Sold by: 4Minds AI
Deployed on AWS
AWS Free Tier
Give any MCP-compatible AI agent instant access to your fine-tuned models, knowledge graphs, and datasets on the 4MINDS platform. 30+ production-ready tools for knowledge graph querying, model inference, document analysis, and dataset management through the Model Context Protocol (MCP).
Overview
4MINDS MCP Tools expose the full capabilities of the 4MINDS AI platform as a standardized tool catalog accessible through the Model Context Protocol. Tools span knowledge graph operations (attention overlays, edge traversal, node inspection, subgraph exploration), model inference (streaming and synchronous), dataset management (creation, import, status tracking), and document processing (multi-source ingestion from URLs, files, and web content). Each tool includes structured input and output schemas for reliable integration with AI agents and orchestration frameworks. The MCP server runs as a hosted API endpoint on the 4MINDS platform, so there is no additional infrastructure to deploy or manage. Agents connect using a standard MCP client with a 4MINDS API key for authentication, and all tool calls execute against your existing 4MINDS workspace. Your fine-tuned models, knowledge graphs, and datasets are immediately available, with Server-Sent Events (SSE) transport enabling real-time streaming responses from inference tools. Built for teams using AI agents that need structured access to proprietary knowledge. Whether you are building RAG pipelines, document analysis workflows, or multi-step reasoning agents, 4MINDS MCP Tools provide the data access layer without custom API integration work. Compatible with Claude Desktop, LangChain, AWS Bedrock AgentCore, and any other MCP-compatible framework.
Highlights
- 30+ ready-to-use AI tools. Knowledge graph querying, model inference, dataset management, and document processing, all available out of the box through the Model Context Protocol.
- Zero infrastructure overhead. API-based integration with no containers to deploy or manage. Connect any MCP-compatible agent using a single endpoint URL and API key.
- Fine-tuned model access. Run inference against your custom-trained models from 4MINDS with full knowledge graph context, streaming responses, and conversation history support.
Details
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Delivery method
Integration protocol
Type
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Deployed on AWS
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Pricing
This product is available free of charge. Free subscriptions have no end date and may be canceled any time.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Vendor refund policy
The 4MINDS MCP Tools listing is offered at no charge. Refund requests for paid 4MINDS platform subscriptions are reviewed case-by-case. Customers are solely responsible for any AWS infrastructure, compute, or third-party service costs (including Bedrock, SageMaker, Lambda, S3) incurred in their own AWS account through use of this product, directly or indirectly. 4MINDS will not refund such charges. Contact: support@4minds.ai (response within two business days).
Custom pricing options
Request a private offer to receive a custom quote.
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Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Delivery details
Supported services:
- Amazon Bedrock AgentCore
API-Based Agents & Tools
API-Based Agents and Tools integrate through standard web protocols. Your applications can make API calls to access agent capabilities and receive responses.
Additional details
Usage instructions
MCP
Getting Started
1. Get your API key
Sign in to your 4MINDS account at 4minds.ai and generate an API key from your account settings. Keys use the format sk-4minds-*.
2. Connect your MCP client
Point any MCP-compatible client to the 4MINDS endpoint using SSE transport. Pass your API key in the Authorization header as a Bearer token.
Endpoint: <https://api.4minds.ai/mcp/sse> Transport: Server-Sent Events (SSE) Authentication: Authorization: Bearer sk-4minds-YOUR_API_KEY
3. Example: Claude Desktop config
4. Discover tools
Once connected, your MCP client will automatically discover the full 4MINDS tool catalog. Browse available operations across four categories:
- Knowledge Graphs: query attention overlays, traverse edges, inspect nodes, explore subgraphs
- Model Inference: run streaming or synchronous inference against fine-tuned models
- Datasets: create, import, list, and manage datasets
- Document Processing: ingest from URLs, files, and web sources
Requirements
- An active 4MINDS platform account
- At least one fine-tuned model or dataset in your workspace
- An MCP-compatible client or framework (Claude Desktop, LangChain, AWS Bedrock AgentCore, or others)
Documentation
Full tool catalog, schemas, and integration examples: docs.4minds.ai
Support
Technical support: support@4minds.ai
Support
Vendor support
Email: support@4minds.ai Phone: 425-628-9284 Support Portal: https://4minds.ai/support Documentation: https://docs.4minds.ai 4MINDS provides email, phone, and portal-based technical support for all AWS Marketplace customers. Our team responds to support requests within two business days and assists with onboarding, API integration, authentication, tool usage, and troubleshooting across the MCP server and 4MINDS platform. Comprehensive documentation, including tool schemas, integration guides, and example configurations, is available at docs.4minds.ai. Enterprise customers with custom SLA requirements or dedicated support needs can contact sales@4minds.ai .
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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