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.

  • PlayByKey Music Theory — last commit 2026-08-02, v1.6.0
    Chords, scales, progressions, transposition, and MIDI tools for music theory AI agents.
  • yt-mem-ai — last commit 2026-08-02, v0.6.3
    Local YouTube memory: transcribe, embed and search videos, with summaries and highlights.
  • io.github.aoreshkov/oracle-forms-mcp — last commit 2026-08-02, v0.3.0
    Serves Oracle Forms module content (.fmb/.mmb/.pll/.olb) from a directory to MCP clients.
  • AgentGate — last commit 2026-08-02, v0.0.3
    Human-in-the-loop approval gateway for AI agents over MCP: request, decide, approve.
  • Knowtis — last commit 2026-08-02, v0.1.0
    Create, search and manage Knowtis collaborative notes from AI assistants.
  • Imagcon — last commit 2026-08-02, v0.2.5
    Generate PWA icon sets and iOS splash screens from a text prompt or an existing image.
  • Unified AI System — last commit 2026-08-02, v0.4.0
    Terminal-first AI gateway with nine governed MCP tools for Codex, Cursor, Cline; no-key local path.
  • io.github.ChesterHsu/flyto-indexer — last commit 2026-08-02, v1.0.2
    Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.
  • Oura Ring — last commit 2026-08-02, v0.4.1
    Sleep, readiness, HRV, resting heart rate, activity and stress from your Oura Ring
  • Statistics Canada MCP Server — last commit 2026-08-02, v0.7.15
    Access Statistics Canada data via the Web Data Services API
  • 1inch MCP — last commit 2026-08-02, v1.0.0
    Doc search, intent & cross-chain swaps, limit orders, portfolio, spot prices, gas & all APIs.
  • Project Context Connector — last commit 2026-08-02, v1.0.0
    Give Claude complete understanding of your software project.
  • Throughline — last commit 2026-08-02, v1.0.1
    Give Claude complete understanding of your software project.
  • io.github.0rkz/byte-protocol — last commit 2026-08-02, v0.11.10
    PayPerByte — per-byte data for AI agents: x402 USDC on Base, EIP-712-attested. No token.
  • io.github.cyanheads/mcp-ts-core — last commit 2026-08-02, v0.11.1
    Agent-native TypeScript framework for building MCP servers with declarative definitions.
  • io.github.cyanheads/mcp-ts-template — last commit 2026-08-02, v3.0.9
    TypeScript template for building MCP servers with declarative tooling, observability, and auth.
  • devcontainer-mcp — last commit 2026-08-02, v0.39
    Manage dev container environments via MCP (Docker, DevPod, Codespaces).
  • io.github.AINative-Studio/ainative-opencode-memory-mcp — last commit 2026-08-02, v0.1.2
    Persistent cross-session memory for OpenCode and MCP coding agents, powered by ZeroDB.
  • io.github.AceDataCloud/mcp-wan — last commit 2026-08-02, v2026.7.30.0
    MCP server for Wan AI video generation
  • io.github.africa-api/africa-api-mcp — last commit 2026-08-02, v0.1.1
    MCP server for Africa API — access data on all 54 African countries through Claude
  • AgentLens — last commit 2026-08-02, v0.13.7
    Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agents.
  • io.github.AceDataCloud/mcp-shorturl — last commit 2026-08-02, v2026.7.30.0
    MCP server for URL shortening and management
  • io.github.floomhq/floom — last commit 2026-08-02, v0.1.6
    Deploy Python functions as web apps with auto-generated UI, REST API, and shareable links.
  • Santismm Knowledge — Harness Engineering, Agentic AI & Governance — last commit 2026-08-02, v0.2.1
    Search harness engineering, agentic AI patterns, architectures, governance and agent taxonomy.
  • io.github.cyanheads/nominatim-mcp-server — last commit 2026-08-02, v0.1.8
    Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap data.
  • io.github.cyanheads/openstreetmap-mcp-server — last commit 2026-08-02, v0.3.6
    Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap data.
  • io.github.cicicalex/engine — last commit 2026-08-02, v4.2.1
    AIN bias & stability engine: finance, gaming, AI, crypto. 68 tools across 11 categories.
  • io.github.donggyun112/keymem — last commit 2026-08-02, v0.17.0
    Associative key-graph memory for LLM agents — recall by association, not vector similarity.
  • com.mambabuilt/mcp-company-identity-resolver — last commit 2026-08-02, v1.0.0
    Resolve company name, domain, or LinkedIn into one canonical identity with confidence scores.
  • io.github.AceDataCloud/mcp-serp — last commit 2026-08-02, v2026.7.30.0
    MCP server for Google search results via SERP API
  • io.github.AceDataCloud/mcp-sora — last commit 2026-08-02, v2026.7.31.0
    MCP server for OpenAI Sora AI video generation
  • Stata MCP Server — last commit 2026-08-02, v1.0.9
    通过 pystata 驱动真实 Stata 的 MCP 服务器:数据加载/清洗/建模/诊断/图形导出,75 个工具覆盖完整计量工作流。
  • com.mambabuilt/mcp-company-change-event-feed — last commit 2026-08-02, v1.0.0
    Detect company changes across hiring, tech stack, funding, and firmographics. Returns only deltas.
