By package registry
MCP servers published as OCI (Docker) images
878 servers in the MCP Registry are distributed as a container image in an OCI registry such as Docker Hub or GitHub Container Registry. They run on the user's own computer and need Docker or another OCI container runtime; started with docker run.
- Servers
- 878
- Run over stdio
- 761
- Declare environment variables
- 492
- Also remote
- 54
- Version stated
- 0%
Container images are started with docker run -i --rm <image>: -i keeps standard input open, which stdio needs, and --rm removes the container when it exits. Environment variables are passed with -e. Nothing is installed on the host beyond the image.
| Server | Runs |
|---|---|
| A202Verifiable agreements for agent-led commerce: mandates, obligations, evidence, transaction records. | Local · stdio |
| A2A402 Agent Work RouterMCP server for routing useful work between autonomous agents through the A2A402 marketplace. | Local · stdio |
| Abnormal MCP ServerAbnormal Security MCP: threats, search, remediation, ATO cases, vendor/BEC, and evidence download. | Local · stdio |
| Abnormal SecurityMCP server for Abnormal Security — AI-powered email threat detection, cases, and remediation. | Local · stdio |
| Abnormal SecurityMCP server for Abnormal Security — AI-powered email threat detection, cases, and remediation. | Local · stdio |
| Action1Action1 MCP server — endpoint inventory, patch visibility, and policy automation via REST API. | Local · stdio |
| Action1Action1 MCP server — endpoint inventory, patch visibility, and policy automation via REST API. | Local · stdio |
| ActionsPulseReal-time GitHub Actions observability: DORA Metrics, Cost Analysis, CI/CD Health dashboards. | Local · stdio |
| ActiveCampaignActiveCampaign API: ~325 endpoints (v3, SMS, WhatsApp, Segments) as safety-categorized MCP tools. | Local · stdio |
| Actual BudgetSpending analysis and safe writes for Actual Budget: every delete previews and asks first. | Local · stdio |
| Ad Creative IntelligenceCreative fatigue, winning-angle, competitor ad, and hook benchmark intelligence. | Local · stdio |
| adb-mcp: Android emulator and device control over adbDrive an Android emulator or device over adb: screenshot, inspect UI, tap, type, build and test. | Local · stdio |
| AETRE & The Governed AgentDecision-theoretic triage and fail-closed agent gating: 32 tools over stdio. | Local · stdio |
| Africa Data BankTrusted African data, provenance, citations, and catalog search for AI agents. | Local · stdio |
| Agent Mail GatewaySelf-hosted email for AI agents: own IMAP/SMTP mailbox per key, allow lists, calendar invites. | Local · HTTP |
| Agent Spreadsheet MCPAgent-safe Excel workbook analysis, editing, recalc, and verification tools. | Local · stdio |
| Agent Workspace MCPA sandboxed, agentic workspace providing secure filesystem, bash, and uv-powered Python execution. | Local · stdio |
| AgentBrain HandoffsExact, durable handoffs between AI coding agents: one turn in the right session, never twice. | Local · stdio |
| AgentGuard — security checks for AI agentsSecret, CVE and dependency-vulnerability scanning for AI agents (free, OSV.dev). | Local · stdio |
| AgentqlQuery webpages and extract structured data using natural language. | Local · stdio |
| Aguara MCPScan skills, MCP configs, and agent content for injection and supply-chain risks. Offline, no LLM. | Local · stdio |
| Aha.ioSearch, read and update Aha.io ideas, features, epics, releases, goals and comments. | Local · stdio |
| AhrefsAnalyze domain authority, backlinks, traffic, and keyword rankings for SEO intelligence. | Local · stdio |
| Ai MemoryPersistent memory for any AI — zero token cost until recall. | Local · stdio |
| AI Visibility CheckerAI visibility checker: GPTBot vs OAI-SearchBot, robots.txt audit, raw-HTML schema. 165 crawlers. | Local · stdio |
| AilimuSelf-hosted MCP server for FileMaker. Turns chosen tables and scripts into tools for AI agents. | Local · HTTP |
| AimcpgateMCP gateway/proxy: multiplexes tool calls across upstream MCP servers into one catalog. | Local · stdio |
| AIOps Field NotesAudit an MCP config, price a model, size a GPU, explain network config drift. Key-free. | Local · stdio |
