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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

ms-fabric-mcp-server

A comprehensive MCP server for interacting with Microsoft Fabric, enabling AI agents to manage workspaces, execute Spark code via Livy, run Data Factory pipelines, and query Power BI semantic models or SQL endpoints.

38 tools

BigContext MCP

A comprehensive document analysis server that handles large-scale files through intelligent segmentation and TF-IDF search, featuring 31 specialized tools for semantic validation and epistemological grounding.

31 tools

MCP Database Server

A robust database access server for Claude that supports both SQLite and SQL Server, enabling schema management, SQL execution, and data export through natural language.

10 tools

WebResearch

A web research MCP server that enables automated browsing, Google searching, and content extraction using Playwright to provide LLMs with real-time information.

3 tools

agentaudit

Security scanner for AI packages — MCP server + CLI

mcp-tap

The last MCP server you install by hand. Discover, install, and configure MCP servers from inside your AI assistant.

Simple Jira MCP

A Jira Cloud integration for AI agents that enables issue management through JQL searching, detailed ticket retrieval, and creation of new issues. It features support for multiple configurations and attachment handling directly within AI workflows.

5 tools

WHOOP MCP Server

Connects WHOOP fitness data to Claude Desktop, enabling natural language queries about workouts, recovery, sleep patterns, and health metrics while keeping data secure and private.

AIVA MCP Server

AIVA MCP Server connects AI assistants to customer intelligence and Shopify data, providing tools for managing subscriptions, tracking affiliates, and accessing RFM segments and churn predictions.

15 tools

Rememberizer MCP Server

Connects to Rememberizer.ai to search, retrieve, and store internal knowledge across integrated platforms like Slack, Gmail, and Google Drive using semantic and agentic search.

6 tools

Slack MCP Server

A comprehensive MCP server enabling AI assistants to manage Slack workspaces via OAuth 2.0, supporting channel operations, message threads, file handling, and advanced message searching.

17 tools

FluentLab Funding Assistant

Provides access to FluentLab's funding database, enabling users to search for funding opportunities and retrieve document checklists required for specific funding programme applications.

Vector Memory MCP

A persistent semantic memory server that uses vector embeddings and SQLite to help AI assistants remember and retrieve coding experiences, solutions, and technical knowledge.

7 tools

BlenderMCP

A Model Context Protocol server that bridges Claude AI with Blender, enabling natural language control over 3D modeling, asset management via Poly Haven/Sketchfab, and automated scene manipulation using Python.

1 tool

Flow-Registration MCP

An MCP server providing programmatic access to variational optical-flow motion correction for 2-photon microscopy videos and 3D scans. It enables automated image registration and motion artifact removal for scientific imaging data via AI assistants.

FPF Agent Stack

An offline-first AI agent stack implementing the First Principles Framework (FPF) with a holonic architecture, providing sandboxed file operations and local LLM orchestration.

poof-mcp

High-level MCP server for macOS that provides AI agents with full terminal control using AppleScript and zmx for session management, keystroke input, and real-time screen scraping.

11 tools

Resume Gap Analyzer

Analyzes resumes against job descriptions to identify missing skills, keywords, and improvement opportunities using AI. Provides structured feedback including gap analysis, ATS optimization suggestions, and actionable recommendations to improve job application success.

MM Query

A specialized tool for querying and comparing wholesale and retail product data from MM Mega Market Vietnam, featuring multi-store support and price transparency between B2C and B2B platforms.

8 tools

MCP Calendar Assistant

A robust MCP server for comprehensive Google Calendar and task management, enabling AI assistants to perform smart scheduling, availability checks, and schedule analysis using natural language.

16 tools

Bitbucket MCP Server

A Bun-based MCP server for Bitbucket that enables AI models to interact with repositories, specifically designed for pull request reviews and context retrieval.

Fetch

A specialized web fetching tool that converts web content to markdown and optimizes images for Claude Desktop through automated clipboard operations on macOS.

1 tool

Foundry MCP

A spec-driven development framework that provides structured scaffolding for AI coding assistants to manage feature lifecycles, track task dependencies, and perform automated reviews.

4 tools

MCP Claude Shell Server

A Node.js MCP server that wraps the Claude Code CLI to perform parallelized code generation, editing, and refactoring with robust retry logic and JSON validation.

5 tools

Web Tools MCP Server

A TypeScript server that provides web search and content fetching capabilities through Claude CLI integration, allowing Claude Desktop and other MCP clients to access real-time web information.

Google News13 MCP Server

A comprehensive MCP server for interacting with Google News, providing categorized news retrieval (tech, sports, business), keyword-based searches, and autocomplete query suggestions.

11 tools

MCP Domain Availability Server

A robust domain lookup server that utilizes DNS, RDAP, and WHOIS protocols to check domain availability, status, and registration details for single or bulk queries.

2 tools

EdgeOne Pages MCP Server

A self-hosted MCP server that enables AI assistants to deploy and manage static websites using EdgeOne's global infrastructure and KV storage.

Parcel MCP Server

A Parcel delivery tracking MCP server that enables AI assistants to manage shipments, track active deliveries, and look up carrier codes through the Parcel API.

4 tools

YNAB MCP Server

A minimal, auditable MCP server that enables local AI assistants to read and manage YNAB budget data through secure API interactions. It allows for financial coaching and budget management while keeping sensitive context private on the user's local machine.

9 tools