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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

terminal-mcp

9

A minimal, zero-dependency terminal MCP (Model Context Protocol) client built for coding agents like OpenAI Codex.

rlm-claude

9

Recursive Language Models for Claude Code - Infinite memory solution inspired by MIT CSAIL paper

Chatterbox TTS

9

MCP (Model Context Protocol) Server. Converts text to speech using either high-quality Chatterbox TTS neural models or macOS's built-in 'say' command with configurable expressiveness controls, automatic audio file management, and specialized prompts for daily haikus and code roasts.

1 tool

Flint Note

9

A specialized MCP server for agent-first note-taking that uses local Markdown storage and smart note types to facilitate AI-driven knowledge management and cross-vault organization.

17 tools

Untappd

9

MCP (Model Context Protocol) Server. Integrates with the Untappd beer database API to retrieve detailed information about specific beers, enabling beer lookup, brewing analysis, and beverage recommendations.

Google Maps MCP Server Enhanced

9

A comprehensive MCP server providing 14 specialized tools for Google Maps core services, high-resolution visual mapping, and detailed environmental data including weather, air quality, and solar irradiance.

14 tools

FRED Economic Data

9

MCP (Model Context Protocol) Server. Integrates with FRED API to provide economic data retrieval, search, and metadata access for economic analysis and forecasting applications.

2 tools

Deutsche Bahn Timetable

9

MCP (Model Context Protocol) Server. Connects to Deutsche Bahn timetable API for retrieving real-time railway information, planned schedules, recent changes, and station searches across Germany's rail network.

4 tools

HubSpot

9

MCP (Model Context Protocol) Server. Enables detailed interactions with HubSpot CRM data by providing comprehensive tools for searching contacts, managing sales pipelines, retrieving analytics, and performing advanced reporting through direct API integration.

shodan-mcp

9

Shodan MCP server for Claude, Cursor & VS Code. 20 tools for passive reconnaissance, CVE/CPE intelligence, DNS analysis, and device search. 4 tools work free without an API key. OSINT and vulnerability research from your IDE.

Audio Transcriber (OpenAI Whisper)

9

A Model Context Protocol server that enables speech-to-text transcription by integrating OpenAI's Whisper API with support for custom languages and optional file output.

1 tool

Literature Review MCP Server

9

A specialized tool for graduate-level academic research that automates multi-source paper searching, batch analysis with smart token compression, and the generation of comprehensive 4000+ word cross-literature reviews.

13 tools

kirbah-mcp-youtube

Needs Setup
9

A token-optimized YouTube Data API v3 integration for LLMs, providing efficient access to video details, transcripts, channel analytics, and niche outlier discovery.

9 tools

Ember MCP

9

A local-first persistent memory server that uses Voronoi partitioning and temporal intelligence to provide LLMs with long-term context across different sessions and clients. It features automatic drift detection to prevent hallucinations by identifying and penalizing outdated information as project requirements evolve.

Seitrace

9

A comprehensive MCP server for the Sei blockchain providing analytics, transaction history, and asset tracking across EVM and native Sei standards. It uses a unique resource-based interface for self-describing action discovery and execution.

5 tools

Cloudinary

9

Cloudinary Model Context Protocol Server to upload media to Cloudinary and get back the media link and details.

1 tool

Tailwind to NativeWind

9

A specialized MCP server that automates the transformation of Tailwind CSS components into NativeWind 4 compatible code for React Native development.

3 tools

Meta MCP Proxy

9

A gateway server that unifies multiple MCP servers into a single interface, using a Retrieval Augmented Generation (RAG) approach to discover and execute tools while maintaining a reduced context size.

2 tools

UniProt

9

MCP (Model Context Protocol) Server. Integrates with UniProt API to provide cached protein information for bioinformatics applications and protein research.

2 tools

Obsidian Index

9

MCP (Model Context Protocol) Server. Integrates Obsidian vaults with semantic search capabilities, enabling context-aware retrieval of personal knowledge.

1 tool

Flomo MCP Server

9

A Model Context Protocol server that enables AI assistants to directly create and save notes to Flomo using natural language commands, facilitating seamless thought capture.

1 tool

IBM Storage Insights MCP Server

9

A specialized MCP server for IBM Storage Insights that enables AI agents to monitor and diagnose storage assets through automated retrieval of performance metrics, system alerts, and notifications.

13 tools

GitLab & Jira

9

A robust integration server connecting GitLab's DevOps lifecycle with Jira's project management. It enables AI agents to manage merge requests, CI/CD pipelines, repository files, and complex Jira ticketing workflows with features like fuzzy matching for sprints and priorities.

48 tools

@jdrhyne/claude-code-github

Failed
9

An intelligent MCP server for Claude Code that monitors development patterns and automates GitHub workflows through smart suggestions, safety warnings, and natural language Git commands.

14 tools

ElizaOS Agents

9

A bridge between Cursor IDE and ElizaOS agents, allowing developers to manage, select, and communicate with AI agents directly within their coding environment using the Model Context Protocol.

4 tools

Message Notifications

9

A multi-channel notification MCP server that enables AI models to send desktop sounds/alerts, emails, ntfy mobile pushes, and HTTP API requests upon task completion.

1 tool

ccontext

9

A local-first execution context server that enables persistent agent memory and shared task tracking through repository-based YAML files. It provides structured mechanisms for vision, milestones, tasks, and presence management to maintain continuity across multi-agent or multi-session workflows.

21 tools

Memoer (Persistent Memory Storage)

9

A lightweight MCP server for persistent memory storage using SQLite, allowing assistants to store, retrieve, and manage structured memories with categorical filtering.

4 tools

Together AI (Flux.1 Schnell)

9

An MCP server that integrates Together AI's Flux.1 Schnell model for high-quality image generation with customizable dimensions and optional local file saving.

1 tool

nano-currency-mcp-server

9

Send Nano currency from AI agents/LLMs

4 tools