| AIquila — Nextcloud MCP ServerNextcloud MCP server — files, calendar, contacts, mail, maps, notes, tasks & 120+ more tools. | Remote & Local · HTTP, stdio |
| AirlockLocal daemon giving AI agents named locks, shared state, events, and a task queue over MCP. | Local · HTTP |
| AirtableCreate, read, update, and delete records in Airtable bases and tables. | Local · stdio |
| AirtableRead and write access to Airtable database schemas, tables, and records. | Local · stdio |
| Aiseg2 MCPUnofficial read-only MCP server for the Panasonic AiSEG2 HEMS controller. | Local · stdio |
| AISIX AI GatewaySelf-hosted AI gateway that governs MCP servers, LLM traffic, and A2A agents behind one endpoint. | Local · HTTP |
| Alchemy NftRetrieve NFT metadata, ownership, and contract details across blockchains. | Local · stdio |
| Alembica MCPMCP server for Alembica validation, extraction, cost estimation, and schema queries. | Local · stdio |
| Algolia SearchSearch multiple indices, index data, and get personalized recommendations. | Local · stdio |
| Alloy NavigatorMCP server for Alloy Navigator's REST API - IT asset management and ITSM data for MSPs. | Local · stdio |
| Alpha VantageTrack stock prices, search symbols, and compute 50+ technical indicators. | Local · stdio |
| Alternative PaymentsMCP server for Alternative Payments — customers, invoices, payment requests, payouts, webhooks. | Local · stdio |
| Alternative PaymentsMCP server for Alternative Payments — customers, invoices, payment requests, payouts, webhooks. | Local · stdio |
| Amazon Seller OperationsAmazon account health, listing, FBA inventory, fee, PPC, review, and appeal intelligence. | Local · stdio |
| AnchorDBPersistent code memory for AI agents: notes pinned to files and symbols that survive refactors. | Local · stdio |
| Annolux SearchSearch a curated English and Chinese web index through one read-only MCP tool. | Local · stdio |
| anodizerRust release tooling — drop-in GoReleaser parity + Rust extras. | Local · stdio |
| Anteater MCPUCI course search and registration planning: live sections, grades, prerequisites, conflicts. | Local · HTTP |
| AnyAPIHundreds of scraping & data APIs through one key. USD pay-per-request, normalized schemas, failover. | Remote & Local · HTTP, stdio |
| Apache Pinot MCP ServerQuery and manage Apache Pinot through MCP with typed tools and preview-first safety. | Local · stdio |
| Aperion ShieldLocal guardrail proxy that blocks destructive MCP tool calls, rug pulls, and tool poisoning. | Local · stdio |
| ApifyBuild, deploy, and run web scraping and automation actors in the cloud. | Local · stdio |
| APIThresholdQuality scoring and progressive gates for AI-generated API tests. Stripe/Twilio profiles. Free tier. | Local · stdio |
| ApolloSearch and enrich contact and company data from 210M+ people and 35M+ companies. | Local · stdio |
| Apple Ads MCPLocal Apple Ads research, optimization, and receipt-gated App Store campaign management. | Local · stdio |
| Apuração Eleições 2026 (TSE)Resultados oficiais parciais das eleições brasileiras 2026 (TSE) por UF, cargo e município. | Local · stdio |
| ArcadeDB MCP ServerBuilt-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series) | Local · stdio |
| ariadneReturns only the unit tests affected by your current Kotlin/Android code changes. | Local · stdio |
| Arifos MCPConstitutional AI governance server with 5-organ Trinity and enforced floors F1-F13. | Local · stdio, SSE |
| Arm MCP ServerOfficial Arm MCP server for code migration, optimization, and Arm architecture guidance. | Local · stdio |
| ARNOThe IDE for agents: read by symbol, edit against a revision, validate with your own build, revert. | Local · stdio |
| arr-mcpOne server, 38 tools, the whole media stack: the *arrs, Jellyfin, Plex, Seerr and download clients. | Local · HTTP |
| Artha CouncilAuditable equity research and fail-closed broker execution for US and Indian cash equities. | Local · stdio |
| ArtifactsSelf-hosted artifact publishing: POST HTML/JSX/Markdown/zip, get an unguessable URL on your domain. | Local · HTTP |
| Artillery MCPMCP server for Artillery 2.x — full flags, Fargate, raw-text parser, project launcher (MIT) | Local · stdio |
| AsanaManage tasks, projects, portfolios, and team workflows. | Local · stdio |
