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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

SNOTEL MCP Server

1

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.

5 tools

Google Drive MCP

1

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

1

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

1

An MCP server that enables Gemini AI integration within Claude Code by providing tools to execute model queries via the Gemini CLI.

2 tools

Google Maps MCP Server

1

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.

4 tools

Strava Training MCP

1

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.

22 tools

Zoho CRM MCP Server

1

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.

7 tools

teleport-docs-mcp

1

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.

1 tool

Mind Map MCP

1

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.

1 tool

DevContainer MCP Server

1

An MCP server that enables AI-powered management of DevContainer environments, allowing developers to generate, build, and modify containerized development setups using natural language.

6 tools

Google Calendar MCP Server

1

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

1

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.

5 tools

LaTeX PDF MCP Server

1

A tool that enables AI assistants to compile LaTeX source code into professional PDF documents locally with integrated error handling.

1 tool

choff-a-mcp

1

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).

3 tools

MiniRAG

1

A retrieval-augmented generation server that provides both naive vector searching and graph-based retrieval algorithms to improve accuracy for small language models.

Joplin

1

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

1

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

1

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.

13 tools

Pipedrive MCP Server

1

A robust Pipedrive CRM implementation providing over 100 tools for managing deals, contacts, organizations, and activities with built-in rate limiting and caching.

5 tools

Mailchimp

1

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

1

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.

1 tool

Kash.click

1

Gives AI access to your sales, clients, orders, tax information, payments, and all the insights on your business

14 tools

O'Reilly Content Search

1

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

1

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

1

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

1

An MCP server specialized for smart dispute mediation forms, featuring AI-driven information extraction, MySQL storage, and real-time validation for structured data collection.

6 tools

MySQL MCP Server

1

A MySQL database connector for the Model Context Protocol that enables executing SQL queries and monitoring connection health through MCP-compliant clients.

2 tools

mcp-openhexa

1

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

1

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.

11 tools

Markdown Spec

1

A read-only MCP server designed to provide LLMs with secure access to local Markdown documentation through keyword search, semantic discovery, and structural analysis.

8 tools