AI Infrastructure
MCP Servers
Repeatable, secure agent workflows adopted org-wide.
MCPTypeScriptPythonVS Code API
The Problem
AI agents needed to invoke tools (APIs, databases, docs) but lacked a standardized protocol. Each integration was custom.
Constraints
Must work within enterprise security boundaries. IDE integration required for developer adoption.
Key Decisions
- 1
Standardized MCP server framework for internal tools, database access, and doc retrieval.
- 2
VS Code extension integration so agents could operate within developer workflows.
- 3
Security interceptors for auth, rate limiting, and audit logging at the protocol level.
Technical Details
- Standardized MCP server framework for internal tools, database access, and doc retrieval.
- VS Code extension integration so agents could operate within developer workflows.
- Security interceptors for auth, rate limiting, and audit logging at the protocol level.
My Role
Protocol design & implementation
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