awesome-mcp-servers

Model Context Protocol

MCP servers,
checked before they are listed.

Every entry is open source, pushed to in the last 180 days, documented well enough to run, and verified by CI. There is no star requirement: new projects are welcome.

Servers
286
Categories
21
Clients
23
Updated

Apache Doris MCPapache/doris-mcp-serverOfficial Apache Doris analytics database queries and managementPython348 BigQuery MCPergut/mcp-bigquery-serverQuery Google BigQuery datasets and tablesTypeScript148 ClickHouse MCPClickHouse/mcp-clickhouseOfficial ClickHouse columnar analyticsPython880 Confluent MCPconfluentinc/mcp-confluentOfficial Confluent Cloud Kafka topics, connectors and FlinkTypeScript169 Couchbase MCPcouchbase/mcp-server-couchbaseOfficial Couchbase and Capella cluster, scope and query accessPython36 DBHubbytebase/dbhubUniversal database server for Postgres, MySQL, SQL Server, MariaDB, SQLiteTypeScript3.6k dbt MCPdbt-labs/dbt-mcpOfficial dbt Labs server for dbt projectsPython608 Elasticsearch MCPelastic/mcp-server-elasticsearchOfficial Elasticsearch query interfaceRust719 GCP MCP Toolboxgoogleapis/mcp-toolboxOfficial Google DB toolbox (Postgres, MySQL, Spanner)Go16.5k MCP Alchemyrunekaagaard/mcp-alchemySQLAlchemy-backed access to SQLite, Postgres, MySQL, Oracle and MS-SQLPython420 Memgraph MCPmemgraph/ai-toolkitOfficial Memgraph graph database Cypher queries and schemaPython112 Milvus MCPzilliztech/mcp-server-milvusOfficial Milvus vector database search and collection managementPython245 MongoDB MCPmongodb-js/mongodb-mcp-serverOfficial MongoDB and Atlas cluster managementTypeScript1.1k MotherDuck / DuckDB MCPmotherduckdb/mcp-server-motherduckLocal DuckDB and MotherDuck cloud accessPython524 MySQL MCPbenborla/mcp-server-mysqlMySQL database queries and managementTypeScript2.1k Neo4j MCPneo4j-contrib/mcp-neo4jNeo4j Labs Cypher, memory and Aura API graph database serversPython985 Neon MCPneondatabase/mcp-server-neonNeon serverless Postgres branching and managementTypeScript648 Pinecone MCPpinecone-io/pinecone-mcpOfficial Pinecone vector databaseTypeScript72 PostgreSQL MCP (Pro)crystaldba/postgres-mcpQuery, analyze and optimize PostgreSQL databasesPython3.3k Qdrant MCPqdrant/mcp-server-qdrantOfficial Qdrant vector database serverPython1.5k Redis MCPredis/mcp-redisOfficial Redis cache and data structuresPython627 Snowflake MCPSnowflake-Labs/mcpOfficial Snowflake Cortex AI + SQL orchestrationPython299 StarRocks MCPStarRocks/mcp-server-starrocksOfficial StarRocks OLAP database query and schema accessPython190 Supabase MCPsupabase/mcpSupabase database, auth, and storageTypeScript2.9k Upstash MCPupstash/mcp-serverUpstash Redis and Vector databasesTypeScript60 Agentlas OSagentlas-ai/Agentlas-OSPortable agent teams and cross-host orchestration over MCPPython1.6k Apollo MCP Serverapollographql/apollo-mcp-serverOfficial Apollo server exposing GraphQL operations as MCP toolsRust310 Argo CD MCPargoproj-labs/mcp-for-argocdArgo CD applications, syncs and GitOps state (argoproj-labs)TypeScript576 ast-grep MCPast-grep/ast-grep-mcpStructural code search and rewrite via ast-grep patternsPython469 Atlassian MCP (Jira + Confluence)sooperset/mcp-atlassianJira and Confluence integrationPython5.9k Azure DevOps MCPmicrosoft/azure-devops-mcpOfficial Azure DevOps repos, pipelines, work items and wikisTypeScript2k Bifrost MCPbiegehydra/BifrostMCPVS Code extension exposing find-usages, rename and LSP tools over MCPTypeScript223 Buildkite MCPbuildkite/buildkite-mcp-serverOfficial Buildkite pipelines, builds, jobs and test runsGo54 Chrome DevTools MCPChromeDevTools/chrome-devtools-mcpOfficial Chrome DevTools for coding agents - debug, trace and inspect pagesTypeScript52.7k CircleCI MCPCircleCI-Public/mcp-server-circleciOfficial CircleCI workflow integrationTypeScript94 Codebase Memory MCPDeusData/codebase-memory-mcpCode intelligence server that indexes repos