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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

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

wallet-generator-mcp

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

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-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

langchain-ai__mcpdoc.538df6d0

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

Home Assistant MCP Server

A robust MCP server that bridges AI assistants with Home Assistant, allowing for real-time device control, state monitoring, and comprehensive automation management using natural language.

13 tools

ChromaDB Local MCP Server

A robust local vector storage server that provides AI assistants with persistent memory, automated batch file ingestion for 70+ formats, and advanced features like EXIF extraction and duplicate detection.

20 tools

memory

Persistent memory for AI assistants. Store, search, and recall across sessions.

CodeWiki MCP — AI-generated docs for GitHub repos

MCP server for codewiki.google: search repos, fetch wiki docs, ask questions

iz-tolk-mcp — Tolk Compiler for TON

Tolk smart contract compiler for TON — compile, check, and deploy from AI assistants

Norwegian Business Registry MCP Server

Enables comprehensive access to the Norwegian Business Registry API for querying company information, board members, subsidiaries, organizational data, and voluntary organizations. Provides real-time access to over 1 million registered Norwegian entities with detailed corporate structure and governance data.

deAPI MCP Server

29 AI tools: audio/video transcription, image generation, TTS, OCR, embeddings via deAPI

feedoracle-macro-mcp

Real-time macroeconomic signals for AI agents. 86 FRED series, regime classification, DeFi rates.