AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
BlenderMCP
BlenderMCP enables direct control of Blender via Claude, allowing AI to execute Python code, manage 3D objects, and integrate with Poly Haven and Hyper3D for asset generation and scene creation.
md-mermaid-to-pdf-mcp
A robust MCP server for converting Markdown files and raw text into professional PDFs featuring Mermaid diagram rendering and customizable page formatting.
Enhanced Grok Search MCP Server
A robust search server utilizing xAI's Grok API to provide web, news, and social media analysis with advanced features like comprehensive timeline generation and sentiment analysis.
Zendesk Support
MCP (Model Context Protocol) Server. Integrates with Zendesk to enable ticket retrieval, creation, updating, and searching directly from conversation interfaces for streamlined customer support workflows.
Airflow MCP
An MCP server for Apache Airflow that enables interacting with orchestration platforms via natural language to query DAG statuses, troubleshoot failures, and trigger pipelines.
Blockchain Signer
MCP (Model Context Protocol) Server. Enables secure blockchain interactions with user-controlled private keys and transaction signing, featuring a Node.js backend, PostgreSQL database, Redis caching, and integration with Ethereum and EVM-compatible chains via Infura.
camofox-mcp
Anti-detection browser automation MCP server. 18 tools wrapping CamoFox REST API with stealth fingerprinting that passes bot detection.
Browser Tools
A specialized MCP server that empowers AI coding agents with full browser context, enabling them to inspect network traffic, capture screenshots, search API documentation, and execute authenticated requests directly through a Chrome extension.
VS Code Diagnostics
An MCP server specialized for the Trae IDE that retrieves real-time workspace diagnostics (errors, warnings, and hints) via the Debug Adapter Protocol to assist AI agents in code debugging.
claude-mcp
A collection of simple examples and tutorials for integrating Claude with the Model Context Protocol (MCP).
Orchestro
A comprehensive project orchestration system that decomposes user stories into technical tasks, tracks dependencies, and uses pattern learning to manage AI-assisted development lifecycles.
Claimify
A research-based claim extraction server that transforms raw text into verifiable, decontextualized factual claims using a four-stage NLP pipeline. It integrates with MCP clients to facilitate automated claim verification and documentation workflows.
Crawl4AI
A robust MCP server integrating Crawl4AI to provide high-performance web crawling, markdown extraction, browser automation, and LLM-powered structured data extraction.
Sourced
Source code search for every package on PyPI and npm.
treza
Manage secure enclaves (TEEs) with attestation, payments, and signing for AI agents.
deterministic-agent-control-protocol
Governance gateway for AI agents — bounded, auditable, session-aware control with MCP proxy, shell proxy & HTTP API. Works with Cursor, Claude Code, Codex, and any MCP-compatible agent.
My Apple Remembers
A system that enables AI assistants to access and persist memories from a remote macOS system by executing AppleScript commands via SSH to manage Apple Notes, Calendar, and Messages.
Multi-Agent Research Sandbox
A multi-layered research sandbox that provides an open-source framework for code execution, Google search integration via Serper, and academic research analysis.
Google Cloud Logging MCP Server
Enables AI assistants to query, search, and analyze logs across Google Cloud Platform projects with advanced filtering capabilities.
@mcp-b/transports
A comprehensive suite of browser-native MCP transport implementations and React hooks supporting postMessage, iframe communication, and Chrome extension messaging.
criterion
An Islamic knowledge assistant providing semantic search and retrieval across 6,236 Quran verses and 12,416 authentic Hadiths with grade-filtered citations.
Nova-LLM-mCP-memory-system
MCP Persistent memory systems for LLMs - CASCADE 6-layer memory + Faiss GPU search (<2ms). Give any AI persistent memory across conversations. Open source, MIT license.
RAG-MCP
Simple RAG implementation from scratch using MCP, focusing on Perception, Memory, Decision and Action
mcp-salesforce
🚀 Complete MCP (Model Context Protocol) server for Salesforce integration with Claude Desktop. Provides seamless OAuth authentication, universal CRUD operations on any Salesforce object.
google-ai-mode-mcp
MCP server for free Google AI Mode search with citations. Query optimization, CAPTCHA handling, multi-agent support. Works with Claude Code, Cursor, Cline, Windsurf.
ObsidianMCPServer
A Model Context Protocol (MCP) server that enables AI assistants to interact with your Obsidian vault
@aashari/mcp-server-aws-sso
A Node.js/TypeScript MCP server that connects AI assistants to AWS IAM Identity Center (SSO), enabling secure execution of AWS CLI commands and remote management of EC2 instances.
hass-mcp-server
A Home Assistant Custom Component that provides an MCP (Model Context Protocol) server using HTTP transport, allowing AI assistants like Claude to interact with your Home Assistant instance over HTTP
FFmpeg MCP
A comprehensive multimedia processing MCP server that provides tools for video/audio conversion, compression, editing, and metadata extraction using FFmpeg.
prometheus-protocol
The trust layer for the open agentic web—giving AI agents a passport, a bank account, and a trusted marketplace to securely interact with the world.