Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
Search Christian Perez's blog, read posts, and ask about his work, podcast, and writing.
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Works in Claude on the web, desktop and mobile:
https://mcp.thechrisgrey.comRun this in your terminal
claude mcp add --transport http thechrisgrey https://mcp.thechrisgrey.comPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"thechrisgrey": {
"url": "https://mcp.thechrisgrey.com"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"thechrisgrey": {
"type": "http",
"url": "https://mcp.thechrisgrey.com"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://mcp.thechrisgrey.comMenu names can differ slightly by plan and over time.
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We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
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We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
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It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 7 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Context7, Codebase Memory, Exa
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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
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Personal website for Christian Perez (@thechrisgrey) | Founder & CEO of Altivum Inc. | Former Green Beret (18D Special Forces Medical Sergeant) | Bronze Star Recipient | Host of The Vector Podcast | Author of "Beyond the Assessment"
[https://thechrisgrey.com](https://thechrisgrey.com)
| Layer | Technology |
|---|---|
| Frontend | React 19, TypeScript 5, Vite 5 (Vitest 4, ESLint 10 flat config) |
| Styling | Tailwind CSS 4 (CSS-first @theme config, Oxide engine) |
| Routing | React Router 7 |
| CMS | Sanity.io (blog content) |
| AI Chat | Amazon Bedrock (Claude Haiku 4.5) + RAG |
| Auth | Amazon Cognito (admin panel) |
| Hosting | AWS Amplify |
| CDN/Analytics | Cloudflare Web Analytics |
| Testing | Vitest + React Testing Library + Cypress |
| Code Quality | ESLint, strict TypeScript |
┌─────────────────────────────────────────────────────────────────┐
│ FRONTEND (React) │ │ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ │ │ │ Home │ │ Podcast │ │ Blog │ │ Chat │ ... │ │ └──────────┘ └──────────┘ └──────────┘ └──────────┘ │ └─────────────────────────────────────────────────────────────────┘ │ │ │ │ ▼ ▼ ▼ ▼ ┌───────────┐ ┌───────────┐ ┌───────────┐ ┌───────────────┐ │ Amplify │ │ YouTube │ │ Sanity │ │ Bedrock │ │ Hosting │ │ Data API │ │ CMS │ │ + RAG (KB) │ └───────────┘ └───────────┘ └───────────┘ └───────────────┘ (build-time) (runtime) (Lambda stream)
User Message
│ ▼ Lambda Function URL (streaming) │ ├──> Bedrock Knowledge Base (retrieve context) │ │ │ ▼ │ S3 Vectors (autobiography chunks) │ ├──> Bedrock Guardrails (content filtering) │ └──> Bedrock ConverseStream API (Claude Haiku 4.5) │ ▼ Streaming Response -> Client
| Service | Resource | Region | Purpose |
|---|---|---|---|
| Amplify | d3du8eg39a9peo | us-east-2 | Hosting, CI/CD |
| Lambda | thechrisgrey-chat-stream | us-east-1 | AI chat streaming |
| Lambda | thechrisgrey-contact-email | us-east-2 | Contact form |
| Lambda | thechrisgrey-newsletter-subscription | us-east-2 | Newsletter |
| Lambda | thechrisgrey-kb-sync | us-east-1 | KB auto-sync on S3 changes |
| Lambda | thechrisgrey-kb-builder | us-east-1 | KB admin CRUD operations |
| Lambda | thechrisgrey-metrics | us-east-1 | Metrics collection and reporting |
| Bedrock KB | ARFYABW8HP | us-east-1 | RAG knowledge base |
| Cognito | User Pool | us-east-1 | Admin authentication |
| S3 | thechrisgrey-kb-source | us-east-1 | KB source documents |
| S3 | thechrisgrey-vectors | us-east-1 | Vector embeddings |
| DynamoDB | thechrisgrey-chat-ratelimit | us-east-1 | Rate limiting (20 req/hr/IP) |
| Secrets Manager | thechrisgrey/youtube-api-key | us-east-1 | YouTube API key |
| CloudWatch | tcg-AI-chat | us-east-1 | Bedrock invocation logs |
.nvmrc)git clone https://github.com/thechrisgrey/thechrisgrey.git
cd thechrisgrey npm install
npm run dev # Start dev server at http://localhost:5173
npm run build # Full production build npm run preview # Preview production build npm run lint # Run ESLint
The production build runs these steps in sequence:
validate-env -> podcast-episodes -> lint -> tsc -> vite build -> sitemap -> rss
| Framework | Scope | Command |
|---|---|---|
| Vitest | Unit + Integration | npm test |
| Vitest | Watch mode | npm run test:watch |
| Vitest | Coverage report | npm run test:coverage |
| Cypress | E2E (headless) | npm run cy:run |
| Cypress | E2E (interactive) | npm run cy:open |
| node:test | Lambda unit + contract | npm run test:lambda |
The test suite includes unit tests for components, hooks, and utilities; integration tests for page-level behavior; and end-to-end tests covering navigation, chat, blog, and contact flows.
