Skip to content

Working with clients? Stay ahead of what they ask for.

Directory · 193 servers

MCP servers: what each one lets your AI agent do

An MCP server is a small connector that gives an AI agent a new ability: reading a database, opening a GitHub pull request, searching the web. Learning to set one up is one of the most useful skills in agent work right now. Start with something you already use, then open a row to see our notes, the install command and what to watch for.

What do you want your agent to connect to?

Showing 193 of 193 servers

Details
Firecrawlby MendableOfficial Firecrawl MCP server for web search, page extraction and site discovery, with Markdown and structured content workflows.DataVendorNo6.2k–
GitHubby GitHubGitHub’s official MCP server for repository, issue and pull-request context, with hosted and locally run deployment options.Developer toolsOfficialYes29k–
Supabaseby SupabasePersistence layer with full Postgres access and Row Level Security awareness. Query tables, manage schemas, handle auth users, and work with storage…DatabasesVendorYes2.7kApr 2026
FastMCP (Python)by PrefectHQThe fast, Pythonic way to build MCP servers and clients. Maintained by PrefectHQ. 25,133 GitHub stars and 92 commits on main in the last 30 days. The…Developer toolsOfficialNo25kMay 2026
MCP Python SDKby Model Context Protocol (Anthropic)The official Python SDK for Model Context Protocol servers and clients. Maintained by the Model Context Protocol project. 22,984 GitHub stars and 5…Developer toolsOfficialNo23kMay 2026
MCP Registryby Model Context ProtocolThe community-driven registry service for MCP servers, maintained by the Model Context Protocol project. Discover, list, and validate MCP servers…Developer toolsOfficialNo6.8kMay 2026
MCP Toolbox for Databasesby Google (googleapis)Google's open-source MCP server for databases. One MCP binary speaks PostgreSQL, MySQL, BigQuery, Spanner, AlloyDB, Cloud SQL, and SQLite. 14,937…DatabasesOfficialYes15kMay 2026
MCP TypeScript SDKby Model Context Protocol (Anthropic)The official TypeScript SDK for Model Context Protocol servers and clients. Maintained by the Model Context Protocol project. 12,422 GitHub stars and…Developer toolsOfficialNo12kMay 2026
Model Context Protocol Specificationby Model Context ProtocolThe official specification and documentation for the Model Context Protocol. The source of truth for the protocol that every MCP server in this…Developer toolsOfficialNo8.1kMay 2026
Repomixby yamadashy (community)Pack the entire repository into a single AI-friendly file. Optimised context for feeding codebases to Claude, ChatGPT, Gemini, and others. 24,515…Developer toolsCommunityNo25kMay 2026
Serenaby oraios (community)Powerful MCP toolkit for coding. Provides semantic retrieval and editing capabilities, positioned as the IDE for the agent. 23,971 GitHub stars and…Developer toolsCommunityNo24kMay 2026
n8n MCPby czlonkowski (community, n8n-aligned)MCP server for n8n. Browse 535+ integrations, manage workflows, trigger executions, and inspect run history. 20,140 GitHub stars and 41 commits on…ProductivityCommunityYes20kMay 2026
Code Review Graphby tirth8205 (community)Local knowledge graph for Claude Code. Builds a persistent map of the codebase so Claude reads only what matters. 6.8x fewer tokens on reviews and up…Developer toolsCommunityNo16kMay 2026
HeyGen Hyperframesby HeyGenWrite HTML, render video. Built for agents. HeyGen's framework that turns HTML templates into video output via MCP. 16,400 GitHub stars and 100…AI and MLOfficialYes16kMay 2026
MCP for Beginnersby MicrosoftOpen-source curriculum from Microsoft introducing the fundamentals of Model Context Protocol. 16,087 GitHub stars and 100 commits on main in the last…Developer toolsOfficialNo16kMay 2026
ToolHiveby StacklokEnterprise-grade platform for running and managing Model Context Protocol servers. Built by Stacklok. 1,780 GitHub stars and 100 commits on main in…InfrastructureOfficialYes1.8kMay 2026
Vexaby Vexa.aiOpen-source meeting transcription API for Google Meet, Microsoft Teams, and Zoom with MCP integration. 2,020 GitHub stars and 100 commits on main in…CommunicationOfficialYes2.0kMay 2026
XcodeBuild MCPby Sentry (getsentry org)MCP server and CLI for agent use of Xcode build tools. Build, test, run, and inspect iOS, macOS, watchOS, and visionOS projects from inside agents.…Developer toolsOfficialNo5.4kMay 2026
ActivePiecesby Activepieces Inc.AI agents, MCPs, and AI workflow automation. ~400 MCP servers for AI agents shipped in one open-source workflow platform. 22,171 GitHub stars and 100…ProductivityOfficialYes22kMay 2026
Agent-Reachby Panniantong (community)Give your AI agent eyes to read and search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu through one CLI with zero API fees. 19,026 GitHub…SearchCommunityNo19kMay 2026
Design Extractby Manavarya09 (community)Extract any website's complete design system with one command. DTCG tokens, semantic + primitive + composite tiers, Tailwind v4, Figma variables,…DesignCommunityNo2.4kMay 2026
Desktop Commander MCPby wonderwhy-er (community)MCP server giving Claude terminal control, filesystem search, and code editing on the local machine. 6,007 GitHub stars and 14 commits on main in the…FilesCommunityNo6.0kMay 2026
Google Ads MCPby Google (googleads org)Google's official Google Ads MCP. Manage Google Ads accounts via MCP, execute GAQL reads, and run secure two-phase mutations. 448 GitHub stars and 29…ProductivityOfficialYes448May 2026
Google Cloud Run MCPby Google Cloud PlatformGoogle's official MCP server for deploying applications to Cloud Run. 603 GitHub stars and 11 commits on main in the last 30 days.CloudOfficialYes603May 2026
Kreuzberg MCPby Kreuzberg, Inc.A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured info from PDFs, Office documents, images,…FilesCommunityNo8.2kMay 2026
