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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Gmail MCP Server

2

A robust Gmail integration for MCP that offers 25+ tools for AI-powered email categorization, advanced multi-criteria search, automated cleanup policies, and secure multi-format archival and export.

29 tools

Jira

2

A comprehensive developer-focused MCP server for Jira integration, enabling seamless issue management, sprint tracking, and metadata retrieval via a Rust-based CLI.

31 tools

RSK MCP Server - Rootstock Blockchain Tools

2

A comprehensive MCP server for the Rootstock (RSK) blockchain that enables wallet management, secure token transfers, and advanced smart contract deployment, verification, and interaction.

7 tools

Gmail Lead Nurturing

2

A production-ready MCP server for automating Gmail outreach campaigns featuring multi-stage follow-ups, lead scoring, and 24/7 intelligent response tracking for dental practices.

6 tools

IOL MCP Tool

2

An MCP server that enables integration with the Invertir Online (IOL) trading API, allowing users to interact with their financial accounts and manage trading operations through Claude.

milvus-sdk-code-helper

2

An MCP server that assists developers in writing Milvus SDK code by providing intelligent code generation, ORM-to-client conversion, and cross-language translation using the latest indexed Milvus documentation.

3 tools

Local Memory

2

A privacy-focused local memory MCP server that provides persistent storage, session management, and fuzzy search for user preferences, prompts, and code changes using local JSON files.

16 tools

EndNote Library Reader

2

An MCP server that enables programmatic access to EndNote .enl libraries, allowing users to list metadata, search references, and extract full text from attached PDFs.

4 tools

Sound Notification

2

A specialized MCP server that enables AI coding assistants like Cursor and Windsurf to trigger auditory alerts on macOS, notifying users when tasks are complete or when manual intervention is required.

LegCo Search MCP Server

2

A specialized MCP server providing real-time access to the Hong Kong Legislative Council (LegCo) open data, including bills since 1844 and voting results, questions, and Hansard records since 2012.

5 tools

Business Central MCP Server

2

A specialized MCP server for Microsoft Dynamics 365 Business Central that enables AI clients to manage customers, items, and sales orders through natural language.

5 tools

Lean Mathlib 4 Documentation

2

Provides searchable access to Lean Mathlib 4 documentation, allowing users to find theorems, definitions, and mathematical constructs via regex-based queries.

1 tool

Gemini Email Subject Generator MCP

2

A tool that uses Google's Gemini Flash 2 model to automate email subject creation and send emails via SMTP, while also providing deep-reasoning text generation for brainstorming.

2 tools

bitbank-mcp-server

2

A specialized MCP server that integrates bitbank cryptocurrency exchange data with LLMs for advanced technical analysis, chart pattern detection, and automated SVG visualization.

5 tools

MCP-Booster

2

MCP-Booster is a comprehensive development assistant providing continuous chain-of-thought reasoning (CoConuT) and corporate memory systems to automate task planning, code execution, and quality validation.

Ontology RL E-commerce

2

A sophisticated e-commerce assistant that uses ontology-based reasoning and Reinforcement Learning (PPO) to manage product discovery, order processing, and customer support with automated rule validation.

22 tools

Povio Worklog MCP Server

2

A Model Context Protocol server that automates Povio worklog management by analyzing git commits, enhancing descriptions with AI, and posting entries directly to the Povio dashboard.

4 tools

bank-mcp

2

Provides AI assistants with secure, read-only access to over 15,000 financial institutions across the US and Europe via the Model Context Protocol. It enables users to query account balances, transactions, and spending breakdowns through natural language conversation.

Mo Bus

2

An unofficial MCP server for Odisha's Mo Bus/Ama Bus network providing intelligent journey planning, route searching, and fare estimation for over 60 routes in Bhubaneswar, Cuttack, and Puri.

MCP Server Starter Template

2

A template for building MCP servers that expose UI component registries and design systems to AI assistants, supporting shadcn/ui style registry formats.

3 tools

Bing CN MCP Enhanced

2

A specialized MCP server optimized for Chinese Bing searches and webpage scraping that requires no API keys, enabling AI models to browse localized web content.

4 tools

1C Templates MCP Server

2

Provides storage, searching, and retrieval of 1C (BSL) code templates with a built-in web interface for easy template management. It enables AI assistants to fetch specific boilerplate code directly into editors using natural language search.

Ace Codebase Indexer

2

A high-performance Go-based MCP server that provides semantic search and intelligent code indexing for large-scale projects using SHA-256 deduplication and concurrent processing.

1 tool

Instapaper MCP Server

2

Comprehensive MCP server for Instapaper that allows AI models to manage bookmarks, organize folders, and perform bulk content analysis through natural language.

26 tools

GitHub Team Management MCP Server

2

A robust MCP server for automating GitHub project management, allowing AI assistants to manage issues, organize project boards, and analyze organizational activity through OAuth-authenticated workflows.

24 tools

Auggie (Augment Code)

2

An MCP server that integrates the Auggie CLI into coding assistants, allowing for context-aware repository Q&A and automated code transformations.

2 tools

Tuba Workflow

2

This MCP server bridges Tuba.ai computer vision workflows to AI assistants, allowing users to programmatically run vision pipelines, monitor status, retrieve results, and update block parameters.

5 tools

AI-Collab-Memory

2

An MCP server for managing work logs, research results, and task checkpoints to enable seamless collaboration and state recovery between AI agents. It provides a persistent memory layer for tracking project history and resuming workflows across different sessions or tools.

Soul Crystal MCP

2

Provides AI agents with a persistent internal dynamical state and emotional reservoir that evolves based on text interactions. This server enables agents to maintain a consistent affective substrate across sessions through tools that track phase coherence and emergent emotional vibes.

ML Lab MCP

2

A comprehensive ML engineering toolkit that enables model training, dataset management, and infrastructure provisioning across local GPUs, cloud providers, and remote VPS. It integrates experiment tracking, cost estimation, and deployment workflows for Ollama and Open WebUI.

62 tools