Search & Research: MCP servers & Agent Skills
Search & Research MCP servers and Agent Skills from public sources. 182 entries, sorted by featured, then GitHub stars. Showing the top 150. Search and filter all 182.
git (reference server)
A Model Context Protocol server for Git repository interaction and automation. This server provides tools to read, search, and manipulate Git repositories via Large Language Models.
World Monitor
Real-time global intelligence across conflict, markets, energy, trade, shipping and cyber. 96 tools.
Understand-Anything
Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
career-ops
Open-source AI job search agent and job finder: scan job boards, score each job 1-5 against your CV before you apply, tailor an ATS-friendly resume and cover letter, get interview prep and a job application tracker. It helps you fill in each application; you press Submit. Runs locally in your AI coding CLI (Claude Code, Codex, OpenCode and more).
TrendRadar
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
scientific-agent-skills
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 250,000+ scientists worldwide. 177 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
gpt-researcher
An autonomous agent that conducts deep research on any data using any LLM providers
claude-skills
380 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 380+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills.
notion-meeting-intelligence
Prepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to attendees.
notion-research-documentation
Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, or reports with citations.
Agent Skills Search Server
Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server.
Auto-claude-code-research-in-sleep
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.
zvec
A lightweight, lightning-fast, in-process vector database
AI-Research-SKILLs
Comprehensive open-source library of AI research and engineering skills for any AI model. Package the skills and your claude code/codex/gemini agent will be an AI research agent with full horsepower. Maintained by Orchestra Research.
hexstrike-ai
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.
QuantDinger
Open-source AI Trading OS, agent trading, and vibe trading, with Jev System One integration. Research, build Python strategies, backtest, and paper/live trade across crypto, stocks, and forex. Launch your own multi-tenant trading SaaS with built-in user management, billing, payments, and settlement.
skills
Trail of Bits Claude Code skills for security research, vulnerability detection, and audit workflows
firecrawl-mcp-server
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
semble
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
Claude Code Ultimate Guide
Search the Claude Code Ultimate Guide and machine-readable references from any MCP client.
open-seo-mcp-skills
Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI visibility on your real GSC/GA4/ads data. claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp
magic-mcp
It's like v0, but in your Cursor / Claude Code / Windsurf: search 10,000+ React/Tailwind components, generate new UI with AI, and publish your own — right from your editor. Magic MCP is now the 21st MCP; this package keeps old configs working. Setup: 21st.dev/mcp
awesome-hermes-agent
Independent directory of useful skills, plugins, memory providers, tools, surfaces, and guides for Nous Research's open-source Hermes Agent.
GPT-Image2-Skill
GPT Image 2/2.5 prompt gallery, image prompt library, agentic skill, and CLI for OpenAI image generation/editing
io.github.KnockOutEZ/wigolo
Local-first web intelligence MCP server for AI coding agents
Zotero MCP
Search, read, annotate, and add to your Zotero research library, local or web.
google-ads-meta-ads-mcp
Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + Google Analytics MCP (GA4) + Search Console in one hosted remote MCP for Claude, ChatGPT, Cursor & n8n: OAuth login, no API keys, approval-gated writes, 7-day free trial. By Ryze AI.
code-graph-rag
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
open-science
The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and connectors, Python/R execution and traceable artifacts for reproducible research on macOS, Windows and Linux.
ai.exa/exa
Connect AI agents to Exa for web search, content fetching, and multi-step research.
obsidian-second-brain
Persistent memory for Claude Code, Codex and 6 other AI agents, stored as plain markdown in your Obsidian vault. New: Crew, one shared logbook so Claude Code, Codex, Cursor and Grok Bot know what each other did. 48 commands: semantic search, self-rewriting notes, key-less research, scheduled agents.
deep-research
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
Auto-Empirical-Research-Skills
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文，并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
social-media-research-skills
AI agent skills for social media research. Outlier posts, comment mining, competitor teardowns, ad libraries & trends across TikTok, Instagram, YouTube, Reddit, X, LinkedIn & more. Powered by ScrapeCreators. Works with Claude Code, Cursor, Codex, Gemini CLI.
serenity-skill
Serenity-inspired Agent Skill for supply-chain bottleneck stock research
hyperresearch
Convert Claude Code or Codex into the most intelligent Deep Research Agent. Collect, search, and synthesize web research into a persistent, searchable wiki that builds on itself. Hosted API + MCP: hyperresearch.ai
pipeshub-ai
The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.
geo-sleuth
An agent skill that finds where a photo was taken — OpenStreetMap geometry, elevation skylines, satellite imagery and street view — and shows its work. Works with Claude Code, Codex, Cursor, Gemini CLI, OpenCode and GitHub Copilot.