into a queryable knowledge graphC45.3k Desktop Commander MCPwonderwhy-er/DesktopCommanderMCPTerminal control, file search and diff-based file editingTypeScript9.8k Docker MCPckreiling/mcp-server-dockerDocker container managementPython745 Docker MCP Gatewaydocker/mcp-gatewayOfficial Docker MCP gateway and catalog CLI pluginGo1.6k GitHub MCPgithub/github-mcp-serverOfficial GitHub -- repos, issues, PRs, ActionsGo33.3k GitLab MCPzereight/gitlab-mcpGitLab API integration (repos, MRs, issues)TypeScript2k GitMCPidosal/git-mcpRemote MCP server exposing docs and code for any GitHub projectTypeScript8.4k Jenkins MCP Serverjenkinsci/mcp-server-pluginOfficial Jenkins plugin exposing jobs and builds as MCP toolsJava112 Jupyter MCPdatalayer/jupyter-mcp-serverJupyter notebook cell executionPython1.3k KlavisKlavis-AI/klavisSelf-hostable MCP server platform with OAuth and hosted integrationsPython5.8k kubectl MCProhitg00/kubectl-mcp-serverNatural-language kubectl operations (CNCF listed)Python961 MartinLoop MCPKeesan12/martin-loopGoverned agent runtime with budget caps, verifier gates and inspectable runsTypeScript411 MCP Context ForgeIBM/mcp-context-forgeOfficial IBM MCP gateway federating MCP, A2A and REST toolsPython4.5k mcp-proxysparfenyuk/mcp-proxyBridge between Streamable HTTP and stdio MCP transportsPython2.8k mcp-remotegeelen/mcp-remoteBridge stdio-only MCP clients to remote HTTP or SSE serversTypeScript1.6k mcpoopen-webui/mcpoMCP-to-OpenAPI proxy that exposes MCP servers as REST endpointsPython4.4k MetaMCPmetatool-ai/metamcpMCP aggregator, orchestrator and gateway in one containerTypeScript2.7k n8n MCPczlonkowski/n8n-mcpNode docs and workflow building for n8n automationsTypeScript23k Nx MCPnrwl/nx-consoleOfficial Nx monorepo workspace graph and generator context serverTypeScript1.4k octocode-mcpbgauryy/octocode-mcpCode research across GitHub repos and packages for coding agentsTypeScript945 OrcaReplayContinuum-AI-Corp/OrcaReplayRead an agent's own recorded runs and replay them offline with no model callTypeScript269 Postman MCPpostmanlabs/postman-mcp-serverOfficial Postman API collections serverTypeScript316 Probebuger/probeSemantic code search over large codebases with ripgrep and tree-sitterRust720 Repomixyamadashy/repomixPacks a repository into an AI-friendly file, with built-in MCP serverTypeScript28.5k SandBase Harnesssandbaseai/sandbase-harnessSelf-hosted MCP runtime with sandboxing, permissions and audit replayTypeScript675 Sentry MCPgetsentry/sentry-mcpOfficial Sentry error and performance trackingTypeScript867 Serenaoraios/serenaSemantic code retrieval and editing toolkit for coding agentsPython29.9k Supergatewaysupercorp-ai/supergatewayGateway that runs stdio MCP servers over SSE and HTTPTypeScript2.9k XcodeBuildMCPcameroncooke/XcodeBuildMCPBuild, run and debug Xcode iOS and macOS projects from an agentTypeScript6.4k Codapult Guardcodapult/codapult-guardArchitecture guardrails for AI coding agentsTypeScript0 Appwrite MCPappwrite/mcpOfficial Appwrite databases, auth, storage, and functionsPython73 AWS MCP Serversawslabs/mcpOfficial AWS MCP servers (S3, Lambda, CDK, Bedrock, etc.)Multiple9.7k Azure MCPmicrosoft/mcpOfficial Azure cloud servicesC#3.7k Cloudflare MCPcloudflare/mcp-server-cloudflareCloudflare Workers, KV, R2, D1TypeScript4.3k DigitalOcean MCPdigitalocean-labs/mcp-digitaloceanOfficial DO droplets, apps, databasesGo139 Firebase MCPfirebase/firebase-toolsOfficial Firebase MCP server built into the Firebase CLITypeScript4.5k Fly.io MCPsuperfly/flyctlOfficial Fly.io MCP server built into the flyctl CLIGo1.7k Google Cloud MCPgoogleapis/gcloud-mcpOfficial gcloud CLI wrapper for GCP servicesTypeScript916 Google Cloud Run MCPGoogleCloudPlatform/cloud-run-mcpOfficial Google Cloud Run app deployment and managementJavaScript631 Helm MCPzekker6/mcp-helmHelm package manager for KubernetesGo26 Heroku MCPheroku/heroku-mcp-serverOfficial