Agentic AI MCP Integration Specialist
Software Engineering, IT, Data Science
Remote
Posted on Jul 7, 2026
Required Qualifications
- 5+ years of experience in software engineering, API integration, data engineering, or enterprise application integration
- Hands-on experience with Generative AI / LLM-based applications
- Experience building APIs, connectors, microservices, or enterprise integration layers
- Exposure to Agentic AI, tool-calling, workflow automation, or AI orchestration frameworks
- Bachelor’s or Master’s degree in a relevant field
Role & Responsibilities
- Design, build, and maintain MCP servers exposing enterprise tools, data, and APIs to AI agents
- Develop reusable MCP connectors/adapters for internal and external systems
- Implement MCP-based access to:
- Databases and data platforms
- REST / GraphQL APIs
- Document repositories
- Workflow systems
- Enterprise applications
- Ensure MCP servers are modular, reusable, secure, and observable
- Integrate MCP-enabled tools with LLM applications, copilots, and autonomous agents
- Implement tool invocation patterns for single-agent and multi-agent workflows
- Build integrations between Agentic AI platforms and enterprise systems including:
- ServiceNow, Jira, Confluence
- SharePoint, Teams, Outlook
- Databricks, Snowflake, Synapse
- SQL / NoSQL databases
- CRM, ERP, insurance platforms
- Internal APIs and microservices
- Collaborate with application, data, cloud, and cybersecurity teams to onboard enterprise tools into MCP-based agent ecosystems
Key Role Focus
- Design and implement MCP servers exposing enterprise tools (e.g., Rally, ServiceNow, Confluence, SharePoint, GitHub, Jenkins, Snowflake)
- Define tool schemas, resource URIs, and prompt templates following MCP spec
- Implement authentication patterns (OAuth2, SSO, AWS IAM, service principals) and per-tenant authorization
- Build connectors/adapters to normalize enterprise API quirks (pagination, rate limits, eventual consistency)
- Instrument MCP servers with logging, tracing, metrics, and audit trails for compliance
- Partner with Architect on MCP tool catalog, naming conventions, and versioning strategy
- Triage and resolve agent misuse of tools; improve schemas, descriptions, and error responses
- Deep understanding of MCP specification (resources, tools, prompts, transports — HTTP/SSE)
- Strong API integration background: REST, webhooks, OAuth2/OIDC
- Proficiency in Python and/or TypeScript; familiarity with MCP SDKs
- Knowledge of enterprise integration patterns (retries, circuit breakers, backoff, dead-letter queues)
- Security expertise: secrets vaulting (AWS Secrets Manager / HashiCorp Vault), least-privilege scoping
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