google_workspace_mcp
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool
sepia
De-AI writing skill for any Agent Skills-compatible agent (77+ via the Skills CLI), with native plugins for Claude Code, Codex, Grok Build, and Antigravity. Narrative-architecture repair for fiction, venue-matched rules for professional prose. Based on StoryScope (arXiv:2604.03136).
arxiv-mcp-server
A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. Search is optional.
ddgs
A metasearch library that aggregates results from diverse web search services
J-Space-Cognition-Suite
J-Space Cognition Suite — a model-agnostic inference-time control suite for deep reasoning, long-horizon work, verification, and recovery. Based on Anthropic's J-space global workspace research.
paper-search-mcp
MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.
invisible_playwright_mcp
Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected browser automation, scraping, computer use.
korean-law-mcp
법제처 국가법령정보를 LLM에서 바로 조회하는 MCP 서버. 법령·판례·조례 검색과 인용 검증 | MCP server for Korean law — search statutes, precedents, and ordinances, and verify citations
x64dbg-mcp-server
x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg programmatically: set breakpoints, step through code, read memory, dump registers, and more. Built with Zig — zero dependencies, single-binary output, cros
paperbanana
Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.
12306-mcp
This is a 12306 ticket search server based on the Model Context Protocol (MCP).
Deep-Research-skills
Structured deep research skill for Claude Code/Open Code/Codex with human-in-the-loop control
LetsFG — Flights & Hotels
Search and book flights and hotels: hundreds of airlines, plus bookable hotel rates.
Tourmind-Booking-Skills
AI agent skills for end-to-end hotel and flight booking—compare live hotel rates across leading OTAs and suppliers, search and verify real-time airfares worldwide, book stays and flights, and manage reservations, hotel cancellations, and payments via the TourMind API.
boss-agent-cli
🤖 Local-assist BOSS Zhipin CLI for AI agents — search, welfare filtering, shortlist, JSON-envelope output; low-risk & compliant by default.
jshookmcp
A search-first, profile-aware reverse-engineering workspace for AI agents — 735 tools across 36 domains in one MCP server.
mcp-memory-service
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
mcp-gsc
Google Search Console Insights with Claude AI for SEOs
anysearch-mcp-server
Unified real-time search MCP server supporting general web search, vertical domain search, parallel batch search, and full-page URL content extraction.
video-search-and-summarization
NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as NVIDIA Nemotron, RAG, and NVIDIA NIMs.
deepseek-pp
DeepSeek Web browser extension: AI agent workspace with MCP tools, memory, Skills, automation, web search, and conversation export.
cheatengine-mcp-bridge
Connect your favorite AI agents directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.
claude-code-my-workflow
A ready-to-fork Claude Code template for academics using LaTeX/Beamer + R. Multi-agent review, quality gates, adversarial QA, and replication protocols.
claude-code-settings
Curated skills, sub-agents, and config templates that supercharge Claude Code — research, image gen, GitHub automation & more.
datagouv-mcp
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
mcp-server-qdrant
An official Qdrant Model Context Protocol (MCP) server implementation
npcpy
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
evo
turns your codebase into an autoresearch loop — discovers what to measure, instruments the benchmark, then runs tree search with parallel subagents.
chunkhound
Your entire engineering context, deeply understood
apple-docs-mcp
MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants
repobrain
🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.
NanoResearch
🦞+🔬 NanoResearch: The Autonomous AI Research Assistant
mcp-searxng
Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client
meta-ads-mcp
Meta Ads (Facebook/Instagram) MCP server for Claude, ChatGPT, Perplexity & Cursor — the Meta node of Pipeboard’s 5-platform family (+ Google, TikTok, Snap, Reddit). Hosted remote MCP, badged Meta Business Partner, free plan — no self-hosting required.
AI-Search-Hub
One Query. All Search Skill. 聚合 Gemini、Grok、豆包、元宝等平台原生 AI 搜索能力，免费获取科技趋势、行业舆情、热点追踪、旅行规划、日常问题统一接进自己的 Agent 与工作流，指定链接免费爬取
open-reverselab
Open-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary analysis, CTF and malware research, with 100+ MCP tools and a 194-article runnable knowledge base.
deja-vu
Coding agent memory for Claude Code, Codex, Cursor and 39 more, built from the session history already on your disk. Local search, MCP and hooks, no LLM, one Go binary.
startup-skill
AI agent skills for startup validation, competitive intelligence, and planning
Proxima
Multi-AI MCP Server - Connect ChatGPT, Claude, Gemini & Perplexity to your coding tools without any API
eCommerce-Skills
E-commerce skills for AI agents — product research, marketing automation, supply chain optimization, and business analytics for online sellers across Amazon, Shopify, Etsy, TikTok Shop, and all platforms.
zen
Selfhosted notes app. Single golang binary, notes stored as markdown within SQLite, full-text search, very low resource usage
crw
Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benchmarks. 6 MB RAM, single binary. Self-host or use managed cloud.
new-term-radar
Daily radar for new AI terms: names of new models, products and repos, caught on X, Hugging Face, GitHub and sitemaps before keyword tools list them.
