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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Cronicorn

Failed
2

Manage adaptive cron jobs and HTTP endpoint scheduling via AI assistants.

wuxing-search-mcp

2

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

2

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.

WeChat

2

A Windows-based MCP server that automates WeChat through GUI control, enabling AI assistants to send immediate or scheduled messages to contacts and groups.

2 tools

Crawl4AI

2

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.

8 tools

MCP Salesforce Lite

2

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.

8 tools

MCP Server Police UK

2

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.

21 tools

google-search-mcp

2

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.

3 tools

KTME - Knowledge Tracking & Management Engine

2

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.

4 tools

google-knowledge-graph

Needs Setup
2

Search Google's Knowledge Graph for structured information about real-world entities

agent-browser-mcp

Needs Setup
2

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.

34 tools

Pikud Haoref Alert System

2

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.

3 tools

Bing CN MCP Enhanced

2

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.

4 tools

Povio Worklog MCP Server

2

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.

4 tools

Scrapbox AI Assistant

2

A tool to connect Scrapbox knowledge bases to Claude for advanced search, relationship analysis, and creative support using the Model Context Protocol.

3 tools

Pulsar Edit MCP Server

2

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.

17 tools

MCP-Booster

2

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

2

Cryptographic governance for AI agents. Verify, attest, and audit every action before execution.

OpenAPI to MCP

2

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.

1 tool

Jules

2

An MCP server that integrates with the Google Jules API to enable autonomous coding tasks and recurring maintenance workflows directly within AI assistants.

6 tools

Synthetic Web Search MCP Server

2

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.

1 tool

Pokemon MCP Server

2

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

Validated
2

A specialized MCP server for pixel-level image comparison using Pixelmatch, enabling precise visual regression testing, design review, and cross-browser consistency checks.

3 tools

Screen View MCP

2

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.

2 tools

GoPlus Security

2

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.

6 tools

docs-mcp

2

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.

1 tool

Better Auth

2

A specialized MCP server for the Better Auth framework, providing tools for documentation search, framework-specific integration guides, and automated authentication configuration generation.

9 tools

Pretorin Compliance

2

Access NIST 800-53, FedRAMP, CMMC, and NIST 800-171 compliance data from your AI tools

memory-shell-mcp

2

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.

9 tools

smart-search

2

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.

14 tools