Critical external boundaries — Cognito admin auth, the live Sanity client, Bedrock KB retrieval, and the Bedrock guardrail — are also covered by opt-in contract tests that exercise the real services (green mocks alone can drift from reality). They skip cleanly during npm run test:lambda and CI, and only run when their flag + AWS/Sanity credentials are present:
COGNITO_CONTRACT_TESTS=1 COGNITO_CLIENT_ID=… COGNITO_TEST_EMAIL=… COGNITO_TEST_PASSWORD=… \
node --test lambda/shared/tests/cognito-contract.test.mjs SANITY_CONTRACT_TESTS=1 node --test lambda/chat-stream/tests/sanity-contract.test.mjs KB_RETRIEVE_CONTRACT_TESTS=1 node --test lambda/chat-stream/tests/kb-retrieve-contract.test.mjs BEDROCK_CONTRACT_TESTS=1 node --test lambda/blueprint/tests/guardrail-contract.test.mjs
See .env.example for the full list of flags and required permissions. Run these before a release (or on a scheduled job) to catch response-shape/schema drift that unit mocks can't.
Set in AWS Amplify console or in a local .env file:
| Variable | Description | Required |
|---|---|---|
VITE_CHAT_ENDPOINT | Lambda Function URL for AI chat | Yes |
VITE_CONTACT_ENDPOINT | Lambda Function URL for contact form | Yes |
VITE_NEWSLETTER_ENDPOINT | Lambda Function URL for newsletter | Yes |
VITE_COGNITO_USER_POOL_ID | Cognito User Pool ID (admin auth) | Yes |
VITE_COGNITO_CLIENT_ID | Cognito App Client ID | Yes |
VITE_KB_BUILDER_ENDPOINT | Lambda Function URL for KB admin | Yes |
VITE_CHAT_SIGNING_KEY | HMAC signing key for chat requests | Yes |
VITE_METRICS_ENDPOINT | Lambda Function URL for metrics | Yes |
YOUTUBE_API_KEY | YouTube Data API v3 key (build-time only) | Yes |
VITE_ prefixed variables are bundled into the frontend. YOUTUBE_API_KEY is only used during the build step.
Push to main triggers automatic Amplify deployment:
git push origin main
aws amplify start-job \
--app-id d3btl94rm91y13 \ --branch-name main \ --job-type RELEASE \ --region us-east-2 \ --profile personal-dev # Delta Centric 512880383078, the site's home
Each Lambda function is deployed independently via a single verified script. The script installs from the lockfile, dereferences the lambda-shared symlink into the bundle, and verifies the entire module graph resolves before upload — so a deploy can no longer ship a Lambda that crashes on cold start.
# Verify the bundle builds and resolves, without uploading:
npm run deploy:lambda -- chat-stream --dry-run
Only the beginning is shown; read the rest in the repo