Atlassian Rovo MCP Server
Connect to Atlassian Jira, Confluence, Loom, and more to search, create, and manage your work.
stashbase
An open-source, local-first writing workspace where you can write with Claude Code and Codex, drawing on your own sources and past work.
Claude-Skills
385 AI skills, 77 expert agents, and 900 stdlib Python tools for every team: engineering, PM, marketing, C-level, compliance, business ops, research, and a LinkedIn toolkit. Installs on Claude Code, Cursor, Codex, Gemini, Copilot, and 6 other AI assistants.
NornicDB
Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no changes while adding intelligent features like schemas, managed embeddings, reranking+llm, GPU accel, Auto-TLP, Policy-based Memory Decay, and MCP server.
FinanceMCP
这是一个金融领域相关的mcp,本项目通过集成 Tushare API 和 Binance API 为语言模型（如Claude）提供全面的实时金融数据访问能力，支持股票、基金、债券、宏观经济指标、稳定币、虚拟货币等多维度金融数据分析。其中也包含了金融数据查询、财经新闻查询、国家统计局数据查询等
reddit-mcp-buddy
Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.
obsidian-mcp-tools
Add Obsidian integrations like semantic search and custom Templater prompts to Claude or any MCP client.
okf-agent-memory
Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zero external databases or dependencies. Built in pure Go.
ai-maestro
AI Agent Orchestrator with Skills System - Give AI Agents superpowers: memory search, code graph queries, agent-to-agent messaging. Manage Claude Code, Codex, Grok Build or any AI Agent from one dashboard. Move Agents between computers and locations
idea-reality-mcp
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
Wax
Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. One File. Pure Swift
io.github.StuMason/coolify
46 optimized tools for managing Coolify infrastructure, diagnostics, and docs search
SEO Skill
Free Google Search Console MCP: your real GSC, Google Analytics and keyword data for AI agents.
claude-elixir-phoenix
Claude Code plugin for Elixir/Phoenix/LiveView — 26 specialist agents, Iron Laws enforcement, and Tidewave MCP integration. Plan features with parallel research agents, execute with automatic verification, review with 4-agent parallel audits, and capture learnings as reusable knowledge.
Octocode
AI-powered code indexer with semantic search and knowledge graphs
io.github.BlockRunAI/blockrun-mcp
Web search, deep research, prediction markets & crypto data for AI agents. Pay per call via x402.
bdpan-storage
Agent Skill for Baidu Netdisk (百度网盘) — upload, download, transfer, share, search files via natural language. Works with Claude Code, Cursor, Codex, Gemini CLI, OpenClaw.
io.github.HarimxChoi/google-surf-mcp
Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.
com.skillmd/skillmd
Search, fetch, lint, and install Agent Skills (SKILL.md) from the SkillMD registry.
firecrawl-claude-plugin
Firecrawl plugin for Claude Code: web search, scraping, crawling and browser interaction. Firecrawl is the most complete web data API for AI agents.
io.github.RLabs-Inc/gemini-mcp
Gemini 3 MCP server with 30+ tools: images, video, research, TTS, code exec & CLI
Bitbybit CAD MCP
Bitbybit 3D parametric CAD API, version-exact, for coding agents: search, describe, examples, guide
Keyline Icons
Search Keyline Icons by name and get any icon's SVG source or React import. No key, no network.
Anti-Autoresearch
Don't trust an autoresearch paper at face value. Reviewer-side integrity forensics (self-consistency + fabrication), deterministic verdict. 61 signals: 46 integrity hack-patterns (families A–H, verdict-bearing) + 13 zero-weight AI writing-style impressions (AIS) + 2 advisory. Not an opaque AI-text classifier. The dual of ARIS.
code-index
Rust code index MCP server, native 1C:Enterprise (BSL) support. 37 tools, AST for 14 languages.
RivalSearchMCP
Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs, news aggregation, entity profiles, conflict detection, document analysis. No API keys. No in-server LLM. Structured outputs for agent chaining.
DocsMint
Cloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools.
