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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

ClaudeImagine

A visual UI builder that allows Claude to create and update web interfaces in real-time by relaying commands through an MCP server to a browser via WebSockets.

2 tools

Runway AI Video Generation

AI video generation with Gen-4, Veo 3, and Aleph editing. Text-to-video, image-to-video, 4K upscale

mcp-server

A comprehensive MCP server for managing Vapi AI voice agents, enabling creation and scheduling of phone calls, assistant management, and phone number configuration directly through Claude.

11 tools

librelink-mcp-server

An MCP server for Claude Desktop that provides access to FreeStyle Libre glucose monitoring data via the LibreLinkUp API, featuring enhanced security and support for API v4.16.0.

10 tools

gpt-qualmaster-mcp

gemini-audio-upload

This MCP server enables multimodal audio analysis by integrating Google Gemini models, allowing users to process audio files with optional JSON context and custom system instructions.

1 tool

Said MCP

A MCP server that provides real-time weather information for any city through a simple tool that resolves geographic coordinates and fetches current weather data.

Metabase MCP Server

Enables LLMs to interact with Metabase instances through 33 tools for querying cards, dashboards, databases, collections, and executing SQL queries against your Metabase installation.

Pytest MCP Server

Enables AI assistants to run and analyze pytest tests for desktop applications through interactive commands. Supports test execution, filtering, result analysis, and debugging for comprehensive test automation workflows.

domin8

A deterministic MCP server that enforces auditable workflows by requiring AI agents to provide structured justifications and obtain human approval for file operations through a secure, tamper-evident pipeline.

1 tool

Docs-MCP

An MCP server that allows users to efficiently search and reference user-configured documents through document listing, grep searching, semantic searching with OpenAI Embeddings, and full document retrieval.

GitHub Remote MCP Server

A cloud platform for registering and using remote tools with GitHub's MCP service, enabling agents to access registered tools through SSE endpoints.

Clockify Master MCP

Integrates Clockify time tracking directly into Claude Desktop, enabling users to start/stop timers, manage projects and clients, create tasks, generate reports, and track productivity through natural language commands.

LangChain Documentation MCP Server

A dual-mode server providing real-time access to LangChain documentation, API references, and GitHub code examples via the Model Context Protocol.

6 tools

MCP Technopark Job Search

A specialized MCP server that scrapes real-time job listings from the Technopark portal using Puppeteer, providing details like company name and closing dates via keyword search.

1 tool

MCP

A production-ready reasoning engine that combines Claude AI with MCP tools to perform structured search, schema validation, and rubric-based evaluation across legal, health, and science domains.

3 tools

ServiceNow MCP Server

A comprehensive MCP server providing deep integration with ServiceNow for managing incidents, service catalogs, change requests, workflows, and knowledge bases via API.

58 tools

granola-ai-mcp-server

Integrate Granola.ai meeting intelligence with Claude Desktop to search meetings, retrieve full transcripts, and analyze meeting patterns using local cache data.

5 tools

Browserbase MCP Server

Enables AI to control cloud browsers and automate web interactions through Browserbase and Stagehand. Supports web navigation, form filling, data extraction, screenshots, and automated actions with natural language commands.

bluemouse

BlueMouse acts as a 'Quality Gate' for AI-assisted coding, utilizing a Socratic logic engine and 17 layers of vetting to prevent hallucinations and ensure code soundness before generation.

openverse-images-adapter-2

An MCP server that exposes search and fetch tools for retrieving openly licensed images from Openverse. Returns high-resolution images and metadata suitable for ChatGPT connectors.

Todoist MCP Server

A comprehensive MCP server for Todoist that allows AI assistants to manage tasks, projects, labels, and sections using natural language and structured workflows.

24 tools

mcp-prompt-optimizer

Professional cloud-based MCP server for AI-powered prompt optimization with intelligent context detection, Bayesian optimization, AG-UI real-time optimization, template auto-save, optimization insights, personal model configuration via WebUI, team collabo

Skills MCP AD

A multi-client MCP server designed for enterprise Active Directory management, providing 45 specialized tools for users, groups, OUs, and GPOs via natural language automation.

53 tools

MCP Uplink

A secure proxy and CLI for MCP that enables cloud-hosted tools with intelligent filtering to reduce token usage and LLM hallucinations. It ensures security via a zero-trust architecture where sensitive credentials remain local while providing access to managed cloud MCP servers.

3 tools

Agent5ive MCP Server

Enables MCP-compatible clients to interact with deployed Agent5ive agents as tools. Allows users to query agent purposes and send messages to leverage Agent5ive capabilities through natural language.

semantic-context-mcp

A temporal intelligence system for AI agents that provides context management through a 3-layer brain architecture focusing on causality, tiered memory, and predictive context propagation.

mcp-resonance

A harmonic observation server that listens to the resonance between MCPs to detect emergent patterns, manage server coupling, and optimize ecosystem coherence.

5 tools

Databento MCP

A comprehensive MCP server providing tools for historical and real-time financial market data access, symbology resolution, and batch processing via Databento.

30 tools

Space Frontiers MCP Server

Interface for interacting with Space Frontiers data sources, offering both keyword-based and semantic search capabilities across library, telegram, and reddit databases.

2 tools