Heroku platform CLI wrapperTypeScript82 Kubernetes MCP Servercontainers/kubernetes-mcp-serverKubernetes and OpenShift cluster operations without kubectlGo2.1k KubeStellar Console kc-agentkubestellar/consoleMCP server for multi-cluster Kubernetes AI operations (CNCF Sandbox)Go140 LocalStack MCPlocalstack/localstack-mcp-serverOfficial LocalStack local AWS cloud emulator controlTypeScript27 Nomad MCPkocierik/mcp-nomadHashiCorp Nomad cluster operationsGo59 Oracle MCP Serversoracle/mcpOfficial Oracle MCP servers for OCI compute, networking, and databasesPython447 Portainer MCPportainer/portainer-mcpOfficial Portainer container and environment managementPython236 Railway MCPdocs.railway.comOfficial Railway MCP server built into the Railway CLIRust Render MCPrender-oss/render-mcp-serverOfficial Render deployment serverGo174 Tencent CloudBase AI ToolkitTencentCloudBase/CloudBase-AI-ToolkitTencent CloudBase database, auth, and cloud functionsTypeScript1.1k Terraform MCPhashicorp/terraform-mcp-serverOfficial HashiCorp Terraform / OpenTofuGo1.5k Vercel Next DevTools MCPvercel/next-devtools-mcpOfficial Next.js dev tools for coding agentsTypeScript823 Airtable MCPdomdomegg/airtable-mcp-serverAirtable base read/writeTypeScript458 Asana MCProychri/mcp-server-asanaAsana tasks, projects, workspacesTypeScript148 Cleragetclera.comSearch vetted startup candidates, review role matches and request introsRemote Coda MCPorellazri/coda-mcpCoda documents and tablesTypeScript63 Excel MCPharis-musa/excel-mcp-serverRead, write and format Excel workbooks without Excel installedPython4.2k Google Calendar MCPnspady/google-calendar-mcpGoogle Calendar managementTypeScript1.2k Google Workspace MCPtaylorwilsdon/google_workspace_mcpGmail, Calendar, Docs, Sheets, Slides, Chat, Forms and Tasks in one serverPython3.2k iMCPmattt/iMCPExposes macOS Messages, Contacts, Calendar and Reminders to agentsSwift1.7k Make MCPintegromat/make-mcp-serverOfficial Make server turning scenarios into callable agent toolsTypeScript173 Microsoft 365 MCPSofteria/ms-365-mcp-serverFull M365 suite (Outlook, OneDrive, Teams, Excel)TypeScript1k MindMap AIMindMap-AI/mcpCreate and edit visual mind maps from MCP-compatible AI assistantsTypeScript1 monday.com MCPmondaycom/mcpOfficial monday.com boards, items and workspace automationTypeScript426 Nextcloud MCPcbcoutinho/nextcloud-mcp-serverNextcloud Notes, Files, Calendar, Tasks, Deck and Talk accessPython369 Notion MCPmakenotion/notion-mcp-serverOfficial Notion API integrationTypeScript4.6k Orbit MCPNoveum/orbitManage issues, projects, sprints and docs with workspace-scoped OAuthTypeScript51 Outlook MCPryaker/outlook-mcpOutlook email and calendar via MS GraphJavaScript442 Plane MCPmakeplane/plane-mcp-serverOfficial Plane projects, work items and cycles automationPython332 Slack MCPkorotovsky/slack-mcp-serverSlack workspace integrationGo1.8k Trello MCPdelorenj/mcp-server-trelloTrello boards, lists, cardsTypeScript445 Apify MCPapify/apify-mcp-serverWeb scraping actors and automationTypeScript8.8k arXiv MCPblazickjp/arxiv-mcp-serverSearch arXiv papers and read full LaTeX sectionsPython3.2k Brave Search MCPbrave/brave-search-mcp-serverOfficial Brave Search APITypeScript1.5k Context7 MCPupstash/context7Up-to-date library documentationTypeScript62.5k DeepWiki MCPregenrek/deepwiki-mcpFetch deepwiki.com repo docs as markdownTypeScript1.4k Docling MCPdocling-project/docling-mcpOfficial Docling document parsing and conversion to structured textPython760 Docs MCP Serverarabold/docs-mcp-serverIndex and semantically search third-party library documentationTypeScript1.8k DuckDuckGo MCPnickclyde/duckduckgo-mcp-serverDuckDuckGo search with content fetchingPython1.5k Exa MCPexa-labs/exa-mcp-serverExa AI-powered searchTypeScript5.1k Kagi MCPkagisearch/kagimcpOfficial Kagi search APIPython528 MarkItDown MCPmicrosoft/markitdownConvert PDF, Office, HTML and audio files to