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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

AkShare MCP Server

5

A financial data MCP server based on AkShare that provides real-time and historical stock market data for US, Hong Kong, and A-share markets in formatted Markdown tables.

3 tools

Localizable XCStrings

5

A specialized MCP server for managing iOS and macOS Xcode String Catalog (.xcstrings) files, enabling automated, batch-processed translations via OpenAI with intelligent placeholder preservation.

7 tools

Tongyi Wanx

5

MCP (Model Context Protocol) Server. Enables image generation through Alibaba's Tongyi Wanx API, handling authentication, communication, and response formatting for applications requiring AI-generated visuals.

4 tools

AI Translation

5

A robust translation server that handles JSON internationalization files using AI providers like Gemini, OpenAI, and DeepSeek, featuring intelligent multi-file deduplication and structural preservation.

2 tools

Obsidian Elite RAG MCP Server

5

Transform Obsidian vaults into AI-powered knowledge bases using a multi-layer RAG architecture that combines vector search with Graphiti knowledge graphs for advanced semantic retrieval and relationship mapping.

6 tools

LLMling

5

A configuration-driven MCP server that enables declarative setup of custom environments including resource management, Python-based tools, and template-based prompts via YAML.

1 tool

AppSignal MCP

5

A Model Context Protocol server that integrates with AppSignal to fetch and search through application error and performance monitoring data.

2 tools

NotebookLM MCP

5

Integrates Google NotebookLM into Claude to allow users to manage notebooks, add sources, and generate diverse content like podcasts, slides, and reports. It enables natural language interaction with notebook sources across Claude Desktop and Claude Code.

lacylights-mcp

5

LacyLights MCP provides an AI-powered theatrical lighting design system that integrates with DMX fixtures. It allows AI assistants to generate scenes from natural language, analyze scripts for cues, manage fixture patching, and control professional lighting playback.

60 tools

Usense Chinese Company Data

5

A comprehensive MCP server providing access to Chinese corporate data via Usense APIs, including registration details, investment records, legal litigation, and intellectual property information.

9 tools

Spire.Doc MCP Server

5

An MCP server that enables AI agents to create, manipulate, and convert Word documents without Microsoft Word installed. It supports 18 tools for paragraph/table management, document security, and high-fidelity conversion to formats like PDF, HTML, and Markdown.

21 tools

diffpilot

5

A local AI-powered code review assistant that provides pull request analysis, secret detection, and automated documentation generation directly within your development workflow.

9 tools

Basecoat UI MCP Server

5

A toolset for AI assistants to access and implement Basecoat CSS components, documentation, and setup scripts, enabling the creation of accessible HTML interfaces modeled after ShadCN UI.

7 tools

obsidian-ai-curator

5

Smart note consolidation for Obsidian using Claude AI. Automatically identifies and merges scattered fragments into structured knowledge via MCP. Like Tetris for your thoughts - pieces fall into place.

3 tools

Face Generator

5

An MCP server that generates realistic AI human faces using thispersondoesnotexist.com, providing tools for batch processing and image styling for UI prototyping.

1 tool

Flight Search

5

A comprehensive flight search MCP server that leverages the Aviasales API to find, filter, and book flights while providing detailed baggage and pricing information.

4 tools

mcp-find

5

Search for MCP Servers from the command line

logseq-mcp-server

5

Model Context Protocol server for Logseq knowledge base integration with AI assistants

4 tools

Infrahub

5

A Model Context Protocol server that connects AI assistants to Infrahub, an infrastructure data management platform featuring flexible schemas, native version control, and unified storage.

Librechat-Advanced

5

Chat with top llms(free) , built in websearch , code-interpreter data analysis tools , powered by the model context protocol.

NCCN Guidelines

5

A clinical decision support server providing direct access to NCCN guidelines through automated indexing, authenticated PDF downloading, and precise page extraction without relying on RAG.

3 tools

Unity-AI-Tools-Template

5

Unity MCP Tool template project

dicedb-mcp

5

A Model Context Protocol (MCP) server implementation for DiceDB to enable AI applications to interact with DiceDB databases.

7 tools

agentxsuite

5

AgentxSuite is an open-source platform to connect, manage, and monitor AI Agents and Tools across multiple MCP servers — in one unified interface.

6 tools

AI_Agent_with_MCP

5

MCP server built with Google’s Agent Development(ADK) Kit featuring multiple specialised agents that collaborate through intelligent routing. The system provides RESTful API endpoints for various capabilities including web searches, data analysis, and code generation while maintaining extensibility through a modular architecture

4 tools

ruvscan

5

🧠 The AI that finds the code you didn't know you needed - Sublinear-intelligence MCP server for discovering GitHub leverage

4 tools

Tesouro Direto

5

A specialized MCP server providing real-time access to Brazil's Tesouro Direto market, enabling users to query bond rates, market status, and filter specific financial instruments.

3 tools

mezmo-mcp

5

Mezmo MCP: A remote Model Context Provider (MCP) for AI assistants and IDEs to interact with the Mezmo observability platform—enabling pipeline management, log querying, and root-cause analysis via the Model Context Protocol.

7 tools

mcp-victoriatraces

5

An MCP server for VictoriaTraces providing full read-only access to tracing APIs, service dependency graphs, and embedded offline documentation for observability and debugging tasks.

6 tools

Prozorro MCP Server

5

Provides access to Ukraine's public procurement system (Prozorro), allowing users to search and retrieve detailed tender information by organization, date, and legal identifiers.

1 tool