LinkedIn MCPby stickerdaniel (community)Open-source MCP server for LinkedIn. Profiles, companies, jobs, and messages exposed to AI agents. 1,773 GitHub stars and 100 commits on main in the…ProductivityCommunityYes1.8kMay 2026
MCP Appsby Model Context ProtocolOfficial spec and SDK for the MCP Apps protocol. Standard for embedding UIs inside AI clients alongside MCP tools. 2,221 GitHub stars and 27 commits…Developer toolsOfficialNo2.2kMay 2026
Perplexity MCPby Perplexity (ppl-ai)The official MCP server for the Perplexity API. Sonar search and reasoning models exposed to AI agents through MCP. 2,144 GitHub stars and 5 commits…SearchOfficialYes2.1kMay 2026
Snyk Agent Scanby SnykSnyk's security scanner for AI agents, MCP servers, and agent skills. Scans MCP server manifests and agent skill files for known security risks.…SecurityOfficialYes2.4kMay 2026
Zapier MCPby ZapierZapier official MCP server. Connect AI to thousands of Zapier-supported apps via Model Context Protocol. 41 GitHub stars and 8 commits on main in the…ProductivityOfficialYes41May 2026
Mastraby mastra-ai (Gatsby team)TypeScript framework for building AI-powered applications and agents, with built-in MCP server support. From the team behind Gatsby. 23,680 GitHub…AI and MLCommunityNo24kMay 2026
Stitch MCPby davideast (Google Labs adjacent)CLI for moving AI-generated UI designs from Google Stitch into the development workflow. 835 GitHub stars and 7 commits on main in the last 30 days.…DesignCommunityYes835May 2026
Filesystemby AnthropicLocal file access with scoped read and write permissions to configured directories. Path allow-listing enforced at the protocol layer. The safe…FilesOfficialNo85kMar 2026
Postgres MCPby AnthropicOfficial MCP server for PostgreSQL. Provides read and write access to PostgreSQL databases with schema introspection, query execution, and…DatabasesOfficialYes85k–
Playwrightby MicrosoftOfficial Microsoft Playwright MCP server. Browser automation tools (navigate, click, fill, screenshot, evaluate JS, network capture) backed by…Developer toolsOfficialNo32kApr 2026
Agent Gatewayby agentgateway (community)Next-generation agentic proxy for AI agents and MCP servers. Routes, authenticates, and observes agent traffic across multiple MCP backends. 2,653…InfrastructureCommunityNo2.7kMay 2026
Azure DevOps MCPby MicrosoftOfficial Microsoft MCP server for Azure DevOps: work items, repositories, pull requests, builds, releases, pipelines, test plans. 41 commits on main…InfrastructureOfficialYes1.6kMay 2026
Codebase Memory MCPby DeusDataHigh-performance code intelligence MCP server for AI coding agents. Indexes a codebase into a queryable knowledge graph in milliseconds, with 14 MCP…AI and MLCommunityNo2.0kApr 2026
Cognee MCPby topoteretesKnowledge graph plus vector memory engine for AI agents, exposed as an MCP server with V2 session-aware memory tools (remember, recall, forget,…AI and MLCommunityNo17kApr 2026
Exa Search MCPby Exa LabsExa’s MCP server for finding web sources and fetching page content, with configurable advanced search and authenticated research capabilities.SearchVendorNo4.4k–
GitLab MCPby zereightGitLab MCP with 60+ tools covering merge requests, repositories, issues, branches, commits, files, discussions, draft notes, approvals, pipelines,…Developer toolsCommunityYes1.4kMay 2026
Google Analytics MCPby GoogleOfficial Google MCP server for Google Analytics 4. Query reports, dimensions, metrics, custom audiences, and admin entities through MCP. 1,981 GitHub…DataOfficialYes2.0kMay 2026
MCP Inspectorby Model Context ProtocolThe official MCP debugging and testing tool maintained by the Model Context Protocol project. Visual inspector for MCP servers: invoke tools, inspect…Developer toolsOfficialNo9.6kMay 2026
Microsoft Skillsby MicrosoftSkills, MCP servers, custom agents, and Agents.md configurations from Microsoft for grounding coding agents. 2,269 GitHub stars and 100 commits on…Developer toolsOfficialNo2.3kMay 2026
Prowler MCPby ProwlerCloud Security Posture Management (CSPM) platform with 1000+ security checks across multiple cloud providers and 70+ compliance frameworks, exposed…SecurityVendorYes14kMay 2026
mcp-goby mark3labs (community)Go implementation of the Model Context Protocol. Enables seamless integration between LLMs and external data and tools. 8,690 GitHub stars and 58…Developer toolsCommunityNo8.7kMay 2026
mcp-useby mcp-use (community)The fullstack MCP framework to develop MCP Apps for ChatGPT, Claude, and MCP Servers. 9,949 GitHub stars and 29 commits on main in the last 30 days.Developer toolsCommunityNo9.9kMay 2026
ACI.devby aipotheosis-labs (community)Open source tool-calling platform that hooks 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP…ProductivityCommunityYes4.8kMay 2026
AWS API MCP Serverby AWS LabsThe official AWS Labs catch-all server. Bridges any AWS CLI command to MCP, giving agents universal access to the AWS API surface. Helps the agent…CloudVendorYes8.9kApr 2026
Apify Actors MCPby ApifyApify Actors as MCP tools: 6,000+ web scrapers, automation actors, and AI agents callable from Claude, Cursor, or any MCP client. Hosted streamable…DataVendorYes1.2kMay 2026
Apollo GraphQL MCPby Apollo GraphQLOfficial Apollo GraphQL MCP server. Expose Apollo Studio operations, schema, and graph data to AI agents through MCP. 280 stars and 40 commits on…APIsOfficialYes280May 2026
Arize Phoenix MCPby Arize AILLM observability platform exposing prompts, projects, traces, spans, sessions, datasets, and experiments through MCP. Published to npm as…AI and MLVendorYes9.5kApr 2026
Azure AKS MCPby Microsoft AzureOfficial Microsoft Azure MCP server for Azure Kubernetes Service. Workload Identity with federated tokens, three access-level guardrails (readonly,…InfrastructureVendorYes132Apr 2026