Markdown for LLMsPython187.4k MCPDoclangchain-ai/mcpdocOfficial LangChain server for llms.txt documentation sourcesPython1k Meilisearch MCPmeilisearch/meilisearch-mcpOfficial Meilisearch index serverPython197 Perplexity MCPperplexityai/modelcontextprotocolOfficial Perplexity search APITypeScript2.5k Ref MCPref-tools/ref-tools-mcpToken-efficient search over public and private technical docsTypeScript1.2k SearXNG MCPihor-sokoliuk/mcp-searxngMetasearch across engines via a self-hosted SearXNG instanceTypeScript1.3k SerpAPI MCPserpapi/serpapi-mcpOfficial SerpAPI Google search resultsPython174 Statsnetusenetstate/statsnet-mcpCompany background checks: registration, executives, courts and financesRemote0 Tavily MCPtavily-ai/tavily-mcpTavily AI search for agentsJavaScript2.4k Discourse MCPdiscourse/discourse-mcpOfficial Discourse forum search, topic reading and postingTypeScript76 Joinlyjoinly-ai/joinlyJoin Zoom, Google Meet and Teams calls to transcribe and act livePython566 LINE Bot MCPline/line-bot-mcp-serverOfficial LINE Messaging API server for sending and managing messagesTypeScript783 Mailgun MCPmailgun/mailgun-mcp-serverOfficial Mailgun email sending, logs and analyticsTypeScript62 Mailtrap MCPmailtrap/mailtrap-mcpOfficial Mailtrap email sending and sandbox testingTypeScript65 MeetStreammeetstream-ai/meetstream-mcpOfficial meeting bots for Zoom, Meet and Teams: record and transcribeTypeScript2 Microsoft Teams MCPInditexTech/mcp-teams-serverTeams channels, messages, meetingsPython401 Resend MCPresend/resend-mcpOfficial Resend transactional emailTypeScript575 SendRaven MCPCommonNinja/sendraven-mcp-serverOfficial SendRaven email sending, inbound reply threads and per-key send limitsTypeScript1 Telegram MCPchigwell/telegram-mcpTelegram messagingPython1.7k Zulip MCPzulip/zulipmcpOfficial Zulip streams, messages and mentionable bot agentsPython19 Dropbox Dash MCPdropbox/mcp-server-dashOfficial Dropbox Dash search serverPython11 Filesystem MCPmodelcontextprotocol/serversLocal filesystem operationsTypeScript90.6k Google Sheets MCPxing5/mcp-google-sheetsCreate and edit Google Sheets spreadsheets via Google DrivePython1k Markdownify MCPzcaceres/markdownify-mcpConvert PDF, Office, audio and web files to MarkdownTypeScript3k OneDrive / SharePoint MCPftaricano/mcp-onedrive-sharepointOneDrive and SharePoint document accessTypeScript8 S3 Tables MCPawslabs/mcpOfficial AWS S3 TablesPython9.7k AISOTools MCPaisotools.comAI-tool catalog search, comparison, and alternatives lookupRemote Cognee MCPtopoteretes/cogneeMemory and knowledge-graph engine with an MCP serverPython31.1k Graphiti MCPgetzep/graphitiTemporal knowledge-graph memory for agents, by ZepPython31.3k Groq MCPgroq/groq-mcp-serverOfficial Groq inference, audio, and vision toolsPython47 Headroom MCPheadroomlabs-ai/headroomToken-compression proxy and MCP server for tool output and logsPython74k HuggingFace MCPhuggingface/hf-mcp-serverOfficial HF Hub models, datasets, SpacesTypeScript300 LangChain MCP Adapterslangchain-ai/langchain-mcp-adaptersOfficial LangChain / LangGraph MCP bridgePython3.7k prompt-to-assetMohamedAbdallah-14/prompt-to-assetImage generation across 30+ models via unified APITypeScript21 Replicate MCPreplicate.comOfficial Replicate hosted MCP serverRemote RouterBase MCPzenlee123/routerbase-mcpModel discovery, pricing lookup and OpenAI-compatible chat completionsTypeScript1 RunAPI MCPrunapi-ai/mcpModel discovery, pricing lookup, task creation, and LLM chatTypeScript56 SandBase CLIsandbaseai/cliLocal MCP gateway for discovering and running 2,000+ AI models via one APITypeScript188 Weights & Biases MCPwandb/wandb-mcp-serverOfficial W&B Models + WeavePython70 Adyen MCPAdyen/adyen-mcpOfficial Adyen server for checkout, configuration and management APIsTypeScript27 Alpaca MCPalpacahq/alpaca-mcp-serverOfficial Alpaca stocks / ETF / crypto tradingPython995 Coinbase MCPcoinbase/agentkitCoinbase