ZBS Index What actually exists in applied AI, with the source next to it

MCP servers

Each entry shows what its maintainer published and when the project was last touched. Where a repository has been deleted or archived, that is stated on the entry instead of being quietly left out.

Worked on in the last 90 days (60)

Someone pushed a commit recently. This is the shortlist worth trying first.

  • ai.smithery/mjucius-cozi_mcp — last commit 2026-07-31, v1.14.0
    Manage your family's calendars and lists in Cozi. View, create, and update appointments; organize…
  • JobDataLake — last commit 2026-07-31, v1.0.14
    Search 1M+ enriched job listings. Filter by skills, salary, location, and more. Free.
  • io.github.cyanheads/astronomy-mcp-server — last commit 2026-07-31, v0.2.3
    Offline observational astronomy: positions, rise/set, moon phases, eclipses, and seasons.
  • Arc & Ledger Tax Reference — last commit 2026-07-31, v0.15.1
    Read-only US tax reference for notices, deadlines, filing screens, and clearly labeled estimates.
  • Arc & Ledger Tax Tools — last commit 2026-07-31, v1.0.0
    Enrolled Agent tax tools: IRS notices, FBAR, LLC vs S-Corp, quarterly estimates & more.
  • Arkon Vault — last commit 2026-07-31, v1.6.0
    Private projects, preflight, decisions, and handoffs that keep work continuous across AI tools.
  • JobsPipe — last commit 2026-07-31, v1.0.1
    Live job postings from 30+ ATS feeds and job boards, one schema. Live results need a Bearer key.
  • 한국일보 뉴스 (Hankookilbo) — last commit 2026-07-31, v1.0.1
    Hankookilbo (Korean daily) news metadata: titles, dates, sections, bylines, links, and excerpts.
  • io.github.barateza/mcp-plesk-dev-docs — last commit 2026-07-30, v0.6.0
    An MCP server that indexes and retrieves Plesk documentation.
  • app.sallim/korea-realty — last commit 2026-07-30, v0.10.1
    Korean real estate data: court auctions, 10M+ MOLIT transaction records, price prediction
  • Glif — last commit 2026-07-30, v1.0.1
    Generate images, video, and audio with Glif's media-generation agent
  • Nahuali — last commit 2026-07-30, v0.8.0-beta.10
    Trust-aware agent memory with evidence-backed recall, self-inspection, and audit history.
  • Adlicio — last commit 2026-07-30, v1.0.0
    Scrape customer comments and reviews from Reddit, YouTube, Amazon, TikTok, and 25+ platforms.
  • BuyWhere MCP — last commit 2026-07-30, v0.3.1
    Product search, price comparison, and affiliate-ready shopping across Singapore and US retailers.
  • io.github.aayoawoyemi/ori-memory — last commit 2026-07-30, v0.3.0
    Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.
  • Scope (AEC) - Preview — last commit 2026-07-30, v1.0.9
    AEC subcontractor vendor procurement plumbing layer. Preview - V3 launches 2027.
  • Scope (Claims) - Preview — last commit 2026-07-30, v1.0.9
    Insurance claims-side vendor procurement (IMEs, IA, surveillance). Preview - V2 launches Q3 2026.
  • bid.scope/healthcare — last commit 2026-07-30, v0.0.0
    Healthcare vendor-services MCP. Preview. Available after legal, claims, and AEC are live.
  • Scope (Legal) — last commit 2026-07-30, v1.0.9
    Dispatch litigation work to legal-services vendors from any MCP-compatible AI workflow.
  • bid.scope/pharma — last commit 2026-07-30, v0.0.0
    Pharma vendor-services MCP. Preview. Available after legal, claims, and AEC are live.
  • fr.intrane/peage-mcp — last commit 2026-07-30, v0.1.5
    Give your agent a prepaid fiat wallet: pay any API per call in cents, no crypto, spend caps.
  • io.github.cyanheads/nhtsa-vehicle-safety-mcp-server — last commit 2026-07-30, v0.9.4
    Decode VINs, search recalls, complaints, crash ratings, and investigations.
  • Snapshot Site — last commit 2026-07-30, v0.1.5
    Capture screenshots, detect visual regressions between page versions, and analyze with AI.
  • Jewelry by Sweet Pea Products — last commit 2026-07-30, v1.0.1
    Live search of 100,000+ fine jewelry products, prices and store policies. Read-only, no auth.
  • io.github.habibafaisal/wherewent — last commit 2026-07-30, v0.4.1
    Zero-config SQL flight recorder for slow Python/SQLAlchemy jobs: exact call site, count, and fix.
  • Gnosem — last commit 2026-07-30, v1.0.0
    Cross-vendor AI memory over MCP. One semantic store, readable and writeable from every MCP client.
  • com.memxus/memxus — last commit 2026-07-30, v1.3.2
    Persistent memory layer that saves and recalls your project context and preferences.
  • Memory Fabric — last commit 2026-07-30, v1.2.2
    File-first, local-first MCP memory for AI coding assistants: Markdown + YAML, no vector DB.
  • io.github.aarwitz/tapp — last commit 2026-07-30, v0.10.0
    Autonomous QA for iOS + web — agents get a deterministic ship/no-ship verdict, no test code
  • ci.git/mymlh-mcp-server — last commit 2026-07-30, v1.0.0
    OAuth-enabled MyMLH MCP server for accessing MyMLH data.
  • dev.pntr/pntr — last commit 2026-07-30, v0.3.3
    Free developer subdomains with DNS, catch-all email, and webhook capture, managed via MCP.
  • io.github.chaelynet/chainmemory — last commit 2026-07-30, v1.0.1
