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.

  • Engram — last commit 2026-08-07, v1.1.0
    Persistent memory for AI agents — verbatim conversations, searchable by meaning.
  • Islam West Africa Collection (IWAC) — last commit 2026-08-07, v1.5.1
    Read-only access to the Islam West Africa Collection via Hugging Face datasets.
  • io.github.dynatrace-oss/dynatrace-managed-mcp — last commit 2026-08-07, v1.0.1
    MCP server for Dynatrace Managed to access logs, events, and metrics.
  • io.github.fel123/quantoracle — last commit 2026-08-07, v2.4.2
    73 deterministic quant tools for AI agents. LLMs drift on Black-Scholes; these are exact math.
  • io.github.fullread/deepadb — last commit 2026-08-07, v1.1.3
    Full-featured ADB MCP server — 204 tools across 45 modules, from UI to baseband.
  • io.github.GLips/Figma-Context-MCP — last commit 2026-08-07, v0.13.2
    Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
  • io.github.flovoice53-tech/sms-florin-mcp — last commit 2026-08-07, v0.1.1
    Rent a real UK phone number and receive SMS/OTP codes — built for AI coding agents.
  • Aspicio — last commit 2026-08-07, v0.12.0
    DXF and PDF/X-4 for AI agents: structured facts, PNG renders, an interactive in-chat viewer.
  • io.github.gitmem-dev/gitmem — last commit 2026-08-07, v1.2.1
    Persistent institutional memory for AI coding agents. Memory that compounds.
  • Forge MCP — last commit 2026-08-07, v0.2.0
    MCP server + tools for the Forge E-- generative-music authoring loop (compile / run / commit).
  • LDAP Assistant MCP — last commit 2026-08-07, v0.5.0
    MCP server for 389 Directory Server health diagnostics, log analysis, and SOS-report investigation
  • io.github.duriantaco/skylos — last commit 2026-08-07, v3.5.10
    Dead code, security, secrets detection and code quality for Python, TypeScript, Go.
  • io.github.delega-dev/delega — last commit 2026-08-07, v1.18.2
    Delega MCP client. Public hosted access retired July 28, 2026; existing owner credentials only.
  • io.github.georgeracu/google-jules-mcp-server — last commit 2026-08-07, v0.2.2
    Model Context Protocol server for Google's Jules AI coding agent
  • Elnora MCP Server — last commit 2026-08-07, v0.1.1
    AI-powered bioprotocol optimization — generate, search, and manage lab protocols via MCP
  • io.github.gowtham0992/link — last commit 2026-08-07, v2.2.1
    Local personal memory for agents as MCP tools — remember, recall, search, context, graph traversal.
  • io.github.GetMystAdmin/urdb-mcp — last commit 2026-08-07, v1.0.2
    Search URDB for product integrity scores, enshittification events, and change tracking.
  • ellmos FileCommander — last commit 2026-08-07, v1.9.3
    Filesystem MCP server: files, processes, sessions, async search, OCR, archives, safe delete.
  • ellmos CodeCommander — last commit 2026-08-06, v1.3.16
    Developer MCP server: code analysis, JSON repair, imports, diffs, regex, format conversion.
  • n8n Manager MCP — last commit 2026-08-06, v0.1.13
    MCP server for n8n workflow management -- view, create, sync and manage workflows via AI.
  • Ellmos Clatcher MCP — last commit 2026-08-06, v1.0.10
    Utility MCP server: JSON repair, encoding fixes, conversion, duplicates, batch rename, archives.
  • Dynamoi — last commit 2026-08-06, v0.4.0
    Promote music on Spotify and grow YouTube channels through AI-powered Meta and Google ad campaigns.
  • Computer-Use Agents API — last commit 2026-08-06, v1.0.0
    Run and manage H Company's Computer-Use Agents from any MCP client.
  • DealMachine — last commit 2026-08-06, v0.3.0
    Search and enrich US property, owner, people, and company data for sales and lead generation.
  • io.github.GCTRL-TECH/gctrl — last commit 2026-08-06, v1.0.1
    Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.
  • io.github.elninyo-ops/baseline-mcp — last commit 2026-08-06, v0.1.1
    Statistically rigorous weather and climate context: forecast plus 35-year historical ranking.
  • io.github.gambadio/onepassword-agent-mcp — last commit 2026-08-06, v0.3.0
    Local MCP access to approved 1Password fields without exposing plaintext secrets to AI agents.
  • Guesty MCP Server — last commit 2026-08-06, v0.9.5
    Guesty property-management MCP. 23 free read-only tools live; 43 total (Pro+Enterprise) at v1.0.
  • FYI MCP — last commit 2026-08-06, v0.1.2
    FYI request management with tools for requests, authorities, correspondence, sync, and health.
  • io.github.dingdawg/dingdawg-loop — last commit 2026-08-06, v2.0.8
    Safe scheduled AI agents with governance gates. Verified, receipted, fail-closed.