crypto trading and walletTypeScript1.3k Financial Modeling Prep MCPimbenrabi/Financial-Modeling-Prep-MCP-ServerFMP market data and fundamentalsTypeScript149 Invoice MCPtheluckystrike/mcp-invoiceCreate PDF invoices with VAT lines, sequential numbering and overdue trackingJavaScript0 Massive.com (Polygon.io) MCPmassive-com/mcp_massiveOfficial Massive.com (formerly Polygon.io) market data for stocks and cryptoPython393 MetaTrader MCPariadng/metatrader-mcp-serverPlace and manage MetaTrader 5 trades, positions and market dataPython813 ParlayAPIJacobiusMakes/parlay-api-mcpSports odds and player props using your own API key and account allowancesPython0 PayPal Agent Toolkitpaypal/agent-toolkitOfficial PayPal toolkit with an MCP server for payments and invoicingTypeScript195 QuickBooks MCPintuit/quickbooks-online-mcp-serverOfficial Intuit QuickBooks OnlineTypeScript403 Razorpay MCPrazorpay/razorpay-mcp-serverOfficial Razorpay server for payments, orders, refunds and settlementsGo231 SEC EDGAR MCPstefanoamorelli/sec-edgar-mcpQuery SEC EDGAR filings, XBRL financials and company factsPython359 Square MCPsquare/square-mcp-serverOfficial Square payments and commerceTypeScript108 Stripe MCPstripe/aiStripe payments and billingTypeScript1.8k TWZRD Agent Intelsmithery.aiSolana on-chain wallet trust scoring for agents before x402 micropaymentsRemote Xero MCPXeroAPI/xero-mcp-serverOfficial Xero server for invoices, contacts, accounts and payrollTypeScript371 Yahoo Finance MCPAlex2Yang97/yahoo-finance-mcpStock data and financial infoPython356 Zerodha Kite MCPzerodha/kite-mcp-serverOfficial Zerodha Kite server for Indian holdings, orders and quotesGo318 axNecmttn/axAgent session telemetry and cost analyticsTypeScript113 Datadog MCPwinor30/mcp-server-datadogDatadog metrics, logs, monitorsTypeScript143 Dynatrace MCPdynatrace-oss/dynatrace-mcpOfficial Dynatrace observability problems, logs and tracesTypeScript138 Grafana MCPgrafana/mcp-grafanaOfficial Grafana dashboards and alertsGo3.5k Honeycomb MCPdocs.honeycomb.ioOfficial Honeycomb trace queriesRemote Logfire MCPlogfire.pydantic.devOfficial Pydantic Logfire observabilityRemote Netdata MCPnetdata/netdataOfficial Netdata observability with a built-in MCP serverC80.7k Noveumnoveum.aiAI agent traces, evaluation datasets and model comparisonsRemote OpenTelemetry MCPtraceloop/opentelemetry-mcp-serverUnified OTEL traces across backendsPython204 Prometheus MCPpab1it0/prometheus-mcp-serverPrometheus metrics and PromQL queriesPython517 VictoriaMetrics MCPVictoriaMetrics/mcp-victoriametricsOfficial VictoriaMetrics metrics and logs queriesGo235 Zabbix MCPmpeirone/zabbix-mcp-serverZabbix monitoring hosts, triggers, problems and templatesPython256 Adobe Premiere Pro MCPhetpatel-11/Adobe_Premiere_Pro_MCPDrive Adobe Premiere Pro timelines and edits from an agentTypeScript616 AntV Chart MCPantvis/mcp-server-chartOfficial AntV server generating 25+ chart typesTypeScript4.4k Aseprite MCPdiivi/aseprite-mcpCreate and edit pixel art through the Aseprite APIPython606 Blender MCPahujasid/blender-mcpControl Blender 3D modeling from AI assistantsPython29.5k ComfyUI MCPartokun/comfyui-mcpRun and author ComfyUI workflows for image, video, and audioTypeScript769 DaVinci Resolve MCPsamuelgursky/davinci-resolve-mcpControl DaVinci Resolve editing, color grading, and project mediaPython3.2k designlangManavarya09/design-extractExtract a website's design system into DTCG tokens and framework codeJavaScript4.1k Excalidraw MCPyctimlin/mcp_excalidrawCreate and edit Excalidraw diagrams on a live canvasTypeScript2.5k Figma Context MCPGLips/Figma-Context-MCPFigma layouts for AI coding agents (Framelink)TypeScript15.9k Houdini MCPcapoomgit/houdini-mcpBuild and modify SideFX Houdini scenes and nodesPython300 Kleapkleaphq/cliOfficial Kleap server for creating, editing and publishing websitesJavaScript1 OrkasVideoStudioOrkas-AI/Orkas-VideoStudioCompose, edit, analyze, and