Chrome DevTools for Agentsby Google · Chrome DevTools teamVendor-official Chrome DevTools MCP server from the Chrome DevTools team at Google. Lets agents control and inspect a live Chrome browser for…Developer toolsVendorNo38kApr 2026
ClickHouse MCPby ClickHouseOfficial ClickHouse MCP server with both ClickHouse Tools (production cluster queries) and chDB Tools (embedded ClickHouse for local analytics).…DatabasesOfficialYes766May 2026
Cloudflare MCPby CloudflareCloudflare's MCP offering: 14 hosted remote MCP servers segmented by product surface (Workers Bindings, Observability, Radar, Browser Rendering,…CloudVendorYes3.7kApr 2026
Docker MCP Gatewayby DockerDocker official MCP CLI plugin and gateway. Discover, install, and manage MCP servers via the Docker CLI. 1,381 GitHub stars and 31 commits on main…Developer toolsOfficialNo1.4kMay 2026
Excel MCP Serverby Haris MusaManipulate Excel files locally or remotely with zero Microsoft Excel installation required. Three transport modes (stdio, SSE deprecated, Streamable…ProductivityCommunityNo3.8kApr 2026
Google Workspace MCPby Taylor WilsdonMost feature-complete Google Workspace MCP available. One server covers Gmail, Calendar, Drive, Docs, Sheets, Slides, Forms, Tasks, Contacts, Apps…ProductivityCommunityYes2.2kApr 2026
Grafana MCP Serverby Grafana LabsVendor-official Grafana MCP server from Grafana Labs. Covers dashboards (search, get, summary, JSONPath extraction, patch), datasources (Prometheus,…MonitoringVendorYes2.9kApr 2026
Home Assistant MCPby homeassistant-ai (community)The unofficial Home Assistant MCP server. Control entities, query states, and trigger automations from inside agents. 2,770 GitHub stars and 100…ProductivityCommunityYes2.8kMay 2026
Kubernetes MCP Serverby containers/ org (Red Hat-adjacent)Native Go MCP server for Kubernetes and OpenShift from the containers/ org. Talks directly to the Kubernetes API server, supports Helm and Tekton,…InfrastructureCommunityYes1.5kApr 2026
MCP C# SDKby Model Context Protocol (Anthropic)The official C# SDK for Model Context Protocol servers and clients. Maintained by the Model Context Protocol project. 4,261 GitHub stars and 22…Developer toolsOfficialNo4.3kMay 2026
MCP Go SDK (Official)by Model Context Protocol (Anthropic)The official Go SDK for Model Context Protocol servers and clients. Maintained by the Model Context Protocol project. 4,524 GitHub stars and 27…Developer toolsOfficialNo4.5kMay 2026
MCPHubby samanhappy (community)Unified hub for centrally managing and dynamically orchestrating multiple MCP servers. 2,065 GitHub stars and 41 commits on main in the last 30 days.Developer toolsCommunityNo2.1kMay 2026
OpenSpecby Fission-AIThe leading spec-driven development workflow for AI agents. Implements the /opsx:propose → /opsx:apply → /opsx:archive cycle that scaffolds…Developer toolsVendorNo45kApr 2026
Postman MCPby PostmanPostman's official MCP server. Connect agents to Postman collections, requests, mocks, and environments. 229 GitHub stars and 8 commits on main in…APIsOfficialYes229May 2026
Qdrant MCP Serverby QdrantOfficial Qdrant vector database MCP server. Acts as a semantic memory layer on top of Qdrant: store information with metadata, retrieve via…AI and MLVendorYes1.4kDec 2025
Sentry MCP Serverby SentrySentry's official MCP service. Runs as remote infrastructure at mcp.sentry.dev and ships a Claude Code plugin that auto-delegates Sentry questions.…InfrastructureVendorYes671Apr 2026
Tableau MCPby Tableau (Salesforce)Tableau's official MCP server. Lets agents see and understand Tableau workbooks, datasources, and views over MCP. 259 GitHub stars and 12 commits on…DataOfficialYes259May 2026
Telegram MCPby chigwellTelegram MCP via MTProto (user account, distinct from a bot). Read messages, send messages, list dialogs, manage contacts, and search history through…CommunicationCommunityYes1.0kMay 2026
Terraform MCP Serverby HashiCorpVendor-official Terraform MCP server from HashiCorp. Integrates with the public Terraform Registry (providers, modules, policies) and HCP Terraform /…Developer toolsVendorYes1.3kApr 2026
Windows MCPby CursorTouch (community)MCP server for computer use on Windows. Click, type, screenshot, and read from the Windows desktop. 5,482 GitHub stars and 86 commits on main in the…Developer toolsCommunityNo5.5kMay 2026
dbt MCPby dbt LabsOfficial dbt Labs MCP server covering SQL execution, Semantic Layer queries, Discovery API, dbt CLI, Admin API, dbt Codegen, dbt LSP, and Product…DataOfficialYes551May 2026
Adyen MCPby AdyenOfficial Adyen MCP server: TypeScript library for integrating Adyen payment APIs via MCP. 21 stars and 14 commits on main in the last 30 days.APIsOfficialYes21May 2026
Amazon Bedrock AgentCore MCPby AWS LabsOfficial AWS Labs MCP server for Amazon Bedrock AgentCore: agent runtime, memory, gateway, identity, and observability. Tools fetch curated AgentCore…AI and MLOfficialNo8.9kMay 2026
AntV Chart MCPby AntV (Ant Design Visualization)Visualization MCP and skills with 25+ chart types using AntV. Generate charts and analyse data from inside agents. 4,047 GitHub stars and 2 commits…DataOfficialNo4.0kMay 2026
BB Browserby epiral (community)Your browser is the API. CLI and MCP server for AI agents to control Chrome with your own profile, cookies, and extensions. 5,108 GitHub stars and 8…Developer toolsCommunityNo5.1kMay 2026
Brave Search MCPby BraveOfficial Brave Search MCP covering web, local, video, image, news, and AI summary. 965 GitHub stars and 31 commits on main in the last 30 days.…SearchOfficialYes965May 2026
Bright Data MCPby Bright DataWeb data extraction over the Bright Data network with two operating modes: Rapid Mode (free, basic search and scrape) and Pro Mode (60+…DataVendorYes2.3kMay 2026