GitHits
Search public open-source code, documentation, metadata, vulnerabilities, changelogs, and examples.
Open Library
Search books and authors on the Internet Archive's Open Library
trvl
Door-to-door travel MCP + CLI: flights, hotels, trains, cars, ferries. No API keys, Go binary.
io.github.Pantheon-Security/notebooklm-mcp-secure
Security-hardened NotebookLM MCP with post-quantum encryption
Reverie
Graph memory that dreams: Neo4j knowledge-graph memory for AI agents with hybrid search
io.github.RapierCraft/perplexity-comet-mcp
Bridge Claude Code with Perplexity Comet for autonomous browsing and tab management
io.github.CSCSoftware/aidex
Persistent code indexing for AI assistants. 50x less context than grep. 11 languages.
Vaaya
Paid APIs and tokenized shares for agents. Prepaid funding, including authorized Instinct checkout.
DigestSEO AI Visibility
Track how ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews cite your brand.
io.github.Evilander/audrey
Local-first biological memory for coding agents: recall, consolidation, and pre-action Guard checks.
Svipall
Read any page past its anti-bot wall, crawl sites, search without an API key, solve captchas locally
io.github.JubaKitiashvili/context-mem
Persistent memory for AI agents — 98%+ retrieval recall, 99% token savings, 44 tools
io.github.DanielBlomma/cortex
Local repo context for coding assistants with semantic search and graph relationships.
Komplyt Zero
Persistent working memory for AI agents: a knowledge graph with semantic search and decay.
MCPfinder - MCP Server Discovery
Your AI discovers and installs MCP servers across Official Registry, Glama, and Smithery.
ai.takara/miru
Hybrid semantic and keyword code search for coding agents.
Kinetik UI
Search and install animated React Native and Expo components from the Kinetik UI registry.
ai.smithery/serkan-ozal-driflyte-mcp-server
Discover available topics and explore up-to-date, topic-tagged web content. Search to surface the…
Paparats – Local Semantic Code Search MCP
Local-first semantic code search across all your repos. Private context for AI coding assistants.
Labby
Rust MCP gateway with Code Mode, authentication, setup, logs, CLI, HTTP API, and operator web UI.
com.altmetric.mcp/altmetric-mcp
MCP server for Altmetric APIs - track research attention across news, policy, social media, and more
io.github.GeiserX/telegram-archive-mcp
MCP server for Telegram Archive — search messages, browse chats, and access history
MarsNMe
Agent-agnostic memory backend that preserves continuity between humans and AI over time.
Dimensions Analytics
Search and analyze Dimensions research data: publications, grants, researchers, patents, trials
io.github.LorgAI/lorg-mcp-server
Shared, peer-validated knowledge archive for AI agents — search, contribute, and validate via MCP
io.github.MatthewSherlin/mushroomdb
Embedded graph database for agents: declare association rules once, edges maintain themselves.
io.github.AdelElo13/neuromcp
Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation
Anna's Archive
Search Anna's Archive for ebooks and papers by title, author or DOI and download the file you pick.
bisibility
Track keyword rankings, research SEO opportunities, and manage bisibility projects with AI agents.
DomainScout
Domain research for AI agents: checks hundreds of names in one call, with prices and where to buy.
Elnora MCP Server
AI-powered bioprotocol optimization — generate, search, and manage lab protocols via MCP
io.github.NovadaLabs/novada-mcp
Search, extract, crawl, map, research, scrape 16 platforms, browser automation, proxy — one API key.
CGraph
Code graph for coding agents: symbol search, callers, blast radius and cross-service impact.
com.mambabuilt/mcp-domain-to-linkedin-url-resolver
Resolves a company domain or name to its LinkedIn URL from search results, with confidence.
Dataville
SEC filings, Wikipedia, arXiv, US Census and more for AI agents, with every answer source-linked.
io.github.Archivarix-com/tube-search-mcp
Search archived YouTube videos including deleted, private, or region-blocked content.
io.github.CordilleraSarl/clearotron
Clearotron — trademark clearance that shows its work
io.github.RobThePCGuy/rag-vault
Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup
KEPTA — the memory for AI systems
Local encrypted memory for AI: hybrid search, 8 MCP tools, one file you own. Free, no cloud.
ai.voxell/forge
MCP server for Forge, Voxell's embedding API. Voxell's Ingot-8B-R3 ranks #1 for English on MTEB.
com.murphys-laws/murphys-laws
Access 1,500+ Murphy's Laws: search, browse by category, random, daily, submit.
Generect
B2B lead and company data for AI agents: free search, pay only for emails, phones, profiles.
One email a week. Generated from the same health data as this site.