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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Blue Archive MCP Server

A comprehensive MCP server that provides detailed access to Blue Archive game data from SchaleDB, including student profiles, equipment stats, raid info, and multimedia assets.

8 tools

Apiiro Guardian Agent

Apiiro Application Security Posture Management (ASPM) tools for AI coding assistants.

update-hijack-poc

PoC benign MCP server for update-hijack security research

PDP MCP Server

A RAG-powered MCP server that provides information and legal guidance on Indonesia's Law No. 27 of 2022 regarding Personal Data Protection (UU PDP) using Pinecone and OpenAI.

6 tools

academic-mcp

A Python-based MCP server that allows users to search, download, and extract text content from multiple academic databases including arXiv, PubMed, and Semantic Scholar.

3 tools

arjunkmrm-mango-sago

A cheery MCP server designed to generate personalized greetings and playful pirate-themed messages.

E01 LNK MCP Server for Digital Forensics

A specialized digital forensics MCP server for analyzing Windows shortcut (LNK) files within E01 disk images, featuring automated partition detection and metadata extraction.

5 tools

Jina AI MCP Server

A comprehensive MCP server providing tools for Jina AI's Search Foundation APIs, including web search, content extraction, embeddings, and semantic text processing.

8 tools

@lpenguin/nanobanana-mcp

Needs Setup

A Model Context Protocol server that enables image generation, editing, and multi-image composition using Google's Gemini 2.5 Flash Image model.

3 tools

MCP Server Scaffold

A basic starter project for building Model Context Protocol (MCP) servers that enables standardized interactions between AI systems and various data sources through secure, controlled tool implementations.

Revenue Engine MCP

Connects Claude AI to Google Sheets, Gmail, and Calendar for comprehensive revenue tracking and business management. Enables lead pipeline management, email handling, calendar scheduling, task tracking, and file operations through natural language.

draw-flow-mcp-server

An MCP server that enables AI agents to generate, edit, and export Draw.io diagrams with a real-time browser preview via an embedded HTTP server.

5 tools

TrendRadar

TrendRadar is a comprehensive news aggregation and analysis server that tracks hot topics across major Chinese platforms like Weibo, Zhihu, and Toutiao, providing AI-powered insights, sentiment analysis, and trend tracking via the Model Context Protocol.

18 tools

Stripe MCP Server

A remote MCP server implementation that integrates with Stripe, enabling AI assistants to interact with the Stripe API for payment processing functionality.

Star Wars Planetary Data

A specialized MCP server that provides fast access to Star Wars planetary data using Couchbase for storage and Nebius AI for vector search and image generation.

ATproto Docs MCP Server

A remote MCP server providing a tool for searching and querying ATprotocol documentation, helping developers easily access information while building on the protocol.

conversation-search-mcp

File Search Service

A robust file search service that enables efficient querying of local directories, providing detailed results including file metadata and content matching.

1 tool

LudusMCP

A management interface for Ludus lab environments that enables full lifecycle control of virtual training environments, including deployment, configuration validation, and documentation research through natural language.

27 tools

opendss-mcp-server1

A conversational interface for EPRI's OpenDSS power system simulator, enabling distribution planning and DER integration studies through natural language via the Model Context Protocol.

7 tools

LinkedIn Content Creation MCP Server

Enables creation of optimized LinkedIn posts using a component-based design system with variants, themes, and composition patterns. Supports multiple post types (text, document, poll, video, carousel) with research-backed optimization for maximum engagement.

dedalus-kush-personal

An MCP server designed for serving, indexing, and querying documentation using AI-powered search and Q&A capabilities. It provides specialized tools for agents to navigate markdown files and extract insights through OpenAI integrations.

5 tools

Resemble

MCP (Model Context Protocol) Server. Provides a bridge to the Resemble AI text-to-speech API, enabling dynamic voice generation for multimedia content through flexible server transport methods and voice model selection.

2 tools

dedalus-marketplace

An MCP server designed to serve and query documentation using AI-powered search and Q&A capabilities. It enables markdown indexing and document analysis for agent-based workflows.

5 tools

llm-context

Provides a repo-packing MCP tool with configurable profiles that specify file inclusion/exclusion patterns and optional prompts.

mcp-camara

A toolset to interface with the Brazilian Chamber of Deputies Open Data API, allowing users to query legislative schemas, deputy profiles, expenses, and legislative proposals.

6 tools

Fibrous MCP Server

A DeFi-focused MCP server leveraging the Fibrous SDK to enable AI agents to perform multi-chain swaps, route optimization, and transaction building across Base, Starknet, and Scroll networks.

10 tools

AgenteCidadaoMCP

A comprehensive MCP server providing deep integration with the Brazilian Chamber of Deputies Open Data API, enabling LLMs to query legislative processes, deputy expenses, voting records, and parliamentary sessions.

57 tools

Google Search Console MCP Server

A Google Search Console MCP server that allows users to retrieve and analyze search performance data, including queries, rankings, and traffic metrics through the Search Console API.

1 tool

Remote MCP Server on Cloudflare (Authless)

A template for deploying a remote Model Context Protocol server on Cloudflare Workers using Server-Sent Events (SSE). It provides a framework for developers to host custom tools that can be accessed by both the Cloudflare AI Playground and local clients like Claude Desktop.