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GitHub's official server for repos, issues, PRs, and Actions — local Docker or hosted remote.
Official MCP reference server that fetches a URL and returns its content as clean Markdown, with chunking.
Official MCP server for reading, searching, and manipulating a local Git repository's files and history.
LSP-powered coding agent toolkit: semantic symbol search, references and structural edits.
Official AWS Labs MCP server to manage and query S3 Tables (table buckets, namespaces, tables).
Exa's neural web search and crawling MCP server — runs locally via npx or as a hosted remote endpoint.
Popular community Playwright + API testing MCP server with codegen, screenshots, and device emulation.
Generate 26+ chart types and data visualizations using AntV, for chart generation and data analysis.
Official Notion server to read, search, create, and update pages and databases in your workspace.
Official Browserbase cloud-browser MCP built on Stagehand — natural-language act/extract/observe.
Give AI assistants full access to shadcn/ui v4 components, blocks, demos, and metadata across React, Svelte, Vue, and React Native.
Official Supabase server: manage tables, run SQL, branches, configs and edge functions from your AI client.
Official Perplexity MCP server — web search, ask, deep research, and reasoning via Sonar models.
Manage serverless Postgres on Neon with natural language: projects, branches, migrations, and SQL.
Read-only (optionally write) access to MySQL databases for LLMs — inspect schemas and run SQL queries.
Powerful Slack MCP with stdio/SSE/HTTP, DMs, group DMs and no-admin token auth
Go-native MCP server for Kubernetes and OpenShift — manage pods, resources, Helm, Tekton, and more.
Official MongoDB server connecting Atlas, Community, or Enterprise deployments to AI tools.
Popular community server wrapping kubectl and Helm for cluster management via natural language.
HashiCorp's official server for Terraform Registry providers, modules, and IaC workflows.
Official Apify MCP server — search and scrape the web via thousands of ready-made Actors; local or remote.
Connect Claude, GPT, and Gemini to ROS/ROS 2 robots via rosbridge, with no changes to robot source code.
Popular no-API-key MCP server for DuckDuckGo web search plus page fetching and parsing.
Official Brave Search MCP server: web, local, image, video, news search and AI summarization.
Official Qdrant server using a vector collection as semantic memory: store and find embeddings.
Official hosted Sentry MCP for investigating issues, errors, traces and performance data.
Control your entire Kubernetes infrastructure through natural language conversations with AI.
Let AI agents control a real web browser to browse, navigate, and extract data via browser-use + Playwright.
Alpaca's official trading server for stocks, ETFs, options, and crypto in plain English.
Query local DuckDB files, in-memory DBs, S3, or MotherDuck cloud with read/write SQL.
Access Microsoft 365 and Office services (Outlook, Calendar, OneDrive, Excel, Teams, SharePoint) via the Graph API.
Atlassian's official hosted MCP server for Jira and Confluence Cloud — search, create, update.
Community server to manage Docker containers, images, volumes, and Compose stacks via agents.
Official Redis server: natural-language access to keys, search, and data structures in Redis.
Official Elastic server: list indices, read mappings, and search with Query DSL.
Official Chroma server: create collections and run vector, full-text, and metadata search.
Run Apify's RAG Web Browser and 5,000+ Actors as MCP tools — web search and scrape to clean markdown.
Connect AI agents to a LINE Official Account via the LINE Messaging API.
Surgical Obsidian vault editing — read, write, search, and patch notes, tags, and frontmatter.
Retrieve transcripts and subtitles from YouTube videos through a simple MCP interface.
High-performance community ClickUp server for tasks, docs, chat, time tracking, and more.
Read and write access to Airtable bases — inspect schemas, query, and modify records, tables, fields, and comments.
Deploy HTML, folders, or full-stack projects to Tencent EdgeOne Pages and get a public URL.
Run model-generated code in a secure, isolated E2B cloud sandbox.
Lightweight community Todoist server for natural-language task create, update, and search.
Interact with 60+ EVM chains: balances, transfers, contracts, ENS, and ABI fetching.
VS Code extension exposing the editor's file, symbol, diagnostics and shell capabilities to MCP clients.
Interact with Trello boards — cards, lists, comments — with built-in rate limiting and type safety.
Run PromQL queries and analyze Prometheus metrics from any MCP client.
Stock fundamentals, prices, SEC filings, news, and crypto data from Financial Datasets.
Browser automation via Playwright — let LLMs navigate, click, fill forms, screenshot, and run JS in a real browser.
Intuit's official local MCP server exposing QuickBooks Online accounting data as callable tools.
Community Puppeteer MCP server that can launch a browser or attach to an existing Chrome window.
Official PayPal server for invoices, orders, payments, disputes, subscriptions, and catalog.
Datadog's managed remote server: query logs, metrics, traces, monitors and incidents.
Honeycomb observability via AI: query datasets, alerts and boards (community + official).
Generate Apache ECharts charts locally from AI for chart generation and data analysis.
Official CircleCI MCP server: inspect and fix failed builds, query pipelines in natural language.
Let LLMs run shell commands and processes on the host machine via a single run_process tool.
Run kubectl, helm, istioctl, and argocd against your clusters from Claude in a secure Docker sandbox.
Official Dynatrace server: run DQL over logs, events, spans and metrics.
Connect AI assistants to Bitbucket Cloud repositories, pull requests, and code via 6 generic API tools.
Native macOS integration with Apple Reminders and Calendar via EventKit
Community server bridging LLMs to 100+ crypto exchanges via the CCXT library for data and trading.
Query Axiom logs and events with APL via Axiom's hosted remote MCP server.
Expose any FHIR server or API as MCP tools to search, read, and write clinical data with SMART-on-FHIR auth.
Real-time framework docs (types + prose + examples) for any npm package via MCP.
Control a Freqtrade crypto trading bot through its REST API from any MCP-compatible AI agent.
Plaid's local MCP server to generate mock financial data and exercise sandbox APIs.
Operate Alibaba Cloud resources (ECS, VPC, RDS, OSS, CloudMonitor, OOS) from AI assistants via MCP.
Integrate LeetCode problems, solutions, contests, and user data into MCP clients, supporting leetcode.com and leetcode.cn.
Search and manage your Discogs music catalog, collection, wantlist, and marketplace from your AI client.
Bot-token Slack MCP for posting, reading channels and searching messages
Connect AI to Last9 production observability: logs, metrics, traces, exceptions and alerts.
Query distributed traces in Grafana Tempo with TraceQL (archived; Tempo now has embedded MCP).
Official Buildkite MCP server to inspect pipelines, builds, jobs and tests and fix failed builds.
Query New Relic via NerdGraph: entity search, NRQL, deployments and infrastructure.
Community server for image, video, music, and audio generation across fal.ai models.
Community server that captures website screenshots via the ScreenshotOne API.