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.

  • BrowseAI Dev — last commit 2026-08-02, v0.4.0
    Evidence-backed web research for AI agents with citations and confidence scores.
  • noisefloor — is this number real? — last commit 2026-08-02, v0.2.0
    Is this number real, or is it noise? Peek-safe A/B tests, change detection, honest forecasts.
  • EVMole — last commit 2026-08-02, v0.9.3
    Local structured analysis of deployed EVM runtime bytecode
  • com.debitura/mcp-server — last commit 2026-08-02, v1.0.0
    Cross-border debt collection: submit and track cases handled by local partners in 183 countries.
  • io.github.AceDataCloud/mcp-flux-pro — last commit 2026-08-02, v2026.7.31.0
    MCP server for Flux AI image generation
  • io.github.AceDataCloud/mcp-luma — last commit 2026-08-02, v2026.7.30.0
    MCP server for Luma Dream Machine AI video generation
  • GadgetHumans API Hub — last commit 2026-08-02, v1.0.9
    Hosted MCP endpoint — 46 tools + 300+ REST endpoints. Free tier, no API keys, no signup.
  • Monobank — last commit 2026-08-02, v1.3.0
    MCP server for Monobank API — currency rates, client info, and account statements
  • SkyGlance — What's Flying Above You — last commit 2026-08-02, v0.2.1
    What's flying above you: live aircraft, identity, routes, and your own sighting history.
  • io.github.achildrenmile/oeradio-mcp — last commit 2026-08-02, v1.0.0
    Amateur radio MCP server with band plans, EIRP, cable loss, antenna gains, and more
  • Òtítọ́ — last commit 2026-08-02, v1.6.0
    Deterministic local repository context, impact analysis, and merge-readiness evidence for AI agents.
  • Pitwall — F1 Data for Claude — last commit 2026-08-02, v1.1.1
    F1 race engineer for Claude — 79 tools for live timing, telemetry, strategy, and 75 years of history
  • ellmos ServerCommander — last commit 2026-08-02, v0.1.0-alpha.14
    Server operations MCP: HTTP health checks, log analysis, deploy dry-runs, mail diagnostics.
  • io.github.arifulislamat/database-mcp-libsql — last commit 2026-08-02, v0.4.2
    MCP server for libSQL/Turso, local or remote. Read-only by default, row caps, timeouts.
  • io.github.arifulislamat/database-mcp-mariadb — last commit 2026-08-02, v0.4.2
    MCP server for MariaDB. Read-only by default, row caps, timeouts, secrets never logged.
  • io.github.arifulislamat/database-mcp-mysql — last commit 2026-08-02, v0.4.2
    MCP server for MySQL. Read-only by default, row caps, statement timeouts, secrets never logged.
  • io.github.arifulislamat/database-mcp-postgres — last commit 2026-08-02, v0.4.2
    MCP server for PostgreSQL. Read-only by default, row caps, timeouts, secrets never logged.
  • io.github.arifulislamat/database-mcp-sqlite — last commit 2026-08-02, v0.4.2
    MCP server for SQLite databases. Read-only by default, row caps, statement timeouts.
  • io.github.CSOAI-ORG/backup-ai-mcp — last commit 2026-08-02, v1.0.12
    Backup Ai MCP Server by MEOK AI Labs
  • Text to Speech — last commit 2026-08-02, v0.4.1
    Reads text aloud locally on Windows, macOS, and Linux. No API key, account, or cloud service.
  • io.github.abhinandansethi/lr-labs — last commit 2026-08-02, v0.1.0
    Deterministic cross-border tax engine: PE, GAAR and Indian TP computed from compiled law. No LLM.
  • Gonka Second Opinion (multi-model) — last commit 2026-08-02, v2.2.0
    A second opinion for AI agents: one prompt across several live Gonka models + roles, one call.
  • io.github.AceDataCloud/mcp-kling — last commit 2026-08-02, v2026.7.31.0
    MCP server for Kling AI video generation
  • io.github.AceDataCloud/mcp-veo — last commit 2026-08-02, v2026.7.30.0
    MCP server for Google Veo AI video generation
  • io.github.AshMet/vibemap-mcp — last commit 2026-08-02, v2.8.1
    Load & create VibeMap product specs from your coding agent; sync build progress.
  • io.github.derNif/payanagent — last commit 2026-08-02, v0.4.1
    Buy any of 24,000+ live x402 services with USDC on Base — the open marketplace for the agent economy
  • io.github.aimnis/search — last commit 2026-08-02, v0.1.0
    Collaborative, cache-first web search for agents — cited answers from a shared live-web pool.
  • io.github.burakaydinofficial/searxng-deepdive — last commit 2026-08-02, v0.4.1
    MCP server for SearXNG with engine targeting, multi-page fanout, and HTML→Markdown URL reading.
  • Cloudprice — last commit 2026-08-02, v0.2.2
    Compare on-demand compute + storage pricing across AWS, Azure, and GCP. Bulk workload compare.
  • x402 Bazaar Listing Monitor — last commit 2026-08-02, v0.1.0
    Checks x402 Bazaar resource listings against the public discovery catalog and flags drops.