render video from coding agentsTypeScript496 Photoshop MCPloonghao/photoshop-python-api-mcp-serverAdobe Photoshop automationPython306 UpRes MCPauroracapital/upres-cliUpscale images and videos up to 8K across 14 specialist modelsTypeScript0 Webflow MCPwebflow/mcp-serverOfficial Webflow server for sites, pages, CMS, and componentsTypeScript141 a11y MCPronantakizawa/a11ymcpWeb accessibility / WCAG automated testingJavaScript91 Appium MCPappium/appium-mcpOfficial Appium mobile app test automationTypeScript484 Axe MCPdequelabs/axe-mcp-server-publicOfficial Deque accessibility testing + AI remediationTypeScript7 BrowserStack MCPbrowserstack/mcp-serverOfficial BrowserStack cross-browser and device testingTypeScript152 Playwright MCPmicrosoft/playwright-mcpOfficial Microsoft Playwright browser automationTypeScript37.7k Binary Ninja MCPfosdickio/binary_ninja_mcpBinary Ninja plugin for LLM-driven binary analysisPython443 Bitwarden MCPbitwarden/mcp-serverOfficial Bitwarden password managerTypeScript263 Bolt (MCP for Security)CyberStrikeus/boltSQLMap, FFUF, Nmap, Masscan and 100+ Kali tools via MCPTypeScript64 Burp AI Agentsix2dez/burp-ai-agentBurp Suite extension with MCP toolingKotlin1.5k CrowdStrike Falcon MCPCrowdStrike/falcon-mcpOfficial CrowdStrike Falcon threat hunting and detectionsPython258 Dark-MoonASCIT31/Dark-MoonAutonomous pentest platform for web, API, Active Directory and KubernetesPython975 DomScan MCPestevecastells/domscan-mcpDomain intelligence: DNS, WHOIS, SSL, subdomains and typosquatting checksTypeScript1 HashiCorp Vault MCPhashicorp/vault-mcp-serverOfficial HashiCorp Vault secrets and mounts managementGo65 http-detection-agentai-blueteam/http-detection-agentCapability-aware HTTP attack detection over a 76-rule catalogRust0 IDA Pro MCPmrexodia/ida-pro-mcpIDA Pro reverse engineering assistant for LLM clientsPython12.4k MCP Security HubFuzzingLabs/mcp-security-hubOffensive tools (Nmap, Ghidra, Nuclei)Python796 mcp-scaninvariantlabs-ai/mcp-scanScans MCP servers for tool poisoning and prompt injectionPython3.1k radare2 MCPradareorg/radare2-mcpOfficial radare2 reverse engineering stdio serverC312 Semgrep MCPsemgrep/semgrepOfficial Semgrep static analysis for vulnerabilitiesPython16.8k Shodan MCPw0h1v/mcp-shodanShodan device search, IP recon, DNS and CVE intelligenceTypeScript173 vetsafedep/vetDependency and malicious package scanning with an MCP serverGo1.1k Bright Data MCPbrightdata/brightdata-mcpOfficial Bright Data web search, scraping, and browser automationJavaScript2.7k Browser Tools MCPAgentDeskAI/browser-tools-mcpRead browser console logs, network traffic and DOM via a Chrome extensionTypeScript7.3k Crawl4AIunclecode/crawl4aiLLM-friendly web crawler and scraper with built-in MCP endpointsPython84.4k Firecrawl MCPfirecrawl/firecrawl-mcp-serverOfficial Firecrawl web scraping and searchTypeScript7.5k Jina AI MCPjina-ai/MCPOfficial Jina AI web reader, search, and content rerankingTypeScript869 SkyvernSkyvern-AI/skyvernBrowser workflow automation via LLMs and computer vision, over MCPPython23.1k Xquik MCPXquik-dev/x-twitter-scraperX/Twitter search, profile tweets, posting, and media toolsTypeScript211 Ableton MCPahujasid/ableton-mcpControl Ableton Live sessions, tracks, clips, and MIDI from an agentPython3.1k Arr MCPaplaceforallmystuff/mcp-arrManage Sonarr, Radarr, and other arr media library servicesTypeScript217 Live Tennis API MCPlivetennisapi/livetennisapi-mcpLive tennis scores, match state, and model win-probabilityTypeScript152 MiniMax MCPMiniMax-AI/MiniMax-MCPGenerate speech, music, images, and video with MiniMax modelsPython1.6k TMDB MCPLaksh-star/mcp-server-tmdbThe Movie Database (TMDB)TypeScript76 YouTube MCPZubeidHendricks/youtube-mcp-serverYouTube API videos and analyticsTypeScript577 YouTube Transcript MCPkimtaeyoon83/mcp-server-youtube-transcriptDownload YouTube video transcriptsTypeScript598 