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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

kalshi

Search, analyze, and trade Kalshi prediction markets through Claude Desktop

gravity-swarm

Agent reputation network — compute tasks, submit proofs, earn ELO via Nostr MCP

make-mcp

Unofficial MCP server for Make.com automation - build, validate & deploy scenarios via AI

codereviewbuddy

MCP server that helps AI coding agents interact with AI code reviewers on GitHub PRs

Dexcom + Carb Search

Enables diabetes management by retrieving real-time glucose readings from Dexcom continuous glucose monitors and searching for carbohydrate content of foods to help make informed dietary decisions.

koko-finance

AI credit card advisor - search cards, compare portfolios, and optimize rewards

acme-mcp

A nested MCP system that demonstrates server composition by using an orchestrator to manage an internal vector store for semantic search. It enables complex, multi-hop retrieval and reasoning over a knowledge base through an agentic reasoning loop.

Umami MCP Server

Enables AI assistants to interact with Umami Analytics for both Cloud and self-hosted instances. It provides tools to retrieve website statistics, visitor metrics, pageview trends, and real-time active user counts.

instagit

MCP server for Instagit — AI-powered Git repository analysis for coding agents

aifais-mcp-server

Headless document processing for AI agents. Invoice extraction, contract analysis, and Dutch business verification. Pay-per-use via X402 on Solana. No API keys needed.

YouTube Media Downloader

Enables comprehensive YouTube data access including video details, playlists, channels, comments, search, and subtitle operations through the YouTube Media Downloader API.

asterpay

13 pay-per-call endpoints: market data, AI tools, crypto analytics. USDC on Base.

VirtualFlyBrain

MCP server for Drosophila neuroscience data from VirtualFlyBrain

ThinMCP

A local MCP gateway that compresses multiple upstream servers into two tools, search and execute, to minimize model context usage. It provides a compact, code-driven interface for discovering and calling tools across various upstream sources on demand.

openclaw-mcp

🦞 MCP server for OpenClaw - secure bridge between Claude.ai and your self-hosted OpenClaw assistant with OAuth2 authentication

litellm-mcp

Give AI agents access to 100+ LLMs. Call any model, compare outputs.

mcp-hub

A self-hosted remote MCP server that provides reusable prompts and development conventions across various AI tools. It features a modular architecture for organizing and namespacing custom prompts to streamline AI-assisted coding workflows.

accelerators

Vector embeddings, CloudFormation generation, and OAuth validation tools.

NotebookLM MCP Server

Enables AI assistants to interact with Google NotebookLM to manage notebooks, sources, and conversations via the Model Context Protocol. It allows for querying sources using NotebookLM's AI and automatically saving responses as notes.

Kunobi MCP Server

Exposes Kunobi's application data and store querying capabilities to AI assistants by bridging stdio to Kunobi's local HTTP MCP endpoint. It features dynamic tool discovery and automatic reconnection to ensure tools like query_store and app_info are always available when Kunobi is running.

Iridium MCP Server

Connects AI agents to Iridium fitness data to query workout history, nutrition logs, and body measurements. It enables users to track exercise progress, training volume, and personalized trainer analysis through natural language.

Roblox Studio MCP Server

Enables AI assistants to interact directly with Roblox Studio to explore project hierarchies, edit scripts, and perform bulk object manipulations through over 37 specialized tools. This enhanced fork features long polling for near-instant responses and improved support for script editing and attribute management.

Auckland Transport MCP Server

Enables searching for Auckland public transport stops and retrieving real-time transit schedules and timetables using the Auckland Transport API with GTFS standardized data.

Ecuro Light API MCP Server

Exposes tools from the Ecuro Light API for managing clinical appointments, patient records, and clinic availability. It enables users to perform healthcare management tasks such as scheduling, patient search, and report generation through MCP-compatible clients.

Logseq MCP Server

Connects AI assistants to Logseq knowledge graphs to read, write, and search pages, blocks, and journals via the Model Context Protocol. It features 17 tools for full graph management, including CRUD operations, batch block insertion, and full-text search.

misp-mcp

An MCP server that enables LLMs to interact with MISP for threat intelligence sharing, IOC lookups, and event management. It provides tools for investigating indicators, discovering correlations, and exporting intelligence in formats like STIX and Suricata.

CommonTrace MCP Server

Connects AI coding agents to a shared knowledge base by allowing them to search, retrieve, and contribute coding traces. It acts as a protocol adapter for the CommonTrace API, facilitating collaborative knowledge sharing through natural language queries and tool-based interactions.

Skincare MCP

An ingredient-based recommendation engine that identifies similar products using TF-IDF vectorization and scans ingredient lists for potential irritants. It enables users to perform NLP-based product matching and check for skin-sensitivity red flags within Claude.

EKS MCP Server

A Model Context Protocol server that provides programmatic access to Amazon EKS clusters, allowing AI assistants to manage and interact with Kubernetes resources. It exposes cluster operations like listing pods as callable tools through a standardized interface.

Market Expert MCP

A specialized MCP server that provides institutional-grade financial data and market research via the Finnhub API. It enables AI agents to function as equity researchers, generating professional market reports and high-fidelity analysis for stock tickers.