AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Julia Documentation
MCP (Model Context Protocol) Server. Integrates Julia documentation and source code retrieval for quick reference and exploration within AI workflows.
Bilibili
This MCP server enables interaction with Bilibili, allowing users to fetch video metadata, search for content using keywords, and retrieve detailed user profiles via the Bilibili API.
Chain of Draft
MCP (Model Context Protocol) Server. Implements Chain of Draft reasoning to generate concise intermediate steps for efficient, token-optimized problem-solving across various domains, offering tools for both CoD and Chain of Thought methods with adaptive complexity estimation and format enforcement.
Hive Intelligence
A comprehensive cryptocurrency and Web3 analytics MCP server providing unified access to market data, on-chain DEX activity, portfolio tracking, and security analysis.
Luno
MCP (Model Context Protocol) Server. Bridges AI systems with the Luno cryptocurrency exchange API for trading operations, market data retrieval, and account management with automatic currency code normalization
Liveblocks
This MCP server provides AI assistants with full access to the Liveblocks REST API, enabling them to programmatically manage rooms, threads, comments, and collaborative data structures like Storage and Yjs.
AgentOps
Provide observability and tracing for debugging AI agents with AgentOps API.
Coding With Perplexity AI
MCP (Model Context Protocol) Server. Integrates Perplexity AI to provide intelligent coding assistance for tasks like code analysis, generation, and problem-solving across various programming languages.
Dify Dataset Retriever
This MCP server enables integration with Dify's knowledge base, allowing models to search and retrieve specialized information from hosted datasets via the Dify API.
Beyond Social (Farcaster)
MCP (Model Context Protocol) Server. Integrates with social platforms like Farcaster to provide standardized access to user profiles, content search, thread analysis, and trending topics through flexible stdio and HTTP/SSE transports.
Threat.Zone
The Threat.Zone MCP server provides high-fidelity malware analysis capabilities, allowing LLMs to perform sandbox execution, static analysis, and CDR processing on files and URLs while retrieving detailed threat intelligence and network forensics.
VibeStudio (FFmpeg)
MCP (Model Context Protocol) Server. Provides video and audio editing capabilities through FFmpeg integration with 14 tools for media information extraction, format conversion, trimming, merging, subtitle addition, resizing, filtering, frame extraction, thumbnail generation, and audio normalization.
Sensei (Dojo)
MCP (Model Context Protocol) Server. Provides specialized guidance for Starknet ecosystem development with Cairo programming and Entity Component System (ECS) framework expertise through TypeScript-based tools for Dojo developers building onchain games and applications.
Backstage
MCP (Model Context Protocol) Server. Enables AI systems to interact with Backstage developer portal for listing templates and instantiating new projects through Quarkus-based API communication.
autowpmcp
AutoWP MCP (Model Context Protocol) server connects Claude to WordPress site and allows users to ask Claude to write blog posts and automatically publish them to WordPress sites.
Advanced Reasoning
MCP (Model Context Protocol) Server. Provides advanced reasoning capabilities through simulated algorithms including Monte Carlo Tree Search, Beam Search, and Hybrid Reasoning, delivering structured JSON responses with complete reasoning traces for complex problem-solving in software development.
feather_wand_agent
Feather Wand Agent is a comprehensive AI-powered toolkit for performance testing and monitoring. It integrates multiple industry-standard performance testing tools (JMeter, k6, Gatling, and Locust) into a single, unified interface, allowing users to execute and analyze performance tests through natural language interactions.
mcp-web-search-tool
A MCP server providing real-time web search capabilities to any AI model.
Apple Notes
Bridges AI systems with the macOS Notes application via AppleScript, allowing users to create, search, and retrieve note content directly through natural language interfaces.
Email (IMAP/SMTP)
A robust MCP server providing comprehensive IMAP and SMTP email orchestration, allowing AI assistants to search, read, manage, and send emails through secure TLS/SSL connections.
Outlook Mail + Calendar + OneDrive
A Microsoft Graph API-powered MCP server that enables AI assistants to manage Outlook emails, calendar events, and OneDrive files. It provides secure integration with Azure-registered applications to automate productivity workflows within the Microsoft 365 ecosystem.
Think Node MCP
Enhances any agent's reasoning capabilities by integrating the think-tools, as described in Anthropic's article. (Works with Node)
tachibot-mcp
A sophisticated multi-model orchestration server providing 31 tools for research, reasoning, and analysis using GPT-5, Gemini, Grok, and Perplexity. It features intelligent routing, multi-model consensus verification, and YAML-based AI workflows.
MCP Server for Excel
A comprehensive MCP server for Windows that enables AI assistants to automate Microsoft Excel through the native COM API, supporting Power Query, DAX, VBA, and complex spreadsheet operations.
@advanced-communities/salesforce-mcp-server
A comprehensive MCP server that bridges AI assistants with Salesforce environments via the Salesforce CLI, supporting data querying, Apex execution, metadata management, and security analysis.
mcp-server
A comprehensive MCP server for ConfigCat that allows AI agents to manage feature flags, environments, and segments via the public management API. It provides tools for full CRUD operations on ConfigCat entities and retrieves SDK documentation for code integration.
PCILeech
A specialized MCP server providing direct memory access (DMA) capabilities via PCILeech hardware for advanced debugging, reverse engineering, and security research.
Twitter Search
MCP (Model Context Protocol) Server. Enables Claude to search Twitter with natural language queries, filtering by keywords, users, dates, and engagement metrics with formatted markdown results.
AgentKit (Chargebee)
A deprecated MCP server that integrates Chargebee products and API services into AI agents for subscription and billing management. It was designed to enhance AI applications like Claude and Cursor with billing capabilities.
Kagi Ken
A Node.js MCP server that provides search and summarization capabilities using Kagi.com session tokens, bypassing the need for a separate API key.