Airbnb MCPopenbnb-org/mcp-server-airbnbSearch Airbnb from your AI agentJavaScript546 Cesium MCPCesiumGS/cesium-ai-integrationsOfficial Cesium 3D geospatial and geolocation MCP serversTypeScript90 GIS MCPmahdin75/gis-mcpGeospatial analysis via GDAL, Shapely, GeoPandas, and PyProjPython193 Google Maps MCPcablate/mcp-google-mapGoogle Maps API with LLM processingTypeScript465 Mapbox MCPmapbox/mcp-serverOfficial Mapbox geocoding, POI search, directions, and isochronesTypeScript356 StayingAPIstayingapi/hotel-mcpAccommodation data from Airbnb, Booking.com, Vrbo, and Google HotelsTypeScript1 TomTom MCPtomtom-international/tomtom-mcpOfficial TomTom maps, search, routing, and traffic APIsTypeScript55 Amazon MCPrigwild/mcp-server-amazonSearch and purchase Amazon productsTypeScript53 commercetools MCP Essentialscommercetools/mcp-essentialsOfficial commercetools server for products, carts, orders and customersTypeScript13 eBay MCPYosefHayim/ebay-mcp325 tools for eBay Sell APIsTypeScript166 Packrift MCPPackrift/packrift-mcpPackaging catalog search, pricing, inventory, and cart URLsTypeScript2 Saleor MCPsaleor/saleor-mcpOfficial Saleor server for products, orders, customers and channelsPython18 Shopify MCPGeLi2001/shopify-mcpShopify API integrationTypeScript238 Cocos Creator MCPFunplayAI/funplay-cocos-mcpAutomate the Cocos Creator editor: scenes, assets, and scriptsJavaScript296 Godot MCPCoding-Solo/godot-mcpGodot game engine integrationJavaScript5.9k Minecraft MCP Serveryuniko-software/minecraft-mcp-serverControl a Minecraft bot to build, mine, and navigate in gameTypeScript761 Roblox Studio MCPcreate.roblox.comOfficial MCP server built into Roblox StudioBuilt-in STS2MCPGennadiyev/STS2MCPRead Slay the Spire 2 game state and play runs through a modC#507 Unity MCP ServerAnkleBreaker-Studio/unity-mcp-server268 tools for Unity Editor / HubJavaScript485 Unreal MCPChiR24/Unreal_mcpUnreal Engine C++ Automation BridgeMultiple893 UnrealGenAISupportprajwalshettydev/UnrealGenAISupportUE5 plugin for LLM/GenAI + MCPC++652 Apache IoTDB MCPapache/iotdb-mcp-serverOfficial MCP server for the Apache IoTDB time-series databasePython39 BagelExtelligence-ai/bagelQuery robotics, drone, and IoT telemetry in plain EnglishPython397 Hass MCPvoska/hass-mcpMinimal Home Assistant MCPPython344 Home Assistant MCP (ha-mcp)homeassistant-ai/ha-mcpThe unofficial awesome Home Assistant MCPPython4.9k HomeClawomarshahine/HomeClawControl HomeKit lights, locks, thermostats, and scenes on macOSSwift174 MQTT MCPezhuk/mqtt-mcpGeneric MQTT broker interactionPython24 UniFi MCPsirkirby/unifi-mcpQuery and control UniFi Network, Protect, Access, and DrivePython853 BulkPublish MCPazeemkafridi/bulkpublish-apiAI-agent API and MCP server for multi-platform social publishing and analyticsTypeScript1 DataForSEO MCPdataforseo/mcp-server-typescriptOfficial DataForSEO server for SERP, keyword and backlink dataTypeScript248 Google Analytics MCPsurendranb/google-analytics-mcpGA4 data for AI agentsPython242 Google Search Console MCPAminForou/mcp-gscQuery Google Search Console search analytics, sitemaps and indexingPython1.8k Google Tag Manager MCPstape-io/google-tag-manager-mcp-serverManage GTM containers, tags, triggers and variablesTypeScript221 LLM Pulse MCPLLM-Pulse/llmpulse-mcpAI visibility analytics for mentions, citations, sentiment, and AI trafficJavaScript1 Meta Ads MCP (GoMarble)gomarble-ai/facebook-ads-mcp-serverRead and manage Meta and Instagram ad campaigns via the Meta Ads APIPython366 NotFairnowork-studio/NotFairGoogle Ads, Meta Ads, and SEO skills with human-approval gateTypeScript3.9k PostHog MCPPostHog/posthogOfficial PostHog product analyticsTypeScript40k Salesforce MCPsalesforcecli/mcpOfficial Salesforce CLI MCPTypeScript481 UnrealUGC MCPUnrealUGC/mcpCreate AI UGC video ads through the UnrealUGC platformTypeScript0 Anki MCPankimcp/anki-mcp-serverAnki flashcards via AnkiConnectTypeScript497 