AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Cronicorn
Manage adaptive cron jobs and HTTP endpoint scheduling via AI assistants.
wuxing-search-mcp
Wuxing Search MCP is a powerful, unlimited search server built on top of SearXNG. It integrates seamlessly with Claude Code via the Model Context Protocol, providing free and unlimited search capabilities by aggregating results from 100+ search engines.
Chaitin IP Intelligence Search Tool
An IP intelligence analysis tool that queries Chaitin's global honeypot network and millions of defense nodes to provide real-time IP profiling, threat alerts, and reputation scoring.
A Windows-based MCP server that automates WeChat through GUI control, enabling AI assistants to send immediate or scheduled messages to contacts and groups.
Crawl4AI
A comprehensive web crawling and RAG server that integrates Crawl4AI with Supabase and Neo4j to provide semantic search, code example extraction, and knowledge graph-based hallucination detection for AI agents.
MCP Salesforce Lite
A lightweight MCP server that provides AI assistants with secure access to Salesforce CRM data, supporting SOQL queries, metadata exploration, and CRUD operations via OAuth 2.0.
MCP Server Police UK
A comprehensive MCP server providing tools to query the official police.uk API for street-level crime data, police force details, local neighbourhood policing information, and stop-and-search statistics across the UK.
google-search-mcp
A specialized MCP server for Google Search that provides basic snippet results or full-page content extraction using Mozilla's Readability algorithm for clean, focused reading.
KTME - Knowledge Tracking & Management Engine
A documentation automation server that tracks Git changes from GitHub or GitLab and uses AI to generate and maintain documentation in Markdown or Confluence via MCP.
google-knowledge-graph
Search Google's Knowledge Graph for structured information about real-world entities
agent-browser-mcp
A browser automation MCP server integrating Vercel's agent-browser, specifically designed for AI agents to interact with web pages using accessibility-based semantic locators and isolated sessions.
Pikud Haoref Alert System
A real-time emergency alert MCP server that provides AI assistants with live data from the Israeli Home Front Command (Pikud Haoref), featuring intelligent city matching and event-driven updates for rocket alerts, earthquakes, and other hazards.
Bing CN MCP Enhanced
A specialized MCP server optimized for Chinese Bing searches and webpage scraping that requires no API keys, enabling AI models to browse localized web content.
Povio Worklog MCP Server
A Model Context Protocol server that automates Povio worklog management by analyzing git commits, enhancing descriptions with AI, and posting entries directly to the Povio dashboard.
Scrapbox AI Assistant
A tool to connect Scrapbox knowledge bases to Claude for advanced search, relationship analysis, and creative support using the Model Context Protocol.
Pulsar Edit MCP Server
A tool-rich MCP server that exposes the Pulsar text editor's core functionality to LLMs, enabling automated code editing, file navigation, and document manipulation.
MCP-Booster
MCP-Booster is a comprehensive development assistant providing continuous chain-of-thought reasoning (CoConuT) and corporate memory systems to automate task planning, code execution, and quality validation.
Kevros Governance
Cryptographic governance for AI agents. Verify, attest, and audit every action before execution.
OpenAPI to MCP
Automatically converts any OpenAPI specification into a set of MCP tools, allowing LLMs to interact with REST APIs with full support for authentication and input validation.
Jules
An MCP server that integrates with the Google Jules API to enable autonomous coding tasks and recurring maintenance workflows directly within AI assistants.
Synthetic Web Search MCP Server
A Model Context Protocol server that integrates the Synthetic API to provide real-time web search capabilities for LLMs, returning structured search results including snippets and metadata.
Pokemon MCP Server
An MCP server that enables AI agents to play Pokémon games by providing a functional interface for game interaction. It allows for seamless integration with AI clients to execute gameplay tasks and manage game states.
mcp-image-compare-server
A specialized MCP server for pixel-level image comparison using Pixelmatch, enabling precise visual regression testing, design review, and cross-browser consistency checks.
Screen View MCP
A robust MCP server that enables AI models to see and interpret your desktop by capturing screenshots and analyzing them through the Claude Vision API.
GoPlus Security
A blockchain security MCP server that integrates with the GoPlus Security API to provide real-time risk assessment for tokens, NFTs, phishing sites, and wallet addresses across multiple chains.
docs-mcp
A Node.js based MCP server that enables local vector indexing and retrieval for Markdown/MDX documentation using embedded models. It allows AI models to search and query local knowledge bases entirely offline.
Better Auth
A specialized MCP server for the Better Auth framework, providing tools for documentation search, framework-specific integration guides, and automated authentication configuration generation.
Pretorin Compliance
Access NIST 800-53, FedRAMP, CMMC, and NIST 800-171 compliance data from your AI tools
memory-shell-mcp
A specialized MCP server for detecting and removing Java memory shells using FastMCP, supporting both local and remote SSH execution with AI-assisted code verification.
smart-search
A specialized search toolkit for developers that generates optimized search URLs for 14 major global and domestic technical platforms including GitHub, StackOverflow, and various Chinese developer communities.