  • io.github.cyanheads/seerr-mcp-server — last commit 2026-08-02, v0.1.2
    Search Jellyseerr/Overseerr, check availability, and create guarded media requests.
  • Kiprio MCP Server — last commit 2026-08-02, v0.6.0
    23 API tools for Claude Code — email, DNS, SSL, NLP, scraping. Free tier included.
  • io.github.eltociear/skill-audit-mcp — last commit 2026-08-02, v1.1.0
    Scan agent skills and MCP servers for malicious patterns before you load them
  • pepita — last commit 2026-08-02, v0.12.1
    Read, edit, publish, and preview your pepita websites from Claude.
  • com.sendpageapp/sendpage — last commit 2026-08-02, v1.0.0
    Publish an HTML document as a link anyone can open in one tap, plus PDF, image and Word export.
  • Stock Image MCP — last commit 2026-08-02, v0.1.6
    Search and download stock images from Unsplash, Pexels, Pixabay, Freepik, StockVault, and Burst
  • text2sql — last commit 2026-08-02, v0.1.2
    Ask any SQL database in natural language. Agent explores schema, writes SQL, self-corrects.
  • Binky — last commit 2026-08-02, v0.1.2
    Isolated dev environments, one per git worktree: ports, env, and DB slices as agent tools.
  • SciWeave — last commit 2026-08-02, v1.0.0
    AI research grounded in 300M scientific works — every citation a verifiable DOI.
  • ai.mindola/lens — last commit 2026-08-02, v1.0.2
    Create your digital twin: a public page that answers from your own material, with citations.
  • io.github.es617/obsidian-sync-mcp — last commit 2026-08-02, v0.5.2
    Give AI agents access to your Obsidian vault via local files or Self-hosted LiveSync.
  • io.github.BoraGkc/ghost-publisher — last commit 2026-08-02, v0.7.0
    Local-first MCP server for safe Ghost posts, Pages, scheduling, images, and publishing.
  • com.offensive360/o360-mcp — last commit 2026-08-02, v1.0.2
    Run Offensive360 SAST scans (60+ languages) on local code; findings with file/line and fixes
  • ASD-STE100 Simplified Technical English — last commit 2026-08-02, v3.0.0
    An MCP server for the ASD-STE100 (Simplified Technical English) Issue 9 standard.
  • io.github.eltociear/tokenguard-mcp — last commit 2026-08-02, v1.2.0
    Real-world data for agents: air quality, geocoding, quakes, holidays, web search
  • io.github.eltociear/secrets-audit-mcp — last commit 2026-08-02, v1.0.1
    Detects leaked secrets & API keys: 32+ provider rules (AWS, GitHub, Stripe, OpenAI…), zero deps.
  • io.github.eltociear/contract-guard-mcp — last commit 2026-08-02, v1.1.0
    EVM contract/token risk check + ERC20 approval (proxy, EIP-7702, unlimited-allowance). Zero deps.
  • io.github.cinderwright-ai/cinderwright-api — last commit 2026-08-02, v1.1.1
    Cross-protocol agent payments hub. x402, MPP, L402/Lightning. 1551 services indexed.
  • smplkit MCP Server — last commit 2026-08-02, v0.10.6
    Operate smplkit from your agent: feature flags, config, logging, audit, and scheduled jobs.
  • 3DPACK.ING — Container & Truck Load Planning — last commit 2026-08-02, v0.1.1
    Plain-English shipment input for freight & logistics: containers your cargo fits, 3D load plan.
  • io.github.felixgeelhaar/coverctl — last commit 2026-08-02, v1.16.0
    Go code coverage analysis tool with MCP server for AI-powered coverage workflows
  • Lore — last commit 2026-08-02, v1.4.2
    Cross-agent memory over MCP: hybrid recall, knowledge graph, private/shared visibility, redaction.
  • StoreInspect — last commit 2026-08-02, v1.0.1
    Search Shopify stores, enrich domains, and reveal approved contact channels.
  • io.github.GeiserX/genieacs-mcp — last commit 2026-08-02, v0.0.12
    MCP server bridging GenieACS TR-069 ACS instances to LLMs for CPE device management
  • io.github.AceDataCloud/mcp-fish — last commit 2026-08-02, v2026.8.1.0
    MCP server exposing the AceDataCloud Fish Audio API (text-to-speech with voice conditioning)
  • io.github.Anil-matcha/muapi — last commit 2026-08-02, v1.0.1
    Generate images, videos, and audio using 100+ AI models via muapi.ai.
  • Dear User — last commit 2026-08-02, v1.0.20
    Tells you how you and your Claude agent actually work together. Local-only, no API keys.

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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.