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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

OpenWeather

1

A LlamaIndex-integrated MCP server that provides real-time weather data, including temperature and humidity, by interfacing with the OpenWeather API.

1 tool

Commander

1

A process management server that enables executing, monitoring, and controlling long-running background processes with persistent logging and resource tracking across multiple platforms.

6 tools

Hunyuan Image (Replicate)

1

A specialized MCP server that integrates Tencent's Hunyuan Image 2.1 model via Replicate to provide high-quality text-to-image generation with customizable dimensions and batch processing.

1 tool

MCP Odoo Server

1

A comprehensive MCP server that enables conversational management of Odoo ERP data, including timesheets, expenses, contacts, invoicing, sales, and HR resources.

35 tools

AI Image MCP Server

1

A comprehensive MCP server providing tools for AI-driven image analysis, technical metadata extraction, and sophisticated image generation/editing using OpenAI Vision and DALL-E models.

10 tools

PEX MCP Server

1

Enables AI assistants to interact with the PEX Card External API to manage business accounts, cards, and transactions. It provides 72 tools for retrieving account balances, managing spending rules, and tracking business expenses through natural language.

ElasticMind-MCP

1

An MCP server that enables semantic search and knowledge management by indexing PDF documents and text into Elasticsearch for real-time querying by LLMs.

4 tools

Mind Map MCP Server

1

A completely local MCP server that transforms Markdown text into high-quality mind map images using three distinct layout modes for hierarchical data visualization.

3 tools

Sensei

1

Sensei is an engineering mentor MCP server that orchestrates 64 specialized AI personas to provide architectural guidance, maintain session memory of technical decisions, and inject relevant development standards directly into the LLM's reasoning process.

20 tools

gemini-mcp

1

An MCP server that enables AI assistants to perform real-time internet searches and analysis by interfacing with the gemini-cli tool.

1 tool

YouTube Content Management

1

A YouTube Data API v3 integration for MCP that enables content discovery through advanced searching and retrieval of key metrics for videos, channels, and playlists.

6 tools

DAW MIDI Generator MCP

1

A specialized MCP server that allows AI to generate production-ready MIDI files for various musical elements like chords, drums, and melodies, compatible with all major DAWs.

5 tools

DROMA MCP Server

1

A specialized MCP server that bridges AI assistants with cancer pharmacogenomics data, enabling natural language analysis of drug-omics associations using the DROMA platform.

17 tools

SSH MCP Server

1

A robust MCP server that enables AI assistants to securely manage remote servers through SSH and SFTP, supporting command execution, file transfers, and multi-server orchestration.

9 tools

TorrentClaw-MCP

1

Giving AI assistants the ability to search movies and TV shows, find torrents with magnet links, check streaming availability, and explore cast/crew metadata.

Aave Liquidation

1

A specialized MCP server for monitoring Aave V3 positions on Ethereum mainnet, providing real-time health factor calculations, risk assessment, and profit estimation for liquidations.

8 tools

SharePoint MCP Server

1

A production-ready MCP server that enables interaction with Microsoft SharePoint sites, libraries, and files using the Graph API and secure OAuth authentication.

10 tools

KAIA-MCP Server

1

A DeFi-focused MCP server for the KAIA blockchain that enables AI agents to track wallet balances, query token prices, and execute transactions on KiloLend and DragonSwap protocols.

25 tools

arthur-mcp

Needs Setup
1

Ground truth verification for AI-generated code plans. Catches hallucinated file paths, schema references, imports, env vars, types, API routes, Express/Fastify routes, and Supabase schema — deterministically, zero cost, no API key.

TogoMCP

1

TogoMCP is an MCP server designed to execute SPARQL queries against biological and biomedical RDF databases from the RDF Portal, while also providing REST API integrations for bioinformatics resources.

skvil-mcp

1

Enables AI assistants to verify, scan, and check on-chain security certifications for AI agent skills to ensure they are safe from malicious patterns. It provides native tools for interacting with the Skvil network's community-powered reputation system and immutable blockchain-based trust records.

Todo List

1

A comprehensive task management MCP server that provides persistent todo list tracking using SQLite and Prisma, allowing users to create, complete, search, and delete tasks.

5 tools

Jira MCP Server

1

A comprehensive MCP server for interacting with self-hosted Jira instances, providing 27 tools for issue management, JQL searching, and metadata discovery. It supports advanced features like custom field handling, project versions, and issue transitions using Personal Access Token authentication.

27 tools

regen-compute-credits

Needs Setup
1

MCP server that connects AI compute usage to verified ecological credit retirement on Regen Network. Estimate your session footprint, browse carbon and biodiversity credits, and retire them on-chain via credit card.

mcp-server

Needs Setup
1

Build intent specs via Socratic AI conversation. Connect to your Intent Layer for context.

1trippulse

Needs Setup
1

12 AI travel tools: trips, flights, costs, weather, visa, tips for 80+ cities

Blockchain.com Data and Query

1

MCP (Model Context Protocol) Server. Integrates with Blockchain.com's Data and Query APIs to enable Bitcoin blockchain data retrieval, analysis, and market monitoring for cryptocurrency applications.

17 tools

Decompose

1

Decompose text into classified semantic units. Authority, risk, attention. No LLM.

MCP Discord Agent Communication

1

A specialized MCP server that enables AI agents to send notifications or request human input through Discord, facilitating remote monitoring and interaction during long-running tasks.

1 tool

Presso

1

Connect e-commerce and marketing data to AI assistants via MCP.