AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
A LinkedIn MCP server that enables automated profile retrieval, advanced job searching, feed post access, and PDF resume analysis using unofficial API integration.
iFlytek Workflow
The iFlytek Workflow MCP server connects AI agents to custom-built iFlytek Spark workflows, enabling the execution of complex multi-node automation tasks through a standardized interface.
Modao Proto MCP
AI-powered HTML prototype generation server that converts natural language descriptions into complete HTML code with modern design and responsive layouts. Supports design description expansion and seamless integration with Modao workspace.
DVMCP
DVMCP bridges the Model Context Protocol (MCP) with Nostr's Data Vending Machine ecosystem, enabling decentralized tool discovery and execution through cryptographically signed messages.
TriliumNext Notes
A robust MCP server for TriliumNext Notes that enables AI models to manage personal knowledge bases through advanced search, note creation, and content revision with conflict prevention.
Local Dev
MCP (Model Context Protocol) Server. Creates sandboxed local dev environments directly from GitHub; run tests, report coverage and more.
Supadata
Official MCP server for Supadata - YouTube, TikTok, X and Web data for makers.
PDF Extraction
A specialized MCP server for extracting text and image content from PDF files using OCR and direct text extraction, optimized for use with the Claude Code CLI.
nettune
An MCP server for Linux network optimization that enables AI-assisted TCP tuning, performance diagnostics, and safe configuration management with automated rollbacks.
Keycloak MCP Server
A Model Context Protocol server providing programmatic administration for Keycloak, including management of users, realms, clients, roles, and authentication flows.
deno-mcp-template
A versatile Deno-based template for building MCP servers that support STDIO and HTTP transports. It includes examples for tools, resources, and sampling, and can be compiled into standalone binaries or Claude Desktop Extensions (DXT).
hithereiamaliff-mcp-nextcloud
A comprehensive MCP server enabling AI assistants to manage Nextcloud data including Notes, Calendar, Contacts, Tables, and WebDAV files with a powerful unified search system.
workflows-mcp-server
A powerful orchestration server that enables AI agents to discover, create, and execute complex multi-step workflows using structured YAML definitions and global strategy instructions.
asterisk-mcp-server
A security-focused MCP server that integrates with the Asterisk Vulnerability Scanner API to provide real-time code scanning and vulnerability analysis for AI assistants.
metabase-mcp
Metabase MCP server provides integration with the Metabase API, enabling LLM with MCP capabilites to directly interact with your analytics data, this server acts as a bridge between your analytics platform and conversational AI.
nimbletools-core
NimbleTools is an open-source MCP runtime. Infrastructure for the agentic web.
perplexity-mcp
A Go-based MCP server that integrates Perplexity's real-time web search and reasoning models directly into AI assistants like Claude and Cursor.
mcp_espn_ff
ESPN Fantasy API with LLMs!
mcp-bash
A robust MCP server that enables LLMs to execute arbitrary bash commands and manage working directories on a local machine.
alibabacloud-dms-mcp-server
A comprehensive data access gateway and intelligent query engine that connects over 40 types of Alibaba Cloud and mainstream databases with natural language processing capabilities.
RetellAI Voice Services
A comprehensive MCP server for RetellAI that enables AI assistants to manage voice agents, provision phone numbers, and orchestrate automated phone or web calls.
1C Enterprise
A Spring Boot-based MCP server that integrates 1C:Enterprise development with AI assistants, providing tools for code checking, syntax explanation, and AI-driven consultation via the 1C:Naparnik API.
neurondb
NeuronMCP is part of the NeuronDB ecosystem, providing an MCP server interface to a PostgreSQL-based AI database with integrated vector search, machine learning algorithms, and RAG capabilities.
nestjs-starter
A robust NestJS boilerplate that integrates the Model Context Protocol to expose backend services, utilities, and development workflows as AI-discoverable tools and resources.
mcp-ollama-agent
A TypeScript-based agent that integrates Ollama with multiple Model Context Protocol (MCP) servers, allowing local LLMs to interact with external tools like filesystems and web research through a unified CLI.
mcp-zap-server
A Spring Boot-based MCP server that integrates OWASP ZAP to automate web security tasks like spidering, active scanning, and vulnerability reporting via AI agents.
mcpresso
A TypeScript framework and CLI toolkit for building production-ready MCP servers with built-in OAuth 2.1 authentication and database integration.
PRIMS (Python Runtime)
A secure Python runtime environment that executes code in isolated Docker containers with persistent workspace sessions and automatic artifact management.
mcp-ssh-manager
A comprehensive SSH management server for MCP that enables AI assistants to execute remote commands, manage files, conduct database operations, and monitor server health across multiple connections.
mcp-lsp-bridge
A bridge server that exposes Language Server Protocol (LSP) capabilities as MCP tools, enabling LLMs to perform code analysis, navigation, and refactoring across 20+ programming languages.