SShortSingh.
Back to feed

Developer builds TypeScript compiler graph MCP tool, cuts Claude Code token use tenfold

0
·1 views

A developer has released @ttsc/graph, an open-source Model Context Protocol tool that gives AI coding agents a pre-built index of a TypeScript codebase derived directly from the TypeScript compiler. Instead of returning raw source code, the tool provides function names, call edges, type signatures, and exact file-line coordinates, allowing agents to answer structural questions without crawling through files. Benchmarks show the tool achieves roughly 10 times fewer tokens on open-ended codebase questions compared to a grep-based baseline, with answer quality remaining comparable. Existing tools such as codegraph, codebase-memory-mcp, and serena were evaluated but found inconsistent across repositories of varying sizes. The project is publicly available on GitHub, with full benchmark methodology and per-repo results published on the project's documentation site.

Read the full story at DEV Community

This is an AI-generated summary. ShortSingh links to the original source for the complete article.

Discussion (0)

Log in to join the discussion and vote.

Log in

Related stories

0
ProgrammingDEV Community ·

MLCC Lead Times Surge in 2026 as AI, EVs, and Renewables Strain Supply

Multilayer ceramic capacitor (MLCC) lead times have stretched significantly in 2026, with high-density and automotive-grade parts now facing waits of up to 30 weeks or more. Three converging demand drivers are responsible: AI server infrastructure requiring hundreds of decoupling capacitors per board, growing EV production pulling from a narrow pool of automotive-qualified suppliers, and renewable energy projects consuming high-voltage inductors. Supply cannot respond quickly because new passive component production lines take 12 to 24 months to come online after a capital decision, unlike semiconductor fabs that can reallocate capacity faster. Engineers can reduce exposure by specifying component parameter ranges rather than single manufacturer SKUs, avoiding over-specified tolerances, and preferring standard case sizes with multiple second sources. Flagging single-source or long-lead parts during design review — rather than after the BOM is frozen — is among the most cost-effective ways to prevent shortage-related production delays.

0
ProgrammingDEV Community ·

Developer Builds Free Resume Download Tool After Frustration With Paywalled Builders

A developer created Resumship, a free resume builder, after being frustrated by platforms that charge users to download their completed resumes. The tool allows users to build and download resumes at no cost, addressing a common pain point in the resume-building space. The creator is now seeking community feedback to guide future feature development, including possible AI-powered resume suggestions. Users are invited to try the platform at resumship.com and submit bug reports, feature requests, or general feedback. The developer says all input will directly shape what gets built into the platform next.

0
ProgrammingDEV Community ·

How to Fix RabbitMQ Management UI Breaking Behind an Nginx Reverse Proxy

Placing RabbitMQ's Management UI behind an Nginx reverse proxy under a /rabbitmq/ path causes queue detail pages and API calls to break silently. The root cause is that Nginx decodes the URL-encoded forward slash %2F into a literal slash before forwarding requests, corrupting API paths that RabbitMQ uses to reference its default virtual host. Common fixes like merge_slashes off or rewrite directives fail because they still operate on the decoded $uri variable. The solution is to use $request_uri inside an if block for API location blocks, since this variable preserves the raw, undecoded URI exactly as the client sent it. Static assets and general UI routes can be handled separately with a standard rewrite-based proxy block that does not require raw URI preservation.

Developer builds TypeScript compiler graph MCP tool, cuts Claude Code token use tenfold · ShortSingh