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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

expense-tracker-mcp-server

1

A personal finance MCP server that uses SQLite to record, categorize, and analyze expenses through natural language interactions.

5 tools

memory-mcp

1

An MCP server designed for Claude Code that implements persistent project-level memory by storing and retrieving keyword-indexed Markdown files.

2 tools

Blabber (OpenAI TTS)

1

An MCP server that enables LLMs to generate and play high-quality speech using OpenAI's Text-to-Speech API with support for multiple voices and audio formats.

1 tool

KIMI AI

1

A Kimi AI (Moonshot) integration for MCP providing text generation via Qwen2.5-72B and vision capabilities, including built-in web search functionality powered by DuckDuckGo.

Fleur App Launcher

1

A platform-specific MCP server that integrates with the Fleur application to launch external tools like Gmail, Linear, and Slack on macOS and Windows.

Solana

1

MCP (Model Context Protocol) Server. Integrates with Solana blockchain using Web3.js, enabling automated transactions, smart contract deployments, and blockchain analytics.

DataCite

1

This MCP server provides access to the DataCite GraphQL API, allowing users to query metadata for research outputs like DOIs, datasets, and publications via the PID Graph.

Cowsay

1

A whimsical MCP server that brings the classic cowsay utility to LLMs, allowing them to generate ASCII art speech and thought bubbles using over 9 character variants like Tux, dragons, and elephants.

3 tools

Alibaba Cloud Operations

1

A comprehensive MCP server for managing Alibaba Cloud resources including ECS instances, OSS storage, RDS databases, and monitoring via CloudMonitor and OOS.

scalene-mcp

1

A FastMCP server providing structured access to Scalene's CPU, GPU, and memory profiling for Python projects, featuring automated bottleneck analysis and profile comparisons.

7 tools

Azure-AI-Image-Editor-MCP

1

A Model Context Protocol server that enables text-to-image generation and image editing using Azure AI Foundry models like FLUX.1.

2 tools

Kleros Court

1

A specialized MCP server for interacting with the Kleros decentralized arbitration platform, enabling users to retrieve blockchain dispute data, meta-evidence, and evidence submissions across Ethereum and Gnosis Chain.

1 tool

LangChain Hub

1

A robust MCP server providing programmatic access to the LangSmith prompt hub for searching, fetching, comparing, and managing thousands of community-vetted AI prompts.

13 tools

Behavioural Prediction

1

AI-powered tools to analyze wallet behaviour prediction,fraud detection and rug pull prediction powered by ChainAware.ai.

3 tools

ToolBartender

1

A Planner MCP that transforms natural-language goals into structured execution plans including steps, assumptions, and required confirmations for LLM agents.

4 tools

Aleatoric Engine

1

A specialized MCP server for generating institutional-grade, deterministic synthetic market data across major exchanges like Binance and CME for backtesting and stress testing trading algorithms.

9 tools

Famulor

1

A comprehensive MCP server for the Famulor Voice Agent Platform that facilitates AI-powered phone calls, campaign management, SMS messaging, and real-time voice assistant configuration.

21 tools

pubcrawl

Validated
1

PubMed literature search and US/UK drug labelling for AI assistants.

12 tools

Web Content Pick

1

A robust web extraction tool that utilizes customizable CSS selectors and recursive crawling to pull structured content from web pages directly into an AI assistant.

MLflow

1

MLflow MCP server for ML experiment tracking with advanced querying, run comparison, artifact access, and model registry.

19 tools

Twitter MCP Server

1

A specialized MCP server that uses official Twitter algorithms to accurately count characters, validate post constraints, and optimize content for X (Twitter).

4 tools

clawtube-mcp

1

Minimal MCP server for ClawTube — a small, auditable control plane for skills and agents.

Chromia Wallet

1

MCP (Model Context Protocol) Server. Integrates with the Chromia blockchain to enable cryptocurrency transactions and wallet operations for automated financial workflows.

Todo MCP Server

1

A robust task management MCP server that enables AI agents to track, prioritize, and manage project steps using an ordered list system with persistent storage.

9 tools

Conversation Save Load

1

A lightweight MCP server designed for persistent conversation storage, enabling LLMs to save and retrieve dialogue context using local file system operations.

macOS Native OCR MCP Server

1

A high-performance macOS-native MCP server providing offline OCR for images and PDFs using the Vision framework, featuring intelligent block aggregation for complex layouts.

2 tools

HR Assistant Agent

1

An intelligent HR management system that automates workflows for onboarding, leave tracking, meeting scheduling, and IT ticketing via natural language. It integrates employee management logic with automated email notifications to streamline administrative tasks through the Model Context Protocol.

11 tools

smart-connections

Failed
1

MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.

Claude Conversation Memory System

1

A Model Context Protocol server that enables Claude to store, search, and summarize conversation history locally using full-text search and automatic topic extraction.

3 tools

File System Utilities

1

MCP (Model Context Protocol) Server. Provides a set of file system utilities for executing shell commands, displaying file contents, searching with regex, and writing to files through a Go-based server that communicates via stdio transport.

4 tools