Canvas LMS MCPby vishalsachdevCanvas LMS MCP with 80+ tools and 5 agent skills for students and educators. v1.3.0 released. FERPA-compliance documentation for educators;…ProductivityCommunityYes119May 2026
CodeGraphContextby CodeGraphContext (community)MCP server plus CLI tool that indexes local code into a graph database to provide context to AI assistants. 3,195 GitHub stars and 100 commits on…Developer toolsCommunityNo3.2kMay 2026
CrowdStrike Falcon MCPby CrowdStrikeOfficial CrowdStrike Falcon MCP server. Connect AI agents to CrowdStrike Falcon for automated security analysis and threat hunting. 148 stars and 8…SecurityOfficialYes148May 2026
DBHubby BytebaseZero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, and SQLite. Maintained by Bytebase. 2,717 GitHub stars…DatabasesOfficialYes2.7kMay 2026
Deep Researchby u14app (community)Use any LLM for deep research. Supports SSE API and MCP server. Pluggable LLM backend (Claude, GPT, Gemini, local). 4,581 GitHub stars and 3 commits…SearchCommunityYes4.6kMay 2026
Discord MCP (SaseQ)by SaseQ (community)Comprehensive community-led MCP server for Discord integration. Read messages, send replies, manage channels, and inspect servers. 298 GitHub stars…CommunicationCommunityYes298May 2026
Elasticsearch MCPby cr7258Elasticsearch and OpenSearch MCP server with index management, document CRUD, search queries, cluster health, and aggregations. 270 stars and 22…DatabasesCommunityYes270May 2026
Engramby Gentleman-Programming (community)Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5 backend, MCP server, HTTP API, CLI, and TUI. 3,341 GitHub…AI and MLCommunityNo3.3kMay 2026
Harness MCPby HarnessHarness official MCP server. CI/CD pipelines, deployments, feature flags, and chaos engineering exposed to agents. 52 GitHub stars and 74 commits on…InfrastructureOfficialYes52May 2026
Laravel Boostby LaravelLaravel-focused MCP server for augmenting AI-powered local development. Eloquent models, routes, migrations, and Artisan commands surfaced to agents.…Developer toolsOfficialNo3.5kMay 2026
MCP Brasilby Mcp-Brasil (community)MCP server providing access to 70 Brazilian public-sector APIs. Receita Federal, IBGE, Banco Central, Correios, and more. 1,543 GitHub stars and 68…APIsCommunityNo1.5kMay 2026
MCPB Desktop Extensionsby Model Context ProtocolOne-click local MCP server installation in desktop apps. Official MCPB (MCP Bundle) format from the Model Context Protocol project. 1,907 GitHub…Developer toolsOfficialNo1.9kMay 2026
Microsoft Learn MCPby Microsoft (Microsoft Docs)Official Microsoft Learn MCP Server and CLI tool. Powers LLMs and AI agents with up-to-date Microsoft Learn documentation. 1,614 GitHub stars and 4…SearchOfficialNo1.6kMay 2026
Mobile MCPby mobile-next (community)MCP server for mobile automation and scraping (iOS, Android, Web). Drive mobile apps for testing, QA, and data extraction from inside agents. 4,811…Developer toolsCommunityNo4.8kMay 2026
Obsidian MCP Toolsby jacksteamdevObsidian MCP with semantic search via embeddings and custom Templater prompts. Distinct from the existing cyanheads/obsidian-mcp-server entry: this…ProductivityCommunityYes797May 2026
Peekabooby openclaw (community)macOS CLI and optional MCP server that enables AI agents to capture screenshots of applications or the entire system, with optional visual question…Developer toolsCommunityNo3.3kMay 2026
Redis MCPby RedisOfficial Redis MCP server with natural-language interface for managing and searching Redis data. EntraID authentication for Azure Managed Redis…DatabasesOfficialYes499May 2026
Resend MCPby ResendOfficial Resend MCP for transactional and marketing email. Send, list, get, cancel, batch-send emails; manage contacts, audiences, broadcasts,…APIsOfficialYes506May 2026
SerpApi MCPby SerpApiSerpApi's official MCP server. Google, Bing, DuckDuckGo, YouTube, and other search engine results exposed to AI agents. 134 GitHub stars and 3…SearchOfficialYes134May 2026
Snowflake MCPby Snowflake-LabsThe official Snowflake MCP server. Cortex AI access, object management, SQL orchestration, and semantic view consumption. 279 GitHub stars and 2…DataOfficialYes279May 2026
Timescale Postgres AI Guideby TimescaleTimescale official MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding agents write better Postgres queries. 1,718…DatabasesOfficialYes1.7kMay 2026
Unlaby AmoyLab (community)Lightweight gateway service that instantly transforms existing APIs into MCP servers. 2,109 GitHub stars and 4 commits on main in the last 30 days.InfrastructureCommunityNo2.1kMay 2026
arXiv MCPby blazickjp (community)MCP server for searching and analysing arXiv papers. Query the arXiv catalog, retrieve abstracts, and inspect paper metadata. 2,679 GitHub stars and…SearchCommunityNo2.7kMay 2026
iOS Simulator MCPby joshuayoes (community)MCP server for interacting with the iOS Simulator. Launch simulators, install apps, run UI actions, and capture screenshots from inside agents. 1,971…Developer toolsCommunityNo2.0kMay 2026
Agentsetby agentset-ai (community)Open-source RAG platform with built-in citations, deep research, 22+ file format support. MCP integration for agent retrieval workflows. 1,983 GitHub…AI and MLCommunityNo2.0kMay 2026
Appwrite MCPby AppwriteAppwrite's official MCP server. Operate the Appwrite backend (databases, auth, storage, functions) from agents. 68 GitHub stars and 7 commits on main…CloudOfficialYes68May 2026
Argo CD MCPby Argo Project Labs (donated by Akuity)Argoproj-Labs-blessed Argo CD MCP server, originally donated by Akuity. Both stdio and HTTP-stream transports out of the box, MCP_READ_ONLY mode for…InfrastructureVendorYes416Mar 2026
Attio MCPby kesslerioCommunity Attio CRM MCP server with strong cadence: 17 commits on main in the last 30 days. License confirmed as Apache-2.0 via direct LICENSE file…ProductivityCommunityYes67May 2026
