saagarpatel.dev Portfolio

io.github.saagpatel由 GitHub 账号 saagpatel 发布v0.1.0更新于 Oct 24, 2026

Agent-native MCP server over the public saagarpatel.dev corpus. Read-only, stateless.

发布方自己的服务:PortfolioFit

已验证Streamable HTTP可网页运行网页搜索与抓取知识与记忆

概览

AI 生成的概览

面向 saagarpatel.dev 公开语料的只读 MCP 服务器,让助手检索并阅读文章、书稿与笔记,并浏览项目与基准结果。

可以做什么
  • 以 BM25 全文检索整个语料,返回排序结果、摘要片段与 id
  • 按 id 读取单篇文档的完整 Markdown,或列出含标题、类型、日期与字数的完整目录
  • 获取作者简介卡片,涵盖 about、now 与 uses 页面
  • 列出精选公开项目及其技术栈、状态与活跃度信号
  • 列出并读取公开安全的仓库问答档案,含新鲜度与证据计数
  • 获取公开且已脱敏的 OPERANT 各模型校准结果
适用场景
适合需要基于 Saagar Patel 的写作、项目或已发布基准结果作答、而不想抓取网站 HTML 的场景。适用于针对该特定公开语料的研究、摘要与介绍类任务。
运行要求
可作为远程 streamable HTTP 端点运行,也可通过 npx saagar-portfolio-mcp 以 stdio 在本地运行。未声明任何认证、API 密钥、请求头或环境变量;语料已内置,运行时无需联网抓取。
安装前请注意
所有工具均为只读且无状态,且没有工具接受 URL 或文件系统路径。内容仅限该作者的公开材料,仓库档案是静态产物而非实时仓库健康状态;若未内置数据集,OPERANT 结果可能不可用。

安装

在 SourceWeft 中

  1. 打开 控制台中的 saagarpatel.dev Portfolio,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.github.saagpatel%2Fportfolio-mcp/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "mcpServers": {
    "saagarpatel-dev-portfolio": {
      "type": "http",
      "url": "https://mcp.saagarpatel.dev/mcp"
    }
  }
}

README

portfolio-mcp

[Glama MCP server]

The agent-native layer of saagarpatel.dev: a Model Context Protocol server that lets any AI agent query Saagar's writing, projects, public-safe repo profiles, 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 — plus public-safe repo profile artifacts when present, 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).

ToolPurpose
searchBM25 over the whole corpus; optional section filter, limit
get_documentFull Markdown of one document by id
list_corpusThe table of contents; optional type filter
get_profileThe "who is this" card (about / now / uses)
list_projectsCurated public-safe projects + anonymized aggregates
list_repo_profilesPublic-safe repo profile index with freshness and proof counts
get_repo_profileOne repo answering profile by the repoId argument
get_operant_resultsPublic, sanitized OPERANT calibration results (per-model OCS)

Documents are also exposed as Resources (portfolio://essays/{slug}, portfolio://book/{slug}, portfolio://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 committed corpus contains 166 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 8 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 and local OPERANT inputs into corpus.generated.ts  probe-mcp.mjs        probes an MCP HTTP endpoint (saagar-mcp-kit driver + domain calls)  audit-mcp.sh        connected MCPAudit scan of this server (dogfood)test/                 vitest: bm25, tools, full-protocol server tests

Develop

From the repository root, use the pinned Node and npm versions from .node-version and package.json. The checked-in public-safe corpus is enough for routine checks; no sibling checkout, local portfolio import, signing key, or Cloudflare credentials are needed.

sh
npm cimake check

make check runs lint, format validation, typecheck, tests, the stdio build and protocol test, smoke, parity, and a package-content check. See CI for the same aggregate gate. npm run dev starts the local Worker.

npm run build:corpus regenerates source from a sibling checkout or an explicit network URL; URL-mode builds omit OPERANT because its build inputs are not published. Corpus generation is not required for ordinary fixture verification. npm run probe:mcp targets the live Worker by default, and the connected audit starts a local Worker and invokes the separately installed mcp-audit CLI. Keep those separate from local gates; deployment and signing remain operator-gated as described below.

Inspect either transport with the MCP inspector:

sh
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)

sh
npm run build:corpus && npm run deploy   # wrangler deploynpm 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)

sh
npm run build:corpus && npm run build:cli   # -> dist/stdio.jsnpm 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 (via saagar-mcp-kit's signing CLI, Node built-in crypto):

sh
npx mcp-kit-sign gen-key --manifest=../portfolio-index/.well-known/mcp.json  # one-time; private key -> .signing/ (gitignored, NEVER commit)npm run sign                             # writes <manifest>.sig + publishes mcp-ed25519.pubnpm run sign:verify                      # checks manifest bytes against .sig + public key

Override paths 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

Stack

Node.js 24.21.0, npm 12.2.0, TypeScript, Cloudflare Workers, and the MCP SDK.

Known risks

URL-mode corpus builds omit OPERANT, whose inputs are only available to local corpus builds. Worker deployment and package publication are not part of local verification.

Next steps

Keep the published MCP endpoint and signed discovery manifest in sync when an operator authorizes a deployment. Registry publication remains a separate, explicitly authorized release action.

来源:README.md,提交 55de013

工具

8

get_document

Get a document

Return the full Markdown of one document by id, e.g. "writing/the-handoff" or "book/preface". Get ids from search or list_corpus.

输入参数id必填

list_corpus

List the corpus

List every document with its id, title, type, date, and word count, plus per-type counts. The table of contents for the whole site. Optionally filter by type.

输入参数type

get_profile

Get profile

Return Saagar Patel's profile: name, one-line summary, site, and the about / now / uses pages. Start here to understand who this is and what they work on.

无需输入参数。

list_projects

List projects

List the curated, public projects with stack, status, last-active date, and test/CI signals, plus anonymized portfolio-wide aggregates. Optionally filter by status.

输入参数limitstatus

list_repo_profiles

List repo profiles

List public-safe repo answering profiles with repo id, attention state, freshness, and proof counts. Profiles are static artifacts baked from saagarpatel.dev, not live repo health.

输入参数limitattentionState

get_repo_profile

Get repo profile

Return one public-safe repo answering profile by repo_id, including purpose, safe commands, agent surfaces, proof refs, freshness, exclusions, limitations, and integrity metadata.

输入参数repoId必填

get_operant_results

Get OPERANT benchmark results

Return the public, sanitized OPERANT results: per-model operator-calibration-score (OCS) profiles, the headline figures, and the calibration-profiles (not a flat leaderboard) framing. Sourced from the published OPERANT mirror. Returns availability=false if no dataset was baked.

无需输入参数。

版本历史

1
  1. v0.1.0最新Sep 16, 2026

评分

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