| AsDecidedRead-only access to deterministic engineering decisions stored in a local repository. | Local · stdio |
| Atlassian ConfluenceCreate, manage, and search Confluence pages, attachments, and content with full automation support. | Local · stdio |
| Atlassian JiraCreate, search, and manage issues, projects, and team workflows. | Local · stdio |
| AtonoGive your AI coding tools your team's product context: stories, bugs, epics, and glossary. | Local · stdio |
| atx-mcpDeterministic, non-generative image transform MCP server: reproducible recipes, immutable originals. | Local · stdio |
| Audio Sonic MCPLocal-first audio analysis: BPM, musical key, production profile, and CLAP vibe embeddings. | Local · stdio |
| AudiobookshelfBrowse your Audiobookshelf libraries and keep listening progress, bookmarks and playlists in sync. | Local · stdio |
| Audiobookshelf MCPInspect and safely operate Audiobookshelf libraries over MCP. | Local · stdio |
| AudiollaSelf-hosted MCP server: audio stems, mastering, MIR analysis, DSP, MIDI, speech tools. | Local · HTTP |
| AutotaskMCP server for Kaseya Autotask PSA — companies, tickets, projects, time entries, and more. | Local · stdio |
| AutotaskMCP server for Kaseya Autotask PSA — companies, tickets, projects, time entries, and more. | Local · stdio |
| AuvikMCP server for the Auvik network monitoring API — devices, alerts, statistics, billing. | Local · stdio |
| AuvikMCP server for the Auvik network monitoring API — devices, alerts, statistics, billing. | Local · stdio |
| AvananMCP server for Check Point Harmony Email & Collaboration (Avanan) email security. | Local · stdio |
| AvananMCP server for Check Point Harmony Email & Collaboration (Avanan) email security. | Local · stdio |
| Avanan MSP (Legacy SmartAPI)MCP server for the legacy Avanan SmartAPI: MSP tenant management plus per-tenant security tools. | Local · stdio |
| Avanan MSP (Legacy SmartAPI)MCP server for the Avanan MSP SmartAPI — manage child MSPs, users, tenants, licenses, and usage. | Local · stdio |
| Axcient x360RecoverMCP server for Axcient x360Recover — BCDR clients, devices, jobs, vaults, and appliances. | Local · stdio |
| Axcient x360RecoverMCP server for Axcient x360Recover — BCDR clients, devices, jobs, vaults, and appliances. | Local · stdio |
| BagelPlain-English analysis of robotics, drone, and IoT data, with edge data reduction. | Local · SSE |
| Bamboo MCP ServerRead-only MCP server for self-hosted Atlassian Bamboo CI/CD. | Local · stdio |
| BamboohrManage employee records, time off, benefits, and payroll data. | Local · stdio |
| Beever AtlasOpen-source LLM knowledge base: team chat into a typed knowledge graph and auto-generated wiki. | Local · stdio |
| Beget HostingBeget hosting: sites, domains, DNS, MySQL, FTP, cron, backups, mail — 73 tools. | Local · stdio |
| BernsteinThe open-source governance layer for AI agents. Byte-identical run receipts, 40+ adapters, air-gap. | Local · stdio |
| Better Email MCPIMAP/SMTP MCP server for Email with composite tools. Multi-account, auto-discovery. | Local · stdio |
| Better Godot MCPComposite MCP server for Godot Engine -- 17 composite tools for AI-assisted game development. | Local · stdio |
| Better Telegram MCPTelegram for AI agents: messages, chats, media, and contacts in bot and user-account modes. | Local · stdio |
| Better Workspace MCPGoogle Workspace MCP — Docs, Drive, Calendar, Gmail, Sheets, Slides, Tasks, Chat, People, Forms. | Local · stdio |
| BioMCP50+ biomedical data sources in one MCP server — PubMed, ClinVar, gnomAD, KEGG, and more. | Local · stdio |
| BitbucketManage repositories, branches, webhooks, and pull requests in Bitbucket workspaces. | Local · stdio |
| Bitbucket MCPBitbucket Cloud MCP in Go: complete API auto-generated from spec, customizable prompts. | Local · stdio |
| BlumiraMCP server for Blumira SIEM — query findings, evidence, and detection data via the Blumira API. | Local · stdio |
| BlumiraMCP server for Blumira SIEM — query findings, evidence, and detection data via the Blumira API. | Local · stdio |
| Books & Papers MCP ServerFederated search of books and papers, BibTeX/RIS citations, open-access retrieval and reading. | Remote & Local · HTTP, stdio |
| BoxManage files, folders, and team collaboration with access controls. | Local · stdio |