server for Siigo, the Colombian electronic invoicing software, allowing AI agents to manage customers, products, and financial documents with granular security modes.
Rchilli Resume Parser MCP Server
Enables automated resume parsing and data extraction through the Rchilli API, supporting both public URLs and base64-encoded binary data to retrieve structured candidate information.
Lightweight GitHub MCP
A lightweight proxy for the official GitHub MCP server that uses a YAML whitelist to filter tools, reducing context window usage while providing meta-tools for tool discovery.
GitHub MCP Server
Enables comprehensive interaction with the GitHub API, including file operations, repository management, issue tracking, pull request workflows, and advanced search functionality across code, issues, and users.
qml-mcp
A Model Context Protocol server that enables Quantum Machine Learning capabilities using Qiskit, allowing for quantum circuit execution, kernel computation, and variational quantum classifier training.
gradio-mcp-agent-hack
A multi-agent coding research assistant that orchestrates specialized AI agents to perform web searches, generate Python code, and execute it within secure Modal sandboxes.
Gemini Search MCP
Enables AI-powered web searching capabilities using Gemini 2.5/3.0 models and Google Search Grounding to provide accurate and up-to-date information.
mcp-server-authless
A template for deploying a remote Model Context Protocol (MCP) server on Cloudflare Workers without authentication, intended as a starting point for building custom tools.
qa-agent-mcp
A specialized MCP server that enables AI agents to perform automated web testing, mobile viewport simulation, and console log extraction using a real Chrome browser.
MCP LINE Server
An MCP server that enables AI assistants to interact with the LINE Messaging API to send text messages, stickers, Flex Messages, and check API quotas.
Serena
Serena is a high-performance coding agent toolkit providing semantic code retrieval and editing tools, enabling LLMs to perform symbol-level operations via LSP or JetBrains integration.
Search MCP Server
A lightweight and fast MCP server that enables AI agents to efficiently discover and execute tools through progressive disclosure, minimizing context consumption while supporting safe code execution in external environments.
Music21 Composer MCP
An algorithmic music composition server built on music21 that provides tools for melody generation, musical transformations, counterpoint, and MIDI export. It enables generative music workflows by allowing AI agents to manipulate musical structures like ABC notation, MusicXML, and MIDI.
Duffel MCP Server
Enables LLMs to search and book flights across 300+ airlines, manage travel orders, and search airports through the Duffel API with support for real-time pricing, multi-city trips, and flexible cabin classes.
llmmcp
MCP server for real-time LLM API documentation — stop hallucinations
JFK Assassination Documents
Provides access to declassified JFK assassination documents (2017-2025) via the Archives API, enabling high-precision searching of government files.
Remote MCP Server Authless
A deployable remote MCP server on Cloudflare Workers that enables the use of custom tools without requiring authentication, allowing integration with AI platforms like Claude Desktop and Cloudflare AI Playground.
Kube MCP
A Kubernetes cluster management MCP server that enables AI assistants to monitor and manage resources like pods, deployments, and services with built-in audit logging and safety confirmations.
YouTube Transcription
A specialized MCP server that retrieves full text transcriptions from YouTube videos using a provided URL. It simplifies the process of converting video content into text for analysis or documentation.
deepresearch-mcpserver
A sophisticated AI research assistant that performs multi-layered, interdisciplinary analysis using professional frameworks like SWOT and PESTEL to generate publication-quality reports.