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.
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.
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.
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.
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.