Auth0 MCP Serverby Auth0Official Auth0 MCP server connecting Claude, Cursor, Windsurf, VS Code, and Gemini to Auth0 Management APIs. Create apps, deploy Actions, debug logs,…SecurityVendorYes106Apr 2026
Axiom MCPby AxiomOfficial Axiom MCP server. Query Axiom datasets via APL (Axiom Processing Language) and inspect dashboards, monitors, and notifiers. 12 stars and 30…MonitoringOfficialYes12May 2026
Coolify MCPby StuMasonCoolify MCP with 38 optimised tools for managing self-hosted PaaS through AI assistants. 350 GitHub stars and 12 commits on main in the last 30 days.…CloudCommunityYes350May 2026
Dokploy MCPby DokployThe official MCP package for Dokploy. Self-hosted Heroku alternative for deploying applications. 240 GitHub stars and 35 commits on main in the last…CloudOfficialYes240May 2026
Godot MCPby Coding-Solo (community)MCP server for interfacing with the Godot game engine. Launch the editor, run projects, and capture debug output from inside agents. 3,630 GitHub…Developer toolsCommunityNo3.6kMay 2026
HexStrike AIby 0x4m4 (community)Advanced MCP server that lets AI agents perform offensive security tasks and red-team workflows. 8,695 GitHub stars and 1 commit on main in the last…SecurityCommunityNo8.7kMay 2026
Langfuse MCPby avivsinai (community)MCP server for Langfuse. Query LLM trace data, sessions, and observations from inside agents for debugging and observability. 85 GitHub stars and 16…MonitoringCommunityYes85May 2026
Microsoft 365 MCPby PnP (Microsoft Patterns and Practices)Manage Microsoft 365 using MCP. Wraps the CLI for Microsoft 365 (the Patterns and Practices project) as an MCP server. 104 GitHub stars and 2 commits…ProductivityOfficialYes104May 2026
Obsidian MCP Serverby cyanheadsObsidian vault MCP server with read, write, search, and surgical edit tools via the Local REST API plugin. 14 tools, three search modes (text,…ProductivityCommunityYes481May 2026
Tavily MCPby TavilyTavily Search and Extract APIs as MCP tools, with both local stdio and hosted streamable transports at https://mcp.tavily.com/mcp. 1,891 GitHub stars…SearchVendorYes1.9kMay 2026
Vapi MCPby Vapi.aiVapi.ai voice AI server SDK with MCP server module. Manage voice assistants, trigger outbound calls, and inspect call transcripts. 118 GitHub stars…AI and MLOfficialYes118May 2026
mcp-server-kubernetes (Flux159)by Flux159 (community)Community-favourite TypeScript Kubernetes MCP. Uses local kubectl plus Helm v3, distributed via npm, and ships as an mcpb extension for one-click…InfrastructureCommunityYes1.4kApr 2026
Amazon ECS MCP Serverby AWS LabsVendor-built ECS MCP server covering the full container deployment lifecycle: containerize, push to ECR, deploy via ECS Express Mode with ALB,…CloudVendorYes8.9kApr 2026
BrowserStack MCPby BrowserStackBrowserStack's official MCP server. Run cross-browser tests, inspect results, and trigger app uploads from agents. 138 GitHub stars and 11 commits on…Developer toolsOfficialYes138May 2026
Buildkite MCPby BuildkiteBuildkite's official MCP server. Inspect pipelines, builds, and jobs from agents. 49 GitHub stars and 2 commits on main in the last 30 days.InfrastructureOfficialYes49May 2026
HashiCorp Vault MCPby HashiCorpOfficial HashiCorp MCP for Vault: secrets, mounts, KV, and PKI management with stdio and Streamable HTTP transports. 9 commits on main in the last 30…SecurityOfficialYes45Sept 2025
Lighthouse MCPby danielsogl (community)MCP server that enables AI agents to perform comprehensive web audits using Google Lighthouse. Performance, accessibility, SEO, and best-practice…Developer toolsCommunityNo57May 2026
MCP Atlassianby soopersetCommunity-built MCP server for Atlassian products covering Jira and Confluence across both Cloud and Server/Data Center deployments. Supports three…ProductivityCommunityYes5.1kApr 2026
MCP-JSby r33drichards (community)MCP server that exposes a V8 JavaScript runtime as a tool for AI agents. Sandboxed JS execution for one-off computation, parsing, and transformation.…Developer toolsCommunityNo43May 2026
MCPJam Inspectorby MCPJam (community)Development platform to debug, chat, inspect, and evaluate MCP servers and MCP apps. 1,940 GitHub stars and 100 commits on main in the last 30 days.Developer toolsCommunityNo1.9kMay 2026
Mailgun MCPby MailgunMailgun's official MCP server. Send transactional emails, query logs, manage mailing lists. 55 GitHub stars and 2 commits on main in the last 30 days.CommunicationOfficialYes55May 2026
OpenRouter Multimodal MCPby stabgan (community)MCP server for OpenRouter. Chat with 300+ LLMs (Claude, Gemini, GPT), analyse images, audio, video, and generate images, speech, music, video from…AI and MLCommunityYes37May 2026
Pipedream MCPby Pipedream (Vercel)Pipedream's official MCP. Run Pipedream sources, actions, and workflows from inside agents. 184 GitHub stars and 2 commits on main in the last 30…Developer toolsOfficialYes184May 2026
Prometheus MCPby pab1it0Prometheus PromQL query MCP with both instant and range queries, metric discovery, and target inspection. 429 GitHub stars and 9 commits on main in…MonitoringCommunityYes429May 2026
Render MCPby RenderOfficial Render MCP server covering workspaces, services, deployments, logs, metrics, Postgres databases, and Key Value instances. 128 GitHub stars…CloudOfficialYes128May 2026
Rollbar MCPby RollbarOfficial Rollbar MCP server: error tracking, occurrence triage, deploy tracking, and item lifecycle for AI agents. 25 stars and 13 commits on main in…MonitoringOfficialYes25May 2026
Weights & Biases MCPby Weights & BiasesOfficial W&B MCP server for Weights & Biases Models and Weave. Query experiments, runs, sweeps, models, traces, evaluations through MCP. 50 GitHub…AI and MLOfficialYes50May 2026
kubectl MCP Serverby Rohit Ghumare (CNCF Ambassador)CNCF Landscape-listed community kubectl MCP server. 253 tools spanning kubectl, Helm, RBAC audit, cost optimisation, network diagnostics, and a 3D…InfrastructureCommunityYes877Feb 2026
