Vibe Coding Discover

MCP

Framework-aware code intelligence MCP server — 88 framework integrations, 81 languages, 72.7% fewer input tokens to review a pull request, comprehension at parity

★ 18421 forksTypeScriptMITnikolai-vysotskyi

trace-mcp is a framework-aware code intelligence MCP server that indexes a repo into a dependency/knowledge graph once, then serves tools like get_change_impact and plan_turn to agents, cutting PR-review input tokens by 72.7%. Works with Claude Code, Cursor, Codex, and any MCP client.

Use Cases

Reduce input tokens when reviewing pull requestsCompute blast radius before changing a model or symbolTraverse framework-aware request flow from route to viewSearch past agent sessions for verbatim decisions and contextQuery decision records linked to specific code symbolsFind untested or unreached symbols in a moduleAssess cross-subproject API change impactRename symbols or notes with reference updatesIndex Obsidian/Logseq markdown vaults into a code-style graphGive agents precomputed code structure instead of repeated grep and file reads

Built With

Language
TypeScript
Frameworks
MCP · Claude Code · Claude Desktop · Codex · Cursor · Windsurf · Zed · Vitest · tsup · Biome

Tags

mcp-server · code-intelligence · code-graph · dependency-graph · static-analysis · token-savings · knowledge-graph · claude-code · claude-desktop · codex · cursor · rag · change-impact-analysis · decision-memory · developer-tools · typescript