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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Enzyme

Enzyme is a semantic search and pattern discovery engine for Obsidian vaults that uses 'catalysts' to surface latent connections and clusters based on tags, links, and temporal activity.

@schnick371/devsteps-mcp-server

A collaborative task tracking MCP server designed to synchronize workflows between developers and AI agents.

Tavily Search

A Model Context Protocol server that integrates with the Tavily API to provide advanced web search and fact-checking capabilities for real-time information retrieval.

Exa Websets MCP Server

Enables creation and management of AI-powered web entity collections (companies, people, research papers) with automated search, data enrichment, monitoring, and verification through Exa's Websets API.

BLT-MCP

Provides AI agents with structured access to the OWASP Bug Logging Tool (BLT) ecosystem for logging bugs, triaging issues, and managing security workflows. It enables actions like submitting vulnerabilities, tracking contributor leaderboards, and awarding gamified bacon points through a unified interface.

maiga-mcp

A comprehensive MCP server providing integration with the Maiga API for cryptocurrency market intelligence, offering technical analysis, social sentiment, KOL insights, and on-chain data.

6 tools

Mock Data Generator

A tool for generating realistic mock data such as personal identities and corporate details using Faker.js, designed to assist in testing and development workflows.

Blog Publisher

MCP (Model Context Protocol) Server. Enables AI assistants to publish blog content to external platforms through a Python-based server with standard and local execution modes for automated content publishing workflows.

Exa Search

A Model Context Protocol server that integrates the Exa AI Search API, allowing AI assistants to perform real-time, structured web searches and retrieve formatted content snippets.

1 tool

Gateway

A unified gateway MCP server that connects AI assistants to multiple specialized services and HTTP APIs for dynamic tool discovery and interaction.

Pyppeteer Browser Automation

An MCP server that enables AI assistants to automate web browsing using Pyppeteer, supporting navigation, interaction, and page capture.

MCPServer

An MCP server that provides semantic search capabilities by integrating with OpenSearch, featuring multi-index support, advanced filtering, and SSE transport.

1 tool

Weather MCP Server

A Model Context Protocol server that retrieves current weather information for any city using the OpenWeatherMap API, designed for integration with Claude Code.

superpower-mcp

Integrates the Superpowers skill library with Augment CLI, allowing AI assistants to access expert-crafted workflows, coding techniques, and best practices as tools.

2 tools

Hugging Face Spaces

Connects Claude Desktop to Hugging Face Spaces by automatically discovering Gradio endpoints and exposing them as tools for image, audio, and text processing.

Hacker News

A lightweight MCP server that enables AI models to search and retrieve top-ranking stories and discussions directly from Hacker News.

1 tool

mcp_email

An HTTP/SSE interface for IMAP and SMTP mail services that allows Claude and other MCP clients to read, search, and manage emails across multiple providers like Gmail and Outlook.

17 tools

MultiversX MCP Server

Enables interaction with the MultiversX blockchain, allowing users to create wallets, check balances, and send or issue tokens (EGLD, Fungible, SFT, NFT, MetaESDT) through natural language.

specif-ai-mcp-server

specif-ai-mcp-server-archive

mcp-math

A specialized MCP server providing exact arithmetic and verification tools for mathematical problem solving, designed to be compatible with both Claude and Jupyter notebooks.

3 tools

mcp-qdrant-codebase-embeddings

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

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.

mcp-memory

A RAG-based persistent memory server built on Cloudflare Workers that enables AI agents to store and retrieve user preferences and context across conversations using vector search.

mcp_multi_agent

mcp

A versatile MCP server providing weather data, system utilities, Azure resource management, and AI image generation/editing with support for interactive parameter elicitation.

11 tools

Cloudflare Playwright MCP

A Model Control Protocol server that enables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.

Notion Knowledge MCP Server

A Cloudflare Workers-based service that enables intelligent searching, automatic code snippet recording, and statistical analysis of programming knowledge stored in Notion databases.

OpenClaw MCP Server

Enables delegation of immediate conversational messages and long-running background tasks to OpenClaw agents. It allows users to spawn research or monitoring tasks, check execution status, and manage active agent sessions within MCP-compatible clients.