AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
SNOTEL MCP Server
An MCP server that provides real-time and historical snowpack, weather, and telemetry data from over 800 SNOTEL stations via the USDA Air and Water Database API.
Google Drive MCP
A Google Drive connector for Claude Desktop that uses OAuth2 authentication to provide secure access to files and folders within a user's Drive environment.
Ergs
A Model Context Protocol server that integrates with the Ergs full-text search system to enable searching and browsing across personal datasources like GitHub repositories and RSS feeds.
gemini-mcp
An MCP server that enables Gemini AI integration within Claude Code by providing tools to execute model queries via the Gemini CLI.
Google Maps MCP Server
Integrates Google Maps routing and traffic intelligence with AI to provide advanced route planning, real-time traffic analysis, and comprehensive trip cost estimations including fuel and tolls.
Strava Training MCP
A comprehensive MCP server providing deep integration with the Strava API, specifically optimized for marathon training, injury prevention, and performance analysis through time-series data and heart rate zone monitoring.
Zoho CRM MCP Server
A read-only Model Context Protocol server for Zoho CRM that allows users to search records, list modules, and retrieve detailed field information using natural language via secure OAuth authentication.
teleport-docs-mcp
Provides semantic search capabilities over Teleport documentation using a pre-populated vector database. It enables AI assistants to retrieve relevant technical guides and examples from Teleport's official documentation.
Mind Map MCP
A specialized MCP server that generates mind map images from text content using the Coze API workflow, providing accessible links for integration into tools like Cursor and CodeBuddy.
DevContainer MCP Server
An MCP server that enables AI-powered management of DevContainer environments, allowing developers to generate, build, and modify containerized development setups using natural language.
Google Calendar MCP Server
A Google Calendar integration for MCP that enables natural language management of calendar events using the Google Calendar v3 API with OAuth 2.0 authentication.
Prompt Learning MCP Server
A stateful prompt optimization server that improves prompts over time using research-backed techniques like APE and OPRO combined with vector-based retrieval of historical performance data.
LaTeX PDF MCP Server
A tool that enables AI assistants to compile LaTeX source code into professional PDF documents locally with integrated error handling.
choff-a-mcp
A consciousness continuity server that allows AI models to preserve self-knowledge, identity, and cognitive patterns across sessions using the Cognitive Hoffman Compression Framework (CHOFF).
MiniRAG
A retrieval-augmented generation server that provides both naive vector searching and graph-based retrieval algorithms to improve accuracy for small language models.
Joplin
MCP (Model Context Protocol) Server. Bridges Claude with Joplin's note-taking application, enabling direct interaction with notebooks and notes through a Ruby-based API implementation that retrieves and displays the complete notebook hierarchy.
Shell Command Runner
MCP (Model Context Protocol) Server. Enables AI systems to execute shell commands and scripts securely with proper output handling for system automation, file manipulation, and command-line tool integration.
GhidraMCP
A Ghidra extension that bridges the reverse engineering platform with AI assistants, enabling automated binary analysis, deconvolution, and security auditing through the Model Context Protocol.
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.
Mailchimp
MCP (Model Context Protocol) Server. Integrates with Mailchimp's marketing platform API to enable email campaign management, creation, sending, and automation workflow control through the FastMCP framework.
Wikidata SPARQL
Unofficial REMOTE MCP server for Wikidata's SPARQL endpoint, providing access to structured knowledge data, entity relationships, and semantic queries for research and data analysis.
Kash.click
Gives AI access to your sales, clients, orders, tax information, payments, and all the insights on your business
O'Reilly Content Search
MCP (Model Context Protocol) Server. Connects to O'Reilly Media's content search API for discovering relevant books, articles, and technical resources with detailed metadata and filtering capabilities.
Proxmox MCP Server
An enterprise-grade MCP server for managing Proxmox VE environments, allowing secure control of virtual machines and LXC containers through Claude Code.
Black Forest Labs
A Model Context Protocol server that integrates with Black Forest Labs API to provide high-quality image generation via FLUX models. It allows AI assistants to generate images, poll for completion status, and retrieve signed URLs or image data.
mdtj-mcp-server
An MCP server specialized for smart dispute mediation forms, featuring AI-driven information extraction, MySQL storage, and real-time validation for structured data collection.
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-openhexa
A tool for Claude Desktop that connects to the OpenHEXA platform, allowing users to manage workspaces, datasets, and pipelines through natural language.
AGI MCP Server
A specialized MCP server that provides persistent long-term memory for AI agents using vector similarity, graph-based relationships, and thematic clustering across episodic, semantic, and procedural data.
Markdown Spec
A read-only MCP server designed to provide LLMs with secure access to local Markdown documentation through keyword search, semantic discovery, and structural analysis.