  • io.github.DinanathDash/envault — last commit 2026-08-02, v1.12.0
    Secure secret management with a Human-In-The-Loop (HITL) interceptor for agent mutations.
  • io.github.AceDataCloud/mcp-face-transform — last commit 2026-08-02, v2026.7.30.0
    AceDataCloud Face Transform MCP: keypoints, beautify, age/gender, swap, cartoon, liveness
  • Shuttle — last commit 2026-08-02, v4.0.0
    Android framework and solution that prevents TransactionTooLargeException crashes by design.
  • FeatureBoard — last commit 2026-08-02, v0.7.0
    Local-first project board MCP: an AI agent plans, works, verifies, and ships tickets from markdown.
  • Bitbucket MCP — last commit 2026-08-02, v0.18.5
    Bitbucket Cloud MCP in Go: complete API auto-generated from spec, customizable prompts.
  • com.mambabuilt/mcp-company-social-presence-mapper — last commit 2026-08-02, v1.0.1
    Map a company domain to its social media URLs and follower counts via Apify.
  • io.github.Doucs91/hivelore — last commit 2026-08-02, v0.53.1
    Deterministic gate: blocks any commit whose diff reintroduces a documented team mistake.
  • io.github.cr7258/elasticsearch-mcp-server — last commit 2026-08-02, v2.0.15
    MCP server for interacting with Elasticsearch
  • ai.thrain/blackout — last commit 2026-08-02, v1.3.0
    Permanent local PDF redaction: text is removed and verified gone, not covered. No uploads.
  • io.github.AceDataCloud/mcp-grok — last commit 2026-08-02, v2026.7.31.1
    MCP server for Grok Imagine AI video generation
  • io.github.AceDataCloud/mcp-hailuo — last commit 2026-08-02, v2026.7.30.0
    MCP server for Hailuo (MiniMax) AI video generation
  • io.github.FerhatDundar/aws-mcp-connector — last commit 2026-08-02, v0.1.2
    MCP server for the AWS CLI. Read-only by default; single Go binary.
  • Gachi Data API — Japan Station & Accessibility Data — last commit 2026-08-02, v1.0.1
    Deep, obscure Japanese station, accessibility & hazard data for AI agents. English-first.
  • DERO MCP Server — last commit 2026-08-02, v0.5.2
    Read-only DERO blockchain MCP: 33 tools (12 composites) incl. TELA discovery + bundled docs.
  • Transistor MCP Server — last commit 2026-08-02, v0.4.0
    Manage Transistor.fm podcasts: episodes, analytics, transcripts, and webhooks.
  • OP3 MCP Server — last commit 2026-08-02, v0.2.0
    OP3 podcast analytics: downloads, geography, app share, episode breakdowns. Read-only.
  • io.github.csacanam/hashproof — last commit 2026-08-02, v0.1.2
    Issue verifiable credentials from AI agents for $0.10 via x402. On-chain on Celo, IPFS-pinned.
  • io.github.gregcastro23/planetary-agents — last commit 2026-08-02, v1.0.0
    Converse with planetary-agent personas, council feeds & culinary debates from alchm.kitchen
  • Catalog Attribute Normalizer — last commit 2026-08-02, v0.1.2
    Catalog attribute normalizer, taxonomy-grounded — no fabricated Google/Shopify category IDs.
  • Receipt Extraction — last commit 2026-08-02, v0.1.2
    AU GST/ABN receipt extraction — assigns entertainment/ITC tax codes per line, not just OCR.
  • Intercept — last commit 2026-08-02, v3.0.8
    Give your AI the ability to read the web. Fetches URLs as clean markdown with multi-tier fallback.
  • ai.mcpanalytics/analytics — last commit 2026-08-02, v1.0.7
    The statistical analyst in your AI chat — validated, citable, re-runnable analysis of your data.
  • com.apideck/mcp — last commit 2026-08-02, v0.1.13
    Apideck Unified API MCP — 330 tools across 200+ SaaS connectors (accounting, CRM, HRIS, ATS).
  • GNOME UI MCP — last commit 2026-08-02, v0.5.0
    GNOME Wayland desktop automation via AT-SPI discovery and Mutter input.
  • io.github.CSOAI-ORG/database-universal-mcp — last commit 2026-08-01, v1.0.14
    Database Universal MCP Server by MEOK AI Labs
  • io.github.CSOAI-ORG/meok-watermark-attest-mcp — last commit 2026-08-01, v1.3.12
    AI content watermarking and C2PA attestation MCP server by MEOK AI Labs
  • Ledgy — last commit 2026-08-01, v1.0.0
    Log, query, and edit expenses, budgets, and accounts in Ledgy from any MCP-compatible AI assistant.
  • Everything File Search — last commit 2026-08-01, v1.0.6
    Lightning-fast Windows file search for AI agents via voidtools Everything's real-time NTFS index
  • io.github.CSOAI-ORG/calendar-ai-mcp — last commit 2026-08-01, v1.0.12
    Calendar Ai MCP Server by MEOK AI Labs
  • agentverse — last commit 2026-08-01, v1.0.1781779784
    MCP server for agentverse documentation, generated by doc2mcp.

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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.