    Permanent blockchain memory for AI agents.
  • Beckett - MCP for Godot — last commit 2026-07-30, v1.12.1
    MCP server embedded in the Godot 4 editor; drive Godot with AI, zero sidecar.
  • GammaRips Options Intelligence — last commit 2026-07-30, v4.0.0
    Anti-firehose options-flow data for AI agents: curated daily pool, features, realized outcomes.
  • io.github.growthbook/growthbook-mcp — last commit 2026-07-30, v2.0.0
    Thin MCP server for GrowthBook — skill loader + authenticated API passthrough
  • Sleepwalker — last commit 2026-07-30, v0.1.1
    AI Visibility and Content Intelligence tools for Claude and MCP-compatible agents.
  • AfterLaunch: the agentic growth marketing engine — last commit 2026-07-30, v1.0.0
    Growth marketing, SEO and GEO as agent tools: ranked moves, ship them, AI answer visibility.
  • io.github.Apex-Foundation/copilot-mcp — last commit 2026-07-30, v0.11.5
    Web3 founder diligence: code audit, jurisdiction, fund matching, portfolio, scoring.
  • AI Process Manager (AIPM) — last commit 2026-07-30, v0.5.0
    Structured Windows state for AI agents: processes, windows, UI trees. No screenshots.
  • io.github.cyanheads/npi-providers-mcp-server — last commit 2026-07-30, v0.1.7
    Look up US healthcare providers in the NPPES NPI registry and resolve NUCC specialty codes.
  • io.github.cyanheads/federal-reserve-mcp-server — last commit 2026-07-30, v0.2.2
    Search and fetch ~800K Federal Reserve economic time-series from the FRED API via MCP.
  • io.github.cyanheads/fred-mcp-server — last commit 2026-07-30, v0.1.6
    Search and fetch ~800K Federal Reserve economic time-series from the FRED API via MCP.
  • io.github.cyanheads/epa-mcp-server — last commit 2026-07-30, v0.3.0
    EPA data: ECHO facility compliance, TRI releases, Superfund, drinking water, and AirNow air quality.
  • io.github.cyanheads/worldbank-mcp-server — last commit 2026-07-30, v0.1.14
    Query 29,500+ World Bank development indicators for 200+ countries across 60+ years.
  • io.github.cyanheads/workflows-mcp-server — last commit 2026-07-30, v0.2.0
    Store, query, and create YAML workflow playbooks for LLM agents.
  • io.github.cyanheads/wikipedia-mcp-server — last commit 2026-07-30, v0.1.16
    Search Wikipedia, read summaries and full text, target sections, find nearby pages, list languages.
  • io.github.cyanheads/wikidata-mcp-server — last commit 2026-07-30, v0.1.17
    Search and fetch Wikidata entities, execute SPARQL queries, and resolve external identifiers.
  • io.github.cyanheads/whois-mcp-server — last commit 2026-07-30, v0.1.3
    Domain registration, availability, DNS records, and IP/ASN resolution via RDAP and DNS-over-HTTPS.
  • io.github.cyanheads/who-gho-mcp-server — last commit 2026-07-30, v0.1.14
    WHO Global Health Observatory — 3,059 indicators across 194 member states.
  • io.github.cyanheads/usgs-water-mcp-server — last commit 2026-07-30, v0.2.2
    Query real-time and historical USGS water data from ~8,000 stream gages and groundwater wells.
  • io.github.cyanheads/usda-mcp-server — last commit 2026-07-30, v0.1.6
    Search foods, compare nutrients, and look up the full USDA FoodData Central database.
  • io.github.cyanheads/uniprot-mcp-server — last commit 2026-07-30, v0.2.1
    Protein research over UniProtKB — search by function, fetch curated records, map IDs, proteomes.
  • io.github.cyanheads/treasury-fiscaldata-mcp-server — last commit 2026-07-30, v0.1.5
    MCP server for US Treasury Fiscal Data — debt, interest rates, exchange rates, and spending.
  • io.github.cyanheads/transitland-mcp-server — last commit 2026-07-30, v0.1.0
    Global transit via Transitland v2 — operators, GTFS/GTFS-RT/GBFS feeds, routes, stops, departures.
  • io.github.cyanheads/tmdb-mcp-server — last commit 2026-07-30, v0.1.1
    Search, detail, and discovery for movies, TV, and people on The Movie Database (TMDB).
  • io.github.cyanheads/sports-mcp-server — last commit 2026-07-30, v0.1.3
    Get live scores, schedules, standings, team and player data for NFL, NBA, MLB, NHL, and soccer.
  • io.github.cyanheads/socrata-mcp-server — last commit 2026-07-30, v0.1.14
    Search and query government open-data portals (Socrata SODA API).
  • io.github.cyanheads/smithsonian-mcp-server — last commit 2026-07-30, v0.3.5
    Search 14.5M Smithsonian Open Access objects, get CC0 images, find cross-collection connections.
  • io.github.cyanheads/sanctions-screening-mcp-server — last commit 2026-07-30, v0.1.7
    Screen names against OFAC, EU, UK, UN sanctions lists; resolve entities via GLEIF. Screening aid.
  • io.github.cyanheads/pubmed-mcp-server — last commit 2026-07-30, v2.10.2
    Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms.

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How this page is ordered

Entries are grouped by whether anyone is still working on them, using the date of the most recent push to the repository. They are not ordered by stars, because a star is a bookmark somebody left once and never took back.

Where we have not checked an entry yet, it says so rather than being mixed in with the verified ones.