Anytype MCPanyproto/anytype-mcpOfficial MCP server for the Anytype local-first workspaceTypeScript526 Basic Memorybasicmachines-co/basic-memoryLocal-first Markdown knowledge base with persistent agent memoryPython4.1k ContextStreamcontextstream/mcp-serverShared project context for AI agents -- code search, decisions, lessons, plansRust43 Hyperconsciousnesslouis030195/hyperconsciousnessDeveloper-alpha encrypted knowledge store with grant-scoped search and retrievalRust2 Joplin MCPalondmnt/joplin-mcpRead, search, and write Joplin notes and notebooksPython174 Karakeep MCPkarakeep-app/karakeepOfficial server for the Karakeep bookmark and read-later 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clientsGo5.2k MCP Java SDKmodelcontextprotocol/java-sdkOfficial Java SDK, maintained with Spring AIJava3.7k MCP Kotlin SDKmodelcontextprotocol/kotlin-sdkOfficial Kotlin SDK for MCP servers and clientsKotlin1.5k MCP PHP SDKmodelcontextprotocol/php-sdkOfficial PHP SDK for MCP servers and clientsPHP1.6k MCP Python SDKmodelcontextprotocol/python-sdkOfficial Python SDK for servers and clientsPython24.4k MCP Ruby SDKmodelcontextprotocol/ruby-sdkOfficial Ruby SDK for MCP servers and clientsRuby920 MCP Rust SDKmodelcontextprotocol/rust-sdkOfficial Rust SDK for MCP servers and clientsRust4k MCP Swift SDKmodelcontextprotocol/swift-sdkOfficial Swift SDK for MCP servers and clientsSwift1.5k MCP TypeScript SDKmodelcontextprotocol/typescript-sdkOfficial TypeScript SDK for servers and clientsTypeScript13.5k mcp-frameworkQuantGeekDev/mcp-frameworkTypeScript framework for building MCP serversTypeScript929 mcp-go (mark3labs)mark3labs/mcp-goCommunity Go library for building MCP servers and clientsGo9.2k 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Building Your First MCP Servermodelcontextprotocol.ioStep-by-step server tutorial. MCP for Claude Desktopmodelcontextprotocol.ioGetting started as a user. Build an MCP Server (Python / Node / Java)modelcontextprotocol.ioMulti-language build guide. MCP for Beginnersmicrosoft/mcp-for-beginnersMicrosoft open curriculum with hands-on MCP lessons and labs.17.3k Writing Effective Tools for AI Agentsanthropic.comAnthropic guide to designing effective tools for AI agents. Code Execution with MCPanthropic.comAnthropic write-up on calling MCP tools as code to cut token usage. MCP Architecture Overviewmodelcontextprotocol.ioOfficial docs on how MCP hosts, clients, servers and transports fit together. MCP Authorization Specmodelcontextprotocol.ioOAuth 2.1 authorization requirements for remote MCP servers. MCP Security Best Practicesmodelcontextprotocol.ioSpec threat model and mitigations for token passthrough and confused deputy. MCP Course (Hugging Face)huggingface.coHugging Face course covering MCP theory, SDKs and deployment. MCP Tool Poisoning Attacksinvariantlabs.aiSecurity write-up on hidden instructions in MCP tool descriptions. The Model Context Protocol (MCP) -- Anthropicyoutube.comOfficial overview of Model Context Protocol. Build a Real-world MCP Server in One TypeScript Fileyoutube.comFull tutorial by Nader Dabit. Building Agents with MCP - Full Workshopyoutube.comMahesh Murag (Anthropic) full workshop on building MCP servers and agents. What is MCP? Integrate AI Agents with Databases and APIsyoutube.comIBM Technology explainer on MCP connecting agents to databases and APIs. MCP GitHub Discussionsmodelcontextprotocol/modelcontextprotocolOfficial community discussions.9.3k r/ClaudeAIreddit.comReddit community with MCP discussions. MCP Servers Directorymcpservers.orgWeb directory of MCP servers. MCP Contributors Discorddiscord.ggOfficial Discord for MCP spec, SDK and working group discussion. Glama MCP Registryglama.aiSearchable registry of open-source MCP servers. Smitherysmithery.aiHosted MCP server registry and marketplace for agent tool connections.

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