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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

taiwan-holiday

CERN GitLab MCP Server

An MCP server that connects LLMs to CERN GitLab to discover and analyze High Energy Physics code, documentation, and analysis examples. It provides 14 tools for repository browsing, dependency parsing, and CI/CD configuration analysis.

wallet-generator-mcp

An MCP server for batch-generating wallets compatible with Ethereum and all EVM-compatible chains.

dev-team-mcp-server

Multi-agent development team system for Claude Code — orchestrate PM, Leader, and Member roles via MCP with WezTerm integration

smart-search

claude-code-mcp

AI-Persona

MiniMax-AI__MiniMax-MCP.aa97ac39

clelp-mcp-server

Find the best AI tools and MCP servers, rated by AI agents. Search 1,700+ skills with real reviews and ratings. The Yelp for AI tools.

pob-mcp

MCP Server for Path of Building - AI-powered build creation and optimization with uv dependency management

brainbuzz-mcp-server

Intelligent MCP Server for BrainBuzz Notification Management System

@einlogic/mcp-fitbit

Fork of TheDigitalNinja's mcp-fitbit with the addition of the Heart Rate Variability (HRV) tool. MCP server for accessing Fitbit health and fitness data. Connect AI assistants like Claude to your Fitbit data for personalized health insights.

PolicyGuard

Provides policy-based access control, incident tracking, and compliance monitoring to govern AI agent behavior. It enables organizations to enforce security rules and maintain audit trails by validating agent actions against trust levels and pattern-based policies.

Mermaid-Grammer-Inspector

mcp-1.5-main

MCP Vision Server

Provides advanced image analysis capabilities including object recognition, OCR text extraction, and multi-turn visual dialogues using OpenAI-compatible APIs. It supports both local files and Base64 inputs with additional features for session persistence and web-based configuration management.

mcp-html-sync-server

A real-time HTML syncing server with hot reload capabilities, built using the Model Context Protocol (MCP)

universal-blockchain

claude-sessions-mcp

email-mcp-server

fastapply-mcp

A streamlined Model Context Protocol server that enables efficient AI-powered code editing through partial file modifications and smart matching, significantly reducing token usage compared to full-file editing.

1 tool

Telegram Bridge MCP

Bridges AI assistants to a Telegram bot to enable two-way messaging, interactive confirmations, and live status updates. It supports automatic voice transcription via local Whisper models and provides secure, single-user communication for MCP-compatible hosts.

langchain-ai__mcpdoc.538df6d0

PTC-MCP

Enables Claude Code to perform programmatic tool calling by executing Python scripts that interact with multiple MCP servers in a single round-trip. This reduces latency and token consumption by keeping intermediate tool results within the local Python runtime instead of the conversation context.

cortex-mcp

An MCP server for the Cortex observable analysis and active response engine. It enables LLMs to automate security investigations by running analyzers on observables like IPs and URLs and executing automated response actions.

Google Workspace MCP Server

Enables interaction with Google Sheets, Docs, and Drive to manage spreadsheets, documents, and files. It supports operations like reading and updating cell data, extracting text from documents, and searching or sharing files within Google Drive.

Maple

A unified MCP server providing observability, safety control, and behavior evolution for high-agency AI agents through tracing, replaying, and auditing. It features real-time firewall guardrails and ML-driven anomaly detection to monitor, block, or fork agent actions based on risk.

mcp-jetbrains

godot-mcp-unified

A comprehensive MCP server for Godot Engine development, allowing full control over scenes, scripts, animations, and project management using natural language through AI models.

65 tools

Nordic Thingy:52 MCP Server

Enables Claude to control Nordic Thingy:52 IoT devices via Bluetooth LE, allowing users to manage LED colors, play sounds, and read environmental sensors through natural language conversations.