AWS IAM MCPby AWS LabsOfficial AWS Labs MCP for IAM administration: users, roles, groups, policies, inline policies, access keys, and policy simulation. Read-only mode…SecurityOfficialYes8.9kMay 2026
Amazon Bedrock Knowledge Base MCPby AWS LabsOfficial AWS Labs MCP for Bedrock Knowledge Base retrieval: discover knowledge bases, query with natural language, filter by data source, and rerank…AI and MLOfficialYes8.9kMay 2026
Google Drive MCPby piotr-agierGoogle Drive MCP server. Covers Drive plus Docs, Sheets, Slides, and Calendar. OAuth 2.0 with token storage and revocation flows. File revisions…FilesCommunityYes140Apr 2026
Grafana k6 MCPby Grafana LabsOfficial Grafana k6 MCP server for load testing: run k6 scripts, query test results, manage projects, and inspect test runs in Grafana Cloud k6. 33…Developer toolsOfficialYes33May 2026
PagerDuty MCPby PagerDutyOfficial PagerDuty MCP server for incident management, on-call schedules, services, escalation policies, and event API integration. 66 GitHub stars…MonitoringOfficialYes66May 2026
AWS CloudTrail MCPby AWS LabsOfficial AWS Labs MCP for CloudTrail: 90 days of management events via lookup_events and Trino-compatible SQL queries against CloudTrail Lake Event…SecurityOfficialYes8.9kMay 2026
AWS Infrastructure as Code MCP Serverby AWS LabsAWS Labs server for Infrastructure as Code lifecycle. Validates CloudFormation templates with cfn-lint, checks compliance via cfn-guard against AWS…Developer toolsVendorNo8.9kApr 2026
Airtable MCP Serverby domdomeggSchema-aware Airtable MCP server. 9 tools covering base and table discovery, schema introspection at three detail levels, and per-record CRUD.…ProductivityCommunityYes440Mar 2026
Amazon EKS MCP Serverby AWS LabsAWS Labs server for Amazon EKS covering cluster creation via CloudFormation, full Kubernetes resource lifecycle, log retrieval, event fetching, and…CloudVendorYes8.9kApr 2026
Anything Analyzerby Mouseww (community)All-protocol network analysis tool: browser packet capture, MITM proxy, fingerprint masking, AI analysis, with seamless MCP Server integration for AI…Developer toolsCommunityNo2.4kMay 2026
Conduit MCPby steipete (community)MCP server to read, write, find, and list across filesystems and the web. Includes web fetching alongside filesystem operations. 65 GitHub stars and…FilesCommunityNo65May 2026
Context7by UpstashDocumentation quality layer that fetches current, version-specific library documentation. Resolves library IDs and returns focused doc sections so…Developer toolsVendorNo54kApr 2026
Datadog MCPby DatadogOfficial Datadog managed MCP server covering logs, metrics, traces, incidents, and dashboards. HTTP-only transport, hosted by Datadog with regional…MonitoringOfficialYes35May 2026
DuckDuckGo Search MCPby nickclydeCommunity-built DuckDuckGo Search MCP server with web search, content fetching, and intelligent text extraction. Built-in rate limiting protects…SearchCommunityNo1.0kApr 2026
ElevenLabs MCPby ElevenLabsOfficial ElevenLabs MCP server. Wraps the full ElevenLabs API surface: text-to-speech, voice cloning, speech-to-text, dubbing, sound effect…AI and MLVendorYes1.3kJan 2026
Fal.ai MCPby raveenb (community)MCP server for Fal.ai. Generate images, videos, music, and audio with the Fal.ai 600+ model catalog from inside agents. 43 GitHub stars and 1 commit…AI and MLCommunityYes43May 2026
Fast Filesystem MCPby efforthye (community)High-performance MCP server for secure filesystem operations. Optimised for large directories and bulk operations. 50 GitHub stars and 4 commits on…FilesCommunityNo50May 2026
Fivetran MCPby FivetranFivetran's official MCP server. Manage Fivetran connectors, sync runs, and destinations from inside agents. 12 GitHub stars and 4 commits on main in…DataOfficialYes12May 2026
Heroku MCPby HerokuOfficial Heroku Platform MCP server using the Heroku CLI as backbone. Tool surface covers application management, processes and dynos, add-ons,…CloudOfficialYes77May 2026
Infisical MCPby InfisicalOfficial Infisical MCP server for secrets management. 10 tools cover the full secret lifecycle plus project, environment, folder, and member…SecurityVendorYes45Apr 2026
Linode MCPby takashitoLinode Cloud Platform MCP server: AI-driven Linode resource management for instances, NodeBalancers, domains, volumes, firewalls, and Object Storage.…CloudCommunityYes17May 2026
MCP Unity Editorby CoderGamesterCommunity-built Unity Editor MCP bridge. Combines a Unity package (runs inside the editor) with a Node.js MCP server (translates between MCP clients…Developer toolsCommunityNo1.6kApr 2026
MindsDBby MindsDBMindsDB ships native MCP server support as part of the main project (mindsdb/mindsdb, 39,093 stars). Federated query layer over 200+ data sources…DatabasesVendorYes39kApr 2026
MongoDB MCP Serverby MongoDB Inc.Vendor-built MongoDB MCP server covering both direct database operations (against any MongoDB connection string) and MongoDB Atlas API operations…DatabasesVendorYes1.0kApr 2026
Neo4j MCP (Labs)by Neo4j LabsFour Neo4j MCP servers maintained by the Neo4j Field GenAI team as part of Neo4j Labs: cypher (natural-language-to-Cypher with schema introspection),…DatabasesCommunityYes940Apr 2026
Neon MCPby NeonMCP server for Neon serverless Postgres. Provides database branching, query execution, and project management. Branch-per-query makes every schema…DatabasesVendorYes594–
Netlify MCPby NetlifyNetlify's official MCP server. Inspect sites, deploys, environment variables, and edge functions from agents. 41 GitHub stars and 2 commits on main…CloudOfficialYes41May 2026
Notionby NotionKnowledge base layer providing read and write access to Notion workspaces. Query databases, create pages, update blocks, and search across your…ProductivityVendorYes85kApr 2026
