AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Remote MCP Server on Cloudflare (Authless)
Enables the deployment of remote Model Context Protocol servers on Cloudflare Workers without requiring authentication. It allows users to integrate custom tools into AI clients like Claude Desktop or the Cloudflare AI Playground via Server-Sent Events.
Fast Context MCP
Enables AI-driven semantic code search using Windsurf's reverse-engineered SWE-grep protocol to query local codebases with natural language. It executes local search tools like ripgrep and tree-node-cli to return relevant file paths and line ranges to MCP-compatible clients.
maya_mcp
A Model Context Protocol server that enables AI assistants to interact with active Autodesk Maya sessions using the maya.cmds API. It allows users to manage scene objects, control selections, and perform common 3D operations through natural language.
MCP API Gateway
A unified local API gateway providing caching, rate limiting, and full Model Context Protocol compatibility for AI agent integration. It enables users to aggregate multiple API endpoints into a single gateway with built-in observability and customizable eviction strategies.
VAHAN Data MCP Server
Scrapes and serves India's national vehicle registration database (VAHAN Dashboard), providing detailed insights into registrations, manufacturers, fuel types, and RTO-level metrics.
Remote YouTube MCP Server
A remote Model Context Protocol server that extracts YouTube video transcripts and provides content creation templates using OAuth 2.0 authentication. It enables secure interaction with YouTube content for AI clients like ChatGPT and Claude.
TreeBeam MCP Server
Enables AI assistants to interact with the TreeBeam financial management and accounting platform. Users can list organizations and projects using secure OAuth 2.0 authentication integrated directly into their AI conversation.
BOM-MCP
Provides access to an Electric Submersible Pump (ESP) parts and Bill of Materials database via an MCP server. It enables AI assistants to manage pump models, retrieve assembly components, and analyze BOM summaries including part weights and criticality.
PostgreSQL MCP Server
Enables Claude to interact with PostgreSQL databases by executing SQL queries, exploring schemas, and monitoring database health. It provides tools for data manipulation and schema management via a secure SSE connection.
@thecodesaiyan/tcs-n8n-mcp
MCP server for n8n workflow automation. Manage workflows, executions, tags, variables, credentials and users via the Model Context Protocol.
BolideAI MCP
A comprehensive ModelContextProtocol server that provides AI-powered tools for marketing automation, content generation, research, and project management, integrating with various AI services to streamline workflows for developers and marketers.
@pulspeed/mcp-server
MCP server for Pulspeed — website performance monitoring via PageSpeed Insights and AI analysis. Works with Claude, Cursor, Windsurf, and any MCP-compatible AI agent.
nia-web-eval-agent-mcp
NIA AI Web Evaluation Agent MCP Server - Autonomous browser testing and debugging
Content & Image Generation MCP Server
A comprehensive MCP server for automated marketing, offering image generation via Google Imagen, video creation with Veo, and AI copywriting using Claude and Gemini, complete with cost estimation tools.
YouTube Tools MCP Server
A comprehensive YouTube integration server that enables AI assistants to search for videos, extract multi-language transcripts, and manage a local database of video summaries.
credential-free
An MCP server that scans code and text for 69 different types of exposed secrets, including API keys, tokens, and credentials for cloud, AI, and payment platforms.
Terraform Plan Analyzer MCP Server
A specialized MCP server for managing Terraform infrastructure through command execution, automated plan analysis, and markdown report generation with custom filtering.
Stealth-AntiCheat MCP
Real-time anti-cheat analysis system that monitors Discord servers for cheating code patterns using AI (GPT-4), automatically detects and analyzes suspicious code, and generates custom anti-cheat signatures with 24/7 monitoring capabilities.
DuckDB-RAG-MCP-Sample
An MCP server that enables RAG (Retrieval-Augmented Generation) on markdown documents by converting them to embedding vectors and performing vector search using DuckDB.
MCP Product Development Lifecycle Server
Enables AI agents to track and manage product development projects through structured 7-phase lifecycles with sprint tracking, role-based collaboration, and multi-project support. Provides phase management, progress tracking, and team coordination tools for complete product development workflows.
KSJ MCP Server
Converts handwritten journal photos into a searchable, AI-powered local knowledge base using Tesseract OCR. It enables users to query their notes, track insights, and export data through MCP-compatible AI assistants while maintaining complete local data privacy.
Maple
Maple is a unified MCP server for agent observability, safety control, and behavior evolution, acting as a monitoring and auditing layer for high-agency agents. It enables developers to capture session timelines, replay risky branches, detect anomalies using ML, and enforce action guardrails.
MinIO MCP Server
A Model-Context Protocol server for MinIO that enables AI models to manage object storage, allowing for bucket listing, file retrieval, and data uploads.
Smart EHR MCP Server
A Model Context Protocol server that connects AI tools to Electronic Health Records using SMART on FHIR, allowing secure searching, querying, and analysis of patient data from compatible EHRs.
YT-NINJA
A comprehensive YouTube MCP server for AI-driven video analysis, automated transcript management, and local/browser playback control using Google Gemini AI.
MCP Knowledge Base Server
A robust document management and semantic search server that leverages Supabase (pgvector) and OpenAI to provide AI-powered knowledge base capabilities across text, PDFs, and images.
blogburst-mcp-server
AI content generation, repurposing, and multi-platform publishing for 9+ social platforms.
SiYuan Note MCP Server
An MCP server implementation that integrates with SiYuan Note system, enabling AI models to access and manipulate note data through comprehensive commands for notebook management, document operations, and content manipulation.
Obsidian Kanban MCP Server
A specialized MCP server for managing Obsidian Kanban boards, allowing users to programmatically list, read, create, and modify tasks and columns within an Obsidian vault.
ElevenLabs MCP Server
A comprehensive MCP server for ElevenLabs Conversational AI, enabling management of voice agents, knowledge base indexing (RAG), and custom webhook tools.