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I will integrate AWS agentcore mcp servers and configure agent observability
LangGraph Engineer, Production AI Agents, FastAPI, LangSmith, MCP
I engineer production LangGraph systems with stateful workflows, tool calling, persistent checkpoints, human approval, routing, retries, memory and multi-agent orchestration. I deploy LangGraph with F...
About this Gig
Need expert AWS AgentCore MCP server integration, deployment, and real-time observability setup? I deliver high-converting cloud solutions that connect your intelligent tools, fix telemetry gaps, and make your infrastructure robust! Facing broken serverless connections, missing cloud watch logs, silent agent failures, or invalid protocol handshakes? I guarantee to resolve every single backend deployment flaw and monitoring error you are currently facing.
What I Will Build & Configure For You:
- Model Context Protocol (MCP) servers deployment on AWS.
- AgentCore runtime orchestration and secure network binding.
- Custom metrics telemetry, logging, and performance alerts.
- Distributed tracing systems for deep system visibility.
Why Work With Me? I eliminate tedious configuration guesswork. You get a production-ready, highly observable cloud architecture built cleanly using modern IaC frameworks
Cloud Provider:
Amazon Web Services
Frameworks:
Npm
•
Terraform
•
Pulumi
•
Ansible
•
Crossplane
FAQ
: How do you connect and configure Model Context Protocol (MCP) servers within AWS AgentCore?
I deploy secure serverless runtime modules, configure secure endpoint routes, and map your tool schemas so Claude or other agents can communicate effortlessly.
Can you set up complete observability and custom metrics tracking for my cloud agents?
I integrate distributed tracing, custom CloudWatch metrics, structured log pipelines, and proactive error alerts to catch failures instantly.
Do you use infrastructure-as-code tools like Terraform or Pulumi for these deployments?
Absolutely. I build clean, version-controlled infrastructure code using Terraform and Ansible to ensure repeatable, production-grade cloud setups.
What permissions or access do you need from me to start configuring my AWS environment?
You will need to provide temporary IAM administrative credentials or an AWS Identity Center role invitation with permissions for serverless and network services.
How do you troubleshoot silent failures or latency issues inside custom MCP agent pipelines?
I analyze runtime logs, inspect payload bottlenecks, verify protocol handshakes, and fine-tune execution timeout thresholds to ensure lightning fast responses.