Novamira MCPby use-novamira (community)MCP server that gives AI agents full access to WordPress through PHP execution and filesystem operations. 276 GitHub stars and 27 commits on main in…ProductivityCommunityYes276May 2026
Power BI Modeling MCPby MicrosoftOfficial Microsoft MCP server for Power BI semantic modelling. Bring Power BI semantic model capabilities to AI agents: tables, columns, measures,…DataOfficialYes715May 2026
RenderDoc MCPby JiaboLi-GitHubNiche dev-tools MCP for RenderDoc: GPU frame analysis and graphics-pipeline debugging from inside an AI assistant. 175 GitHub stars and 27 commits on…Developer toolsCommunityNo175May 2026
Salesforce DX MCP Serverby SalesforceOfficial Salesforce CLI org MCP server. Beta status with rapid release cadence and Apache-2.0 licensing. Wraps Salesforce DX tooling for LLM access…ProductivityVendorYes386Apr 2026
Slackby SlackTeam communication layer for reading channels, searching messages, posting updates, and managing threads. Honors Slack rate limits and surfaces…CommunicationOfficialYes85kMar 2026
Spec Workflow MCPby Pimzino (community)MCP server that provides structured spec-driven development workflows for AI coding agents. 4,170 GitHub stars and 5 commits on main in the last 30…Developer toolsCommunityNo4.2kMay 2026
Stripeby StripeFinancial intelligence layer for customer lookup, subscription management, payment history, and refund processing. Restricted keys enforce…APIsVendorYes1.5kApr 2026
Vercel MCP Adapterby VercelOfficial Vercel adapter for building MCP servers on Next.js, Nuxt, Svelte, and other frameworks. 593 stars, MIT. Pairs with the hosted Vercel…CloudOfficialYes593Apr 2026
Amazon SageMaker AI MCPby AWS LabsOfficial AWS Labs MCP for SageMaker HyperPod cluster management: deployment, node management, lifecycle operations on EKS-orchestrated or…AI and MLOfficialYes8.9kMay 2026
Browserbase MCP Serverby BrowserbaseVendor-built Browserbase MCP server combining cloud browser automation (Browserbase) with natural-language-to-action mapping (Stagehand). 6 tools:…Developer toolsVendorYes3.3kMar 2026
Excalidraw MCP Appby ExcalidrawVendor-official Excalidraw MCP server that streams hand-drawn diagrams with smooth viewport camera control and interactive fullscreen editing. Uses…DesignVendorNo4.3kMar 2026
Jira MCPby nguyenvanduocitGo-based Jira MCP for issue management, sprint planning, status transitions, comments, worklogs, history, issue relationships, version management,…ProductivityCommunityYes87May 2026
MLflow MCPby kkruglik (community)MLflow MCP server for ML experiment tracking. Query experiments, runs, registered models, and model versions with advanced filtering. 10 GitHub stars…AI and MLCommunityYes10May 2026
Make.com MCPby Make.comOfficial Make.com (formerly Integromat) MCP server for triggering scenarios, listing connections, and accessing Make automation workflows. 156 GitHub…ProductivityOfficialYes156May 2026
Miro MCPby olgasafonova (community)MCP server for controlling Miro whiteboards with AI assistants. 22 GitHub stars and 45 commits on main in the last 30 days. Tier 2 by stars; very…DesignCommunityYes22May 2026
Shopify Dev MCPby ShopifyShopify Dev MCP server. Search Shopify Admin and Storefront API documentation, retrieve schema, and inspect platform behaviour from inside agents. 30…APIsOfficialNo30May 2026
Trello MCP Serverby delorenjTrello MCP server with workspace and board discovery, list and card lifecycle, checklist management, and recent activity feed. 9 commits on main in…ProductivityCommunityYes322Oct 2025
Claude Code MCPby steipeteClaude Code as a one-shot MCP server: lets one agent invoke Claude Code as a tool inside another agent context. 1,272 GitHub stars and 1 commit on…Developer toolsCommunityYes1.3kMay 2026
GKE MCP Serverby GoogleCloudPlatform orgGoogle Kubernetes Engine MCP server in the GoogleCloudPlatform org. Adds GKE-specific tools (cluster management, upgrade risk reports, log queries)…InfrastructureVendorYes147Apr 2026
Pinecone Developer MCPby PineconeOfficial Pinecone MCP for developer workflows. Lets coding assistants search Pinecone documentation, list and configure indexes, generate code…AI and MLVendorYes65Feb 2026
PlanetScale MCPby PlanetScalePlanetScale's official MCP server. Branch-and-deploy MySQL-compatible workflows (databases, branches, deploy requests) exposed to agents. Early…DatabasesOfficialYes4May 2026
Podman MCP Serverby Marc Nuri (Red Hat-aligned maintainer)Multi-runtime MCP for Podman and Docker. Auto-detects runtime: Podman REST API via Unix socket preferred, Docker CLI fallback. Apache-2.0, triple…InfrastructureCommunityNo70Feb 2026
Trivy MCPby Aqua SecurityOfficial Aqua Security Trivy plugin that turns Trivy scanning capabilities into an MCP server. Distributed as a Trivy plugin: `trivy plugin install…SecurityVendorNo37Dec 2025
Wikipedia MCPby Rudra-raviWikipedia retrieval MCP server: fetch articles, search, and pull structured Wikipedia content into agent context. 239 stars and 4 commits on main in…SearchCommunityNo239May 2026
Asana MCP Serverby roychriAsana MCP server with 33 tools covering workspaces, projects, tasks, subtasks, dependencies, project status, sections, and stories. READ_ONLY_MODE…ProductivityCommunityYes138May 2026
CircleCI MCP Serverby CircleCIOfficial CircleCI-Public MCP server for build-failure triage, flaky-test detection, and pipeline operations. 17-tool surface, npm + Docker…InfrastructureVendorYes84May 2026
Discord MCPby barryyip0625Discord bot integration covering messages, channels, forums, roles, and webhooks. 43-tool surface for Discord server administration. 80 stars and 2…CommunicationCommunityYes80May 2026
Okta MCP Serverby OktaOfficial Okta IAM MCP. Full CRUD on users, groups, applications, and policies via the Okta Python SDK. Two authentication methods (Device…SecurityVendorYes31Apr 2026

