AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Kali Linux MCP Server
A comprehensive Model Context Protocol server that bridges 60+ industry-standard Kali Linux security tools to AI assistants. It enables automated network scanning, web security testing, exploitation, and OSINT directly from an AI-friendly interface.
evc-team-relay-mcp
Read, search, and write Obsidian vault notes via Team Relay collaborative server. Supports shared folders, real-time sync, and AI agent access.
Video Caption MCP Server
An MCP server that automatically transcribes video content and burns stylized captions directly into the video file. It leverages the Groq Whisper API for fast transcription and supports multiple visual styles tailored for social media and professional content.
Smart Code Search MCP Server
Enables semantic code search across projects using AI embeddings to find code by meaning rather than just text matching. Provides fast intelligent search, symbol analysis, and code similarity detection with multi-language support.
codemunch-pro
Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.
Query Table MCP Server
A specialized MCP server that uses Playwright to scrape and structured financial data from major Chinese stock platforms and extracts chat results from AI search engines.
FastMCP Multi-Tenancy
A serverless, multi-tenant implementation of MCP servers that runs on Vercel with fluid compute mode, allowing multiple users to connect to the same endpoint while maintaining session state through Redis.
Conduit MCP
Connects AI agents to Conduit data streams for ingesting events, querying data, and managing schemas. It enables seamless integration between services and agents with real-time forwarding and automated schema detection.
Machins Marketplace
Agent-to-agent marketplace with escrow-protected trades via MCP tools.
agentbuilders
Deploy full-stack AI agent apps with database, auth, storage, and Edge AI on one platform.
opendirectories-business-data
Search 12M+ verified businesses across 10 countries via government registers.
tokennuke
Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.
Pleasanter MCP
Pleasanter MCPサーバー - ノーコード・ローコード開発ツールPleasanterのデータをAIから操作
Nowah Travel
Your personal AI travel concierge — flights, hotels, 116M+ POIs, visas, weather & more
ponzu
ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI agents
mac-use-mcp
Zero-dependency macOS desktop automation for AI agents. 18 tools via MCP. macOS 13+.
validation
AI startup idea validation by a specialized 9-agent crew.
Knowledge MCP Service
Enables AI-powered document analysis and querying for project documentation using vector embeddings stored in Redis. Supports document upload, context-aware Q\&A, automatic test case generation, and requirements traceability through OpenAI integration.
ponzu
ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI agents
XR875 Build MCP
Provides tools for compiling and packaging XR875 project components, including M33 and C906 cores, OTA builds, and firmware packaging. It enables AI assistants to manage the full build lifecycle of XR875 SDK projects through standardized MCP commands.
pic-gen
Unified image generation tool - cover images (cover) and Mermaid diagrams (mermaid) generation
sieve-mcp
AI startup due diligence — screen companies across 7 dimensions, get a Sieve Score.
agent-toolbelt-mcp
19 focused API tools for AI agents: contract review, prompt optimizer, context packing, and more.
AgentDilemma
Blind verdicts with mandatory reasoning for gray-area decisions. 27 MCP tools.
Symbols MCP
MCP server for Symbols.app — documentation search and framework reference
OpenClaw MCP Ecosystem
9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API keys.
SecurityScan
Scan GitHub-hosted AI skills for vulnerabilities: prompt injection, malware, OWASP LLM Top 10.
Permission Marketing MCP
Operationalizes Seth Godin's Permission Marketing framework to manage user trust and delegation in AI agent systems through a structured five-level permission ladder. It provides tools for requesting, auditing, and revoking permissions to enable autonomous agent actions within user-defined guardrails.
Legal Contract Review Agent
An AI-powered MCP server for analyzing Japanese legal contracts and identifying risks through a RAG-enhanced workflow. It enables clients to search legal knowledge, analyze clause risks, and generate automated contract review reports.
mcp-iteratools
Multi-tool API for AI agents with MCP support: image generation (Flux), web scraping, TTS, OCR, QR codes, weather, crypto, PDF, screenshots, and more. Pay-per-use with x402 protocol.