Qdrant Docs Rag
Retrieve and process documentation using vector search to provide context for AI assistants.
Directory
Search MCP Servers
OpenRouter
Unifies access to diverse AI models via OpenRouter, enabling flexible model selection and usage for applications like chatbots and content generation.
AgentRPC
Connect to any function, any language, across network boundaries using [AgentRPC](https://www.agentrpc.com/).
LM Studio
Bridges Claude with locally running LLM models via LM Studio, enabling users to leverage private models through Claude's interface while maintaining local…
Multi-LLM Cross-Check
Provides a unified interface for querying multiple LLM providers simultaneously, enabling side-by-side response comparison for fact-checking, gathering diverse…
Inkeep
Enables Claude to search and retrieve relevant documentation through Inkeep's RAG API, returning structured citation data for technical support and…
TaskQueue
Structured task management system that breaks down complex projects into manageable tasks with progress tracking, user approval checkpoints, and support for…
QDrant RagDocs
Integrates Retrieval-Augmented Generation using Qdrant vector database and embeddings to enable semantic search and management of documentation.
Image Analysis (GPT-4 Vision)
Enables image analysis using GPT-4-turbo's vision capabilities for extracting information, generating descriptions, and answering questions about visual content
HR Policy Chatbot
Enables HR departments to provide workplace policy information through a RAG-based chatbot that indexes, retrieves, and generates answers from PDF…
Docent (Image Description)
Enables AI systems to generate detailed descriptions of images for accessibility applications, content analysis, and visual media interactions.
OpenRouter Conversation Manager
Provides a unified conversation management system for OpenRouter's language models with features like token counting, context window management, and filesystem…
World ID and MiniApps Documentation
Provides AI access to World ID and MiniApps documentation through vector search capabilities, enabling developers to retrieve relevant technical information…
Research Notion
Integrates with Notion to enable AI-powered survey creation, data retrieval, and analysis for research projects.
GitHub Triage
Automates GitHub issue management with intelligent triage and labeling based on issue content, reducing manual work for repository maintainers.
SparkMango
Converts Solidity smart contracts into RESTful API implementations, enabling applications to interact with blockchain contracts without requiring deep…
Browser Use
Provides browser automation capabilities through a simple API, enabling execution of web tasks using natural language instructions
Role-Specific Context
Enables AI systems to maintain distinct expert personas through role-based context management with vector search capabilities for consistent domain expertise…
Compiler Explorer
Connects to Compiler Explorer API for listing programming languages, retrieving available compilers, and compiling source code with customizable options…
LLM Gateway
Unified gateway for managing multiple LLM providers with automatic model selection, semantic caching, and cost optimization features for reliable production…
Backup
Provides specialized backup and restoration for code editing tools, creating timestamped snapshots with contextual metadata that preserve both file content and…
AWS MCP Servers
This AWS Labs Model Context Protocol (MCP) server for CloudTrail enables your AI agents to query AWS account activity for security investigations, compliance…
CrewAI Enterprise
Connects to CrewAI Enterprise workflows, enabling kickoff and monitoring of collaborative agent teams for complex task delegation without leaving your…
Dust Agent Bridge
Bridges AI assistants with Dust agents, enabling real-time conversations and agent interactions through Server-Sent Events for seamless integration into…