Where to go next

Questions people ask

How do I install an MCP server?

Open the server’s detail page and the provider’s current setup guide for your client. Connection examples are included where recorded; they are starting points to check against the current server and client versions, not a promise that every listing has a configuration for every client. A local server may require a package, runtime and client configuration. A hosted server may connect through a URL and an authentication flow instead. Confirm the transport, required credentials and enabled tools, then try a bounded task before relying on the connection.

What is the difference between stdio, SSE, and Streamable HTTP?

stdio is the default for local servers. The client spawns the server as a subprocess and talks over standard input/output. Fast, simple, and the server runs on your machine. SSE (Server-Sent Events) and Streamable HTTP are network transports. The server runs anywhere reachable over HTTPS and streams responses back. Use these for team-shared servers, cloud connectors, or anything you prefer to keep off your local machine.

How do you score servers?

Scores are existing editorial assessments recorded for individual servers. The accompanying notes may discuss tool coverage, setup, documentation, permissions and security considerations; the available detail and review dates vary by record. The practical workflow reviews for Firecrawl, GitHub and Exa are separately dated documentation reviews. They do not assign new ratings or establish that installation and tool execution have been tested. Compatibility labels, directory listings and hands-on checks are separate signals.

Is it safe to install a community server?

Directory inclusion, an editorial score or an official provider label is not a security certification. Check the source, maintenance, requested permissions and provider guidance. A locally run process may inherit your user permissions; remote services have their own access and data-handling considerations. Use credentials limited to the task, review the enabled tools and try an authorised test environment first. Recorded security notes can help identify questions to investigate. A documentation review does not establish that a server has passed installation testing or a security assessment.

Which clients support MCP?

Support depends on the client version, server transport and deployment. The directory’s compatibility labels describe recorded support; they do not by themselves show that a particular client and server combination has been installed and tested. Check the current setup instructions from the client and server providers. Where a record names a testing scope or date, read those details separately from its compatibility labels before choosing your configuration.

How do I submit a server to this directory?

Open a PR against our public server index, or reach out via the submit form on the contact page. We accept editorial submissions only. Every listing is editorially chosen.

Does AutomationSwitch build MCP servers?

Our parent company Scaletific does, specifically for internal APIs, proprietary systems, and infrastructure that falls outside commodity SaaS. AutomationSwitch itself is the editorial and directory side. If the directory covers your use case, install and go. If you need something custom, the Scaletific CTA below is where to start.