  • io.github.DingDawg-dev/dingdawg-healthcare-agent — last commit 2026-08-06, v2.0.4
    HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit prep. Free local tier.
  • io.github.dingdawg/dingdawg-healthcare-agent — last commit 2026-08-06, v2.0.7
    HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit prep. Free local tier.
  • io.github.dingdawg/agent-wallet — last commit 2026-08-06, v1.0.6
    Governed USDC wallet for AI agents — policy gates, spending caps, and Ed25519-signed receipts.
  • io.github.dingdawg/agent-spend-policy-mcp — last commit 2026-08-06, v0.1.1
    Local agent spend-policy checks. No funds, keys, payment authority, or network access.
  • io.github.GavMason/ani-mcp — last commit 2026-08-06, v0.1.1
    A smart MCP server for AniList that gets your anime/manga taste - not just API calls.
  • Ani MCP — last commit 2026-08-06, v0.15.7
    A smart MCP server for AniList that gets your anime/manga taste - not just API calls.
  • io.github.dachhack/stathead-mcp — last commit 2026-08-06, v1.0.33
    Fantasy football analytics: stats, dynasty, projections, prospects, Sleeper leagues, Excel I/O
  • ClariLayer — last commit 2026-08-06, v0.31.0
    Individual-analyst context layer: recall, remember, and reconcile your data and engineering context.
  • Coder — last commit 2026-08-06, v2.33.9
    Manage Coder workspaces, templates, and cloud development environments
  • rag-rat — last commit 2026-08-06, v0.22.0
    Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.
  • Oh My Cassette — last commit 2026-08-06, v0.4.13
    Chat-driven AI video montage: beat-synced cuts, auto-matched music, subtitles, transitions.
  • io.github.cammac-creator/ibanforge — last commit 2026-08-06, v1.4.3
    Pre-payout IBAN screening for AI agents: validation, sanctions, Swiss clearing, risk scoring
  • Opik MCP Server — last commit 2026-08-06, v2.0.2
    Interact with Opik prompts, traces, datasets and metrics through the Model Context Protocol.
  • io.github.chernistry/bernstein — last commit 2026-08-06, v1.5.0
    Declarative agent orchestration for engineering teams
  • commit-check MCP — last commit 2026-08-06, v0.1.9
    Validate commit messages, branch names, author info, push safety, and repo state.
  • io.github.cyanheads/imf-mcp-server — last commit 2026-08-06, v0.2.6
    Query IMF SDMX 3.0 macroeconomic dataflows — WEO, BOP, CPI, exchange rates, 190 countries.
  • io.github.cyanheads/gbif-biodiversity-mcp-server — last commit 2026-08-06, v0.5.4
    Search GBIF species taxonomy, occurrence records, datasets, and publishers.
  • io.github.cyanheads/gbif-mcp-server — last commit 2026-08-06, v0.1.7
    Search GBIF species taxonomy, occurrence records, datasets, and publishers.
  • Hevy MCP Server — last commit 2026-08-06, v3.2.1
    MCP server for managing workouts, routines, and exercise data through the Hevy API
  • io.github.civdotiq/civiq — last commit 2026-08-06, v1.0.0
    U.S. civic data for AI agents: reps, votes, bills, finance, lobbying, cited gov sources. 47 tools.
  • CogniRepo — last commit 2026-08-06, v1.1.1
    FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.
  • io.github.aks129/healthclaw-guardrails — last commit 2026-08-06, v1.6.0
    Guardrailed FHIR access for AI agents: PHI redaction, audit trail, step-up auth, tenant isolation
  • agent-device — last commit 2026-08-06, v0.16.9
    Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps
  • io.github.alphaonedev/ai-memory — last commit 2026-08-06, v0.5.1
    Persistent memory for any AI — zero token cost until recall
  • Atlas — last commit 2026-08-06, v0.0.2
    Atlas is a YAML-defined semantic layer for analytics — authored by humans, consumed by AI agents.
  • BoondManager MCP Server — last commit 2026-08-06, v2.10.0
    MCP Server for BoondManager API - 180 tools, 11 prompts, 22 resources (ERP/CRM)
  • Sounio Compiler — last commit 2026-08-06, v0.1.0
    Check, compile, run, and test Sounio programs locally.
  • Aura UI — last commit 2026-08-06, v1.0.0
    Discover and install Aura UI Blade components for Laravel, Livewire and Tailwind CSS 4.
  • Ophis MCP — last commit 2026-08-06, v0.1.0
    Gasless, MEV-protected onchain token swaps for AI agents on 11 EVM chains, built on CoW Protocol.
  • CrowdStrike Falcon MCP Server — last commit 2026-08-06, v0.16.0
    Connects AI agents with CrowdStrike Falcon for security analysis and automation.

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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.