AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Obsidian RAG MCP Server
Enables semantic search and content retrieval from local Obsidian vaults through the Model Context Protocol. It allows AI assistants to query notes by meaning, filter by tags, and access full note content for enhanced knowledge integration.
mcp-openmediavault
Enables AI assistants to monitor and manage OpenMediaVault NAS systems by providing access to storage, network shares, user accounts, and system services. It supports OMV 5 and 6 via the JSON-RPC API for comprehensive hardware and configuration oversight through natural language.
VoiceAI-MCP-VAVicky
Best VoiceAI White Label Platform for Agencies with Full MCP Connectivity to Any Platform for Custom VoiceAi & AI Chat Integrations and You Keep 100% of the Profits
zellij-mcp
MCP server that exposes Zellij terminal multiplexer operations as tools for AI coding agents
@purpleflea/casino-mcp
MCP server for AI agent casino — provably fair gambling with 0.5% house edge. Coin flip, dice, roulette, crash, custom odds. Kelly Criterion bankroll protection. By Purple Flea.
@purpleflea/trading-mcp
MCP server for AI agent trading — 275+ perpetual markets including TSLA, NVDA, GOLD, SILVER via Hyperliquid HIP-3. Stocks, commodities, crypto, forex. By Purple Flea.
@agent-forge-copilot/cli
Context Engineering Toolkit — generate GitHub Copilot customization files (agents, prompts, instructions, skills, hooks, MCP servers, agentic workflows) via a multi-agent AI pipeline with interactive CLI and 11 built-in templates.
100ms Raydium Sniper MCP
Enables high-performance token sniping on Raydium DEX with multi-region support and Claude AI integration, allowing users to monitor and execute token purchases through natural language commands.
copilot-studio-agent-direct-line-mcp
A TypeScript-based MCP server that integrates Microsoft Copilot Studio Agents into development environments via the Direct Line 3.0 API, allowing developers to interact with agents directly from their code editor.
mcp-sqlite-server
MCP server for SQLite — query databases, inspect schemas, explain queries, and export data from your IDE
mcp-server-dns
MCP server for DNS lookups, reverse DNS, WHOIS, and domain checks — zero auth, zero config
kindlyguard
Security-focused MCP server protecting against unicode attacks, injection threats, and other AI vulnerabilities
@getcolter/cli
Check if any online store works with AI shopping agents. Tests UCP (Universal Commerce) and ACP (Agent Commerce) protocols in one command.
squish-memory
Persistent memory for Claude Code with OpenClaw integration, semantic search, and team sync
codemap-ai
Call graph analyzer for understanding code impact and execution flows - built for Claude Code
ireporter-mcp
MCP server for ConMas i-Reporter — search forms, query reports, and export PDF/Excel via Claude Desktop or Claude Code
bing-search-mcp
bing search mcp server
SearxNG Search
MCP (Model Context Protocol) Server. Enables web searches through a user-specified SearxNG instance, returning structured results with titles, URLs, and content snippets for private or customized search capabilities.
SearXNG MCP Server
Enables privacy-respecting web searches through SearXNG metasearch engine with customizable parameters like language, time range, categories, and engines. Supports safe search levels, pagination control, and basic authentication for secure search operations.
domainfinder-mcp
Ollama MCP Server
A bridge that enables Claude Code to interact with local Ollama instances for text generation, vision-based analysis, and model management.
MCP Secrets
A secure secrets management server that enables LLMs to execute CLI commands using injected credentials while protecting sensitive data through output redaction and user-approved session permissions. It features an encrypted vault, secret capture from command outputs, and a macOS menu bar app for native notifications and dialogs.
Freedcamp MCP Server
A Model Context Protocol server that enables seamless integration with Freedcamp API for enterprise-level project management with advanced filtering, full CRUD operations, and extensive customization options.
@velvetmonkey/flywheel-mcp
Query your markdown like a database. 100x token savings for AI agents.
@zerotoallai/mcp
MCP server providing trust analysis tools for AI agents
edinet-mcp
Provides programmatic access to Japan's EDINET system to search for listed companies and retrieve annual or quarterly financial reports. It parses XBRL filings into structured data, enabling AI assistants to analyze balance sheets, income statements, and cash flows.
OrcaSlicer MCP Server
Enables AI agents to interact with OrcaSlicer to manage profiles, adjust printing settings, and perform slicing operations. It allows users to search settings, slice STL/3MF files, and analyze G-code metadata through natural language assistants.
agent-index-mcp
MCP server for Agent Index - search x402 endpoints from Claude/Cursor
MCP File Editor Server
Enables comprehensive file operations including reading, writing, searching, and editing files with advanced features like regex-based replacements, line-specific modifications, and directory-wide search capabilities. Provides 8 robust tools for safe file manipulation with content verification and detailed error handling.
WeChat Article Parser
Enables parsing and extracting content from WeChat public account articles using browser simulation, supporting multiple output formats (JSON, Markdown, HTML) and media resource extraction.