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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Axiom

A Model Context Protocol server implementation for Axiom that enables AI agents to query your data using Axiom Processing Language (APL).

Columbia MCP Server

Facilitates deployment and management of services using the Model Context Protocol with a focus on high availability, scalability, and secure communication, leveraging Docker-based infrastructure, Prometheus, and Grafana for monitoring.

Modes MCP Server

Enables programmatic control over Roo's custom operational modes with full CRUD operations and schema validation, allowing for seamless mode configuration and management.

MCP Starter Server

This server provides a minimal template for creating AI assistant tools using the ModelContextProtocol, featuring a simple 'hello world' tool example and development setups for building custom MCP tools.

MCP-JIRA-Python Server

A Python-based server allowing seamless integration with JIRA for managing and interacting with projects through custom APIs.

Supabase Memory MCP Server

Provides memory/knowledge graph storage capabilities using Supabase, enabling multiple Claude instances to safely share and maintain a knowledge graph with features like entity storage, concurrent access safety, and full text search.

Supabase Memory MCP Server

An MCP server utilizing Supabase to provide memory and knowledge graph storage, enabling multiple Claude instances to share and manage data with database-level locking for safe concurrent access.

MCP JavaScript Server

An unofficial JavaScript SDK to create customized servers for the Model Context Protocol, allowing definition of prompts, resources, and tools for tailored interactions.

ProtoLinkAI MCP Server

This server provides a standardized framework using the Model Context Protocol (MCP) to seamlessly integrate and manage diverse tools, enabling features like Twitter automation, cryptocurrency updates, and ElizaOS interaction.

Claudeus WordPress MCP

A server enabling seamless interaction between AI models and WordPress sites with secure, standardized communication using the WordPress REST API for comprehensive site management.

DevHub MCP Server

Enables management of development projects with GitHub integration, facilitating project tracking, repository linking, and metadata maintenance within the Model Context Protocol.

Linear MCP Server

Enables AI agents to manage issues, projects, and teams on the Linear platform programmatically.

mcp-google

A specialized Model Context Protocol (MCP) server that integrates Google services (Gmail, Calendar, etc.) into your AI workflows. This server enables seamless access to Google services through MCP, allowing AI agents to interact with Gmail, Google Calendar, and other Google services.

MCP Server

MCP Server provides a simpler API to interact with the Model Context Protocol by allowing users to define custom tools and services to streamline workflows and processes.

MCP Reasoner

A systematic reasoning MCP server for Claude Desktop, featuring Beam Search and Monte Carlo Tree Search to facilitate complex problem-solving and decision-making processes.

Model Context Protocol (MCP) Server

This server facilitates the invocation of AI models from providers like Anthropic, OpenAI, and Groq, enabling users to manage and configure large language model interactions seamlessly.

Claude Dev Server

The Claude Dev Server enables direct interaction with the file system within a specified workspace, allowing users to perform file and directory operations and implement code artifacts in software development using natural language commands.

MCP Server Enhanced SSH

A robust SSH server facilitating secure remote command execution with TMUX session management, multi-window support, and smart session recovery for improved AI-human interaction.

pair-role-mcp-server

@toolsdk.ai/registry

An Open, Structured, and Standard Registry for MCP Servers and Packages.

Penumbra MCP Server

Enables privacy-preserving interactions with the Penumbra blockchain, offering tools for transaction queries, validator set information, DEX state, and governance proposals.

GitHub MCP Server

Enables interaction with GitHub through the GitHub API, supporting file operations, repository management, advanced search, and issue tracking with comprehensive error handling and automatic branch creation.

Claude Chunks

An MCP server that intelligently chunks large documents for Claude, enabling efficient context-aware processing and summary generation for enhanced document comprehension.

Optimized Memory MCP Server V2

A Python-based server that implements the Model Context Protocol to interface with Claude Desktop as an MCP client, supporting interaction through efficient memory management.

MCP Weather Server

Provides hourly weather forecasts using the AccuWeather API, enabling users to access current weather conditions and detailed 12-hour forecasts tailored to specific locations.

MCP Filesystem Python

This server offers secure, read-only access to directory files via the MCP, supporting file searching, .gitignore compliance, path traversal protection, and MIME type detection using the 'file://' URI scheme.

Playwright MCP Server

A server that enables browser automation using Playwright, allowing interaction with web pages, capturing screenshots, and executing JavaScript in a browser environment through LLMs.

Wikimedia MCP Server

Enables programmatic interaction with Wikimedia APIs, offering features like searching content, retrieving page information, and accessing historical events across multiple languages.

MCP Compass

MCP Compass is a discovery and recommendation service that assists AI assistants in finding and understanding Model Context Protocol servers through natural language queries.

OneNote MCP Server

Enables AI language models to interact with Microsoft OneNote via a standardized interface, supporting notebook and page management through natural language.