portfolio-mcp

The agent-native layer of saagarpatel.dev: a Model Context Protocol server that lets any AI agent query Saagar's writing, projects, and benchmark results directly, instead of scraping HTML.

Read-only. Stateless. Public. No auth, no tracking, no database, no runtime egress.

How it fits

The website stays a pure static site. This server is a sibling, not a backend bolted onto it:

• Layer 0 (in the portfolio-index repo): the build emits a static machine corpus — corpus-index.json, per-document corpus/<id>.json, and .well-known/mcp.json — served alongside the HTML. Already public.
• Layer 1 (this repo, src/index.ts): a stateless Cloudflare Worker that bakes the Layer 0 corpus into its bundle and serves it over MCP (streamable HTTP, the WebStandardStreamableHTTPServerTransport). Zero runtime fetches.
• Layer 2 (this repo, src/stdio.ts): the same server over stdio, for running locally via npx saagar-portfolio-mcp. Identical tool/resource/prompt surface.

The shared core (src/server.ts) is transport-agnostic; both layers wrap it.

Tool surface

All read-only (readOnlyHint: true). No tool takes a URL or filesystem path (no SSRF / exfil surface).

| Tool | Purpose | |---|---| | search | BM25 over the whole corpus; optional section filter, limit | | get_document | Full Markdown of one document by id | | list_corpus | The table of contents; optional type filter | | get_profile | The "who is this" card (about / now / uses) | | list_projects | Curated public-safe projects + anonymized aggregates | | get_operant_results | Public, sanitized OPERANT calibration results (per-model OCS) |

Documents are also exposed as Resources (portfolio://essays/{slug}, book/{slug}, notes/{slug}, portfolio://profile), and there are two Prompts: introduce_saagar and summarize_writing_on (grounded in a live search).

Retrieval

BM25 over a baked index (no embeddings in v1 — the corpus is ~50 small docs and the calling LLM supplies the semantics). Titles are boosted. Embeddings are a measured Phase 3 upgrade, added only if retrieval quality proves insufficient.

Layout

src/
  types.ts            corpus + projects + operant shapes
  bm25.ts             dependency-free BM25 + snippet (pure)
  tools.ts            createTools(corpus) -> the 6 tools (pure, injectable)
  corpus.ts           loads the baked corpus + accessors
  corpus.generated.ts AUTO-GENERATED by build:corpus
  server.ts           buildServer(): shared MCP core (tools + resources + prompts)
  index.ts            Cloudflare Worker transport (streamable HTTP)
  stdio.ts            Layer 2 stdio transport (the npx CLI)
scripts/
  build-corpus.mjs    bakes Layer 0 (+ OPERANT) into corpus.generated.ts
  probe-mcp.mjs        probes an MCP HTTP endpoint: initialize, tools/list, search, OPERANT
  smoke-mcp.sh        boots wrangler dev, drives the MCP protocol under workerd
  audit-mcp.sh        connected MCPAudit scan of this server (dogfood)
test/                 vitest: bm25, tools, full-protocol server tests

Develop

npm install
npm run build:corpus          # bake from ../portfolio-index (or --url=https://saagarpatel.dev)
npm run typecheck
npm test
npm run dev                   # wrangler dev -> http://localhost:8787/mcp
bash scripts/smoke-mcp.sh     # end-to-end MCP smoke under the real workerd runtime
npm run probe:mcp             # live Worker probe, or set PORTFOLIO_MCP_ENDPOINT

Inspect either transport with the MCP inspector:

npx @modelcontextprotocol/inspector http://localhost:8787/mcp   # Layer 1 (HTTP)
npx @modelcontextprotocol/inspector node dist/stdio.js          # Layer 2 (stdio, after build:cli)

Deploy (Layer 1)

npm run build:corpus && npm run deploy   # wrangler deploy
npm run probe:mcp                        # post-deploy live MCP readback

Operator-gated (needs Cloudflare auth). v1 still deploys to the default portfolio-mcp.<account>.workers.dev URL, and npm run probe:mcp uses that stable Worker URL by default. Public discovery now advertises the verified custom endpoint https://mcp.saagarpatel.dev/mcp; after any deploy, verify both the Worker and the website manifest/readback path before changing .well-known/mcp.json.

wrangler.jsonc pins workers_dev: true so the public Worker URL stays live during any future custom-domain experiments; do not remove it unless the website manifest has already moved to a verified replacement endpoint.

Publish (Layer 2)

npm run build:corpus && npm run build:cli   # -> dist/stdio.js
npm login && npm publish                     # public package: saagar-portfolio-mcp

Once published, anyone can run it locally with npx saagar-portfolio-mcp (no install).

Sign the manifest (optional trust signal)

Ed25519-sign .well-known/mcp.json so an agent or registry can verify it authentically comes from Saagar. Zero dependencies (Node built-in crypto):

node scripts/sign-manifest.mjs gen-key   # one-time; private key -> .signing/ (gitignored, NEVER commit)
node scripts/sign-manifest.mjs sign      # writes <manifest>.sig + publishes mcp-ed25519.pub
node scripts/sign-manifest.mjs verify    # checks manifest bytes against .sig + public key

Defaults target the sibling portfolio-index manifest (override with --manifest=/--key=/--pub=/--sig=). Commit the .sig + mcp-ed25519.pub (never the private key) into portfolio-index next to the manifest, then redeploy the site. Re-run sign whenever the manifest changes (it signs the exact served bytes).

Audit posture

Designed to pass MCPAudit / mcp-trust (Saagar's own tools): only the inbound MCP transport, no shell_execution / file_access / destructive / exfiltration, and no caller-controlled egress (the corpus is baked). All tools are annotated read-only with plain, non-injectable descriptions. bash scripts/audit-mcp.sh runs a connected scan.

Dogfooding this server surfaced a substring-matching false-positive bug in MCPAudit (it matched port inside portfolio://); that fix lives in the MCPAudit repo and cut this server's findings 62 → 14. The genuine tool surface scans clean (high_risk_servers: 0).

Status

• Built + verified: Layers 0–2. Shared core + 6 tools + Resources + 2 prompts + get_operant_results. typecheck clean; 26 tests pass (incl. full MCP protocol via the fetch handler); wrangler dev workerd smoke green; live Worker probe green; public discovery advertises mcp.saagarpatel.dev with a valid Ed25519-signed manifest.
• Gated / next: publish the stdio package (npm publish, after removing "private": true by explicit operator approval only), glama.ai registry listing, and continued signed-manifest readback checks after website manifest changes.