Practical writing about AI coding agents, MCP and code intelligence. https://kivgraph.dev/ Mon, 31 Aug 2026 00:00:00 GMT https://kivgraph.dev/blog/how-to-add-mcp-server-to-claude-code/ https://kivgraph.dev/blog/how-to-add-mcp-server-to-claude-code/ Use claude mcp add to add an MCP server to Claude Code, then verify it with /mcp. This guide covers HTTP, stdio and Kivgraph setup. Mon, 31 Aug 2026 00:00:00 GMT MCP setup https://kivgraph.dev/blog/how-to-add-mcp-server-to-codex-cli/ https://kivgraph.dev/blog/how-to-add-mcp-server-to-codex-cli/ Use codex mcp add to connect an MCP server to Codex CLI, then verify it with codex mcp list. Includes stdio, HTTP and Kivgraph setup. Mon, 31 Aug 2026 00:00:00 GMT MCP setup https://kivgraph.dev/blog/cross-repository-code-intelligence/ https://kivgraph.dev/blog/cross-repository-code-intelligence/ Use a cross-repository code graph to show which repositories consume shared symbols, dependencies and contracts before an AI coding agent changes them. Sun, 30 Aug 2026 00:00:00 GMT Workspaces https://kivgraph.dev/blog/find-the-blast-radius-of-a-code-change/ https://kivgraph.dev/blog/find-the-blast-radius-of-a-code-change/ Find a code change's blast radius by tracing callers, dependencies and cross-repository consumers before editing a shared symbol. Sun, 30 Aug 2026 00:00:00 GMT Change impact https://kivgraph.dev/blog/give-ai-agents-better-code-context/ https://kivgraph.dev/blog/give-ai-agents-better-code-context/ Give AI coding agents better code context with symbol identity, references and bounded dependencies before asking them to edit a codebase safely. Sun, 30 Aug 2026 00:00:00 GMT AI coding agents https://kivgraph.dev/blog/mcp-servers-for-coding-agents/ https://kivgraph.dev/blog/mcp-servers-for-coding-agents/ Choose an MCP server for coding agents by checking its tools, codebase context, language-aware relationships and local data handling. Sun, 30 Aug 2026 00:00:00 GMT MCP https://kivgraph.dev/blog/semantic-code-search-vs-grep/ https://kivgraph.dev/blog/semantic-code-search-vs-grep/ Use grep for literal text and semantic code search for callers, dependencies and cross-repository impact when changing code. Sun, 30 Aug 2026 00:00:00 GMT Code search https://kivgraph.dev/blog/what-is-code-intelligence/ https://kivgraph.dev/blog/what-is-code-intelligence/ Code intelligence gives AI coding agents a semantic map of symbols, references, dependencies and change impact before they edit a codebase. Sun, 30 Aug 2026 00:00:00 GMT Code intelligence