AI Systems Studio

Production AI apps, agents & context systems.

DevZep designs and ships AI-powered software for teams that need more than a chatbot: MCP tool ecosystems, RAG knowledge layers, agent workflows, context management, and production deployments for DeFi and digital products.

Plan an AI build → See app focus

MCP tool servers RAG pipelines Agent runtimes Context memory

Claude API backendAnthropic · OpenRouter · Bedrock

MCP callstools · memory · data

Agent workflowplan · act · verify

●agent-orchestrator.tsmcp-router.yaml

claude-api: connected

01const agent = new ClaudeAgent({02  model: "claude-sonnet-4.5",03  context: await rag.retrieve("defi risk + yield"),04  tools: [mcp.call("yield_hunter.scan"),05          mcp.call("chain_state.verify"),06          mcp.call("memory.write")]07});0809const workflow = await agent.run({10  goal: "find opportunities, explain risk, prepare action plan",11  mode: "plan → tool call → verify → report",12  guardrails: ["no private keys", "human approval"]13});14// deploy: api.devzep.ai/agents/defi-yield-hunter
                    MCP workflow trace
                    retrieve_context 42ms
                    yield_hunter.scan ok
                    agent.report ready
                  

MCPRAGAgentsContextCloud

Capabilities

The AI infrastructure your product actually needs.

We pair strong product engineering with Claude’s model capabilities so your system can reason, retrieve, use tools, and operate safely in production.

Claude solution design

Model selection, prompt systems, tool-use, evaluation loops, and application architecture built around Claude’s strengths.

MCP

MCP integrations

Model Context Protocol servers that connect Claude to APIs, repositories, databases, analytics, on-chain data, and operations tools.

RAG

Knowledge retrieval

RAG systems that ground Claude in codebases, documentation, research, customer knowledge, and domain-specific datasets.

Agent workflows

Task-focused agents that plan, call tools, inspect outputs, recover from errors, and escalate to humans at the right moments.

CTX

Context management

Memory, summarization, session state, retrieval windows, and context budgets engineered for reliability and lower cost.

OPS

Production deployment

Cloud deployment, monitoring, CI/CD, rate-limit handling, secure secrets, privacy boundaries, and long-term maintainability.

Claude access

Direct, routed, or enterprise-hosted Claude.

DevZep integrates Claude through the path that best fits your procurement, security, latency, and deployment requirements.

Anthropic Developer Console

direct

First-party Claude API access for rapid iteration, tool-use, structured outputs, and production application builds.

✓ Direct model access
✓ Fast prompt and eval iteration

OpenRouter

routing

Claude via OpenRouter when apps need model routing, fallback strategies, comparative evaluations, or vendor abstraction.

✓ Routing and fallback
✓ Multi-model testing

AWS Bedrock

cloud

Claude through AWS Bedrock for enterprise identity, networking, governance, monitoring, and cloud-native operations.

✓ AWS-native governance
✓ Enterprise deployment fit

Case Studies

AI apps with domain depth.

DevZep focuses on software where Claude can turn complex context into useful execution — DeFi research, security workflows, and digital twin experiences.

Active app category

DeFi Yield Hunter

AI-assisted DeFi discovery and analysis for yield opportunities — combining strategy intelligence, risk signals, data workflows, and production deployment discipline.

View repository View Demo

DeFi Bounty Hunter App

Launching soon — AI-assisted vulnerability discovery and bounty workflow automation for security researchers.

Digital Twin App

Conversational AI experience for live knowledge, persona, and context-rich interactions.

View

Custom AI deployments

Claude agents, MCP servers, RAG search, dashboards, automations, and secure cloud production apps.

Plan

Build with DevZep

Turn your AI idea into a production-ready AI system.

Bring a workflow, app concept, repository, or DeFi product idea. DevZep can shape the architecture, build the prototype, and deploy the production application.

Start the conversation