get_profile
Profile
Who Harshith Nayaka L is: role, employer, location, availability, contact email and public profiles. Start here for questions about the person rather than a project.
Takes no parameters.

io.github.HarshithNayakaLPublished by GitHub account HarshithNayakaLv1.1.0Updated Oct 30, 2026
Read-only MCP access to Harshith Nayaka L's portfolio: profile, case studies, FAQ and guides.
The publisher's own server: PortfolioFit
Read-only MCP access to Harshith Nayaka L's portfolio site, letting an assistant look up his profile, projects, case studies, FAQ and agent skills.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/io.github.HarshithNayakaL%2Fportfolio/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.Add this to your client's mcpServers config.
{
"mcpServers": {
"harshith-nayaka-l-portfolio": {
"type": "http",
"url": "https://harshith-nayaka-l-portfolio.vercel.app/mcp"
}
}
}Source for harshith-nayaka-l-portfolio.vercel.app, the portfolio of Harshith Nayaka L, an AI Engineer in Bengaluru who builds AI agents, RAG pipelines and LLM applications. It holds a case study for each project, guides drawn from them, and his profile, experience and published research. One scrolling page plus case-study, guide and legal routes.
The site is also built to be read by machines: every page is prerendered to static HTML, has a markdown twin, and is mirrored by a read-only JSON API.
The visual design and the rules that keep it consistent are in
AGENTS.md; the previous design is archived on the
classic-design branch.
@tailwindcss/vite); all theme tokens live in src/index.css@fontsource: Inter Variable (body and labels), Instrument
Serif (display headings), Poppins (hero headline) — served from public/fonts, preloaded in index.html@bible-strong/avatar-core for the mascot's geometry@vercel/edge for the content-negotiation middlewareNo animation library. Scroll reveals and the page transition are CSS keyframes and IntersectionObserver; pulling in a runtime for that put the whole library in the initial bundle.
npm run build is four stages, and the later ones are the ones that matter:
vite build emits the client bundle, a second vite build --ssr emits
dist-ssr/entry-server.js, scripts/prerender.mjs walks every route and writes
real HTML plus each page's markdown twin, and scripts/build-api.mjs emits the
static JSON API. A plain vite build (npm run build:client) skips all of
that and produces an empty-shell SPA.
verify:llms takes an origin as its first argument. Give it a Vercel
deployment: vite preview runs neither the middleware nor the rewrites, and
falls back to the root page for every nested route, so it fails pages that are
fine in production.
Vercel. Build command npm run build, output dist.
middleware.ts runs at the edge and does the content negotiation, the API
route table, and JSON errors for anything under /api.vercel.json carries the rewrites and headers.public/_redirects is there for Netlify; nothing reads it on Vercel.Everything real lives in src/data/:
projects.ts — Selected Work cards, plus email / GitHub / LinkedIn.caseStudies.ts — full case studies (problem, build, pipeline diagram,
judgment calls, results, tech). The architecture diagrams are data-driven:
edit a pipeline array and the node graph re-renders.skills.ts — the Agent Skills section.seo.ts — per-route titles, descriptions and JSON-LD.onee.avatar.json — the mascot's definition.Adding or removing a project means touching projects.ts, caseStudies.ts,
and the slug sets in middleware.ts. scripts/build-api.mjs fails the build if
those drift apart, so a mismatch is caught rather than shipped.
src/components/GlassFilter.tsx holds a CONFIG block using the parameter
names from liquid-glass.ybouane.com —
blurAmount, refraction, chromAberration, edgeHighlight, fresnel,
zRadius, and so on. Tune the bar by changing those numbers; the filter graph
is built from them.
That library itself can't run here: it sizes a WebGL canvas to everything it
refracts, and this page is 12,473px tall on desktop and 19,236px on a phone,
which needs a canvas past Chromium's 16,384px limit. So the effect is rebuilt
as one SVG filter referenced from backdrop-filter. WebKit and Gecko don't
resolve filter references there and fall back to the plain blur declared
alongside it — same frost, no refraction at the rim.
og:url currently point at the
vercel.app subdomain.Source: README.md at commit 6276036
Profile
Who Harshith Nayaka L is: role, employer, location, availability, contact email and public profiles. Start here for questions about the person rather than a project.
Takes no parameters.
Projects
Every project in the portfolio with a one-line outcome, tags, status, links and its slug, optionally narrowed to one topic. Use the slug with get_case_study for the full write-up.
topicCase study
The full case study for one project: the problem, what was built, the pipeline, the engineering decisions, results, stack and sources.
slugrequiredFAQ
The questions and answers from the site's FAQ (hiring and availability, what the role involves, technical questions answered from the projects), optionally ranked against a question.
queryAgent skills
The published agent skills: what each one does, the method behind it, and its repository. Pass a name for one skill.
nameAnswer a question
Answers a question about Harshith Nayaka L or his work by quoting the site's own published answer, with its source URL. Returns "no published answer" rather than composing one.
questionrequired90% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
Declare a license in the repository or the registry entry.

fit.portfolioOfficial publisher
PortfolioFit is a remote MCP server that lets an assistant check normalized portfolios against mandates and compute allocation constraints and statistics.

dev.ryeOfficial publisher
Remote MCP endpoint exposing Cameron Rye's blog, portfolio projects, bio, reading list and live site stats, plus contact and newsletter tools.
Published by GitHub account shlokbam
Shlok Bam's portfolio's hosted MCP server; no sign-in required; Streamable HTTP; 10 tools.

Published by GitHub account HarshithNayakaL
Read-only MCP server exposing the developer documentation for a portfolio site's JSON API, MCP, A2A and NLWeb endpoints.

Published by GitHub account kobimantzur
Read-only MCP server that logs into an IBI (Israel Brokerage) NextGen account locally and lets an AI assistant read positions, cash and P/L.
npm installnpm run dev # http://localhost:5173npm run build # type-check, client build, SSR build, prerender, APInpm run preview # serve the production buildnpm run lint # type-check onlynpm run verify:negotiation # 25 client shapes get the right representationnpm run verify:onee # every mascot animation is reachablenpm run verify:llms <origin> # needs a Vercel deployment, not npm run preview