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Microsoft's official browser-automation MCP using Playwright's accessibility tree (no vision model).
Official MCP reference server for secure local filesystem read/write within allowed directories.
Official MCP server providing persistent, file-backed knowledge-graph memory across sessions.
Structured step-by-step reasoning tool for breaking problems into revisable thought sequences.
Up-to-date, version-specific library documentation injected into your coding agent.
Gives AI assistants deep knowledge of 2,000+ n8n nodes, plus optional workflow management on your own n8n instance.
Official Firecrawl MCP server — scrape, crawl, map, search, and structured extraction for any LLM client.
Powerful local filesystem + terminal MCP server: search, diff-edit files, and run shell commands.
Build, run, and debug iOS & macOS apps in Xcode from your AI coding agent.
Connect MCP clients to a running JetBrains IDE (IntelliJ, PyCharm, WebStorm, Android Studio).
Cloudflare's hosted remote MCP server for searching Cloudflare developer docs; no auth required.
Official Browserbase cloud-browser MCP built on Stagehand — natural-language act/extract/observe.
Official Supabase server: manage tables, run SQL, branches, configs and edge functions from your AI client.
Convert PDFs, Office docs, images, audio, and web pages into Markdown for LLM consumption.
Microsoft's official Azure MCP server, including Azure Blob Storage container and blob tools.
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.
Bring Azure DevOps context — work items, repos, pipelines, wikis, test plans — to your AI agents.
Popular community GitLab MCP server for projects, MRs, issues, pipelines, wikis and releases.
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.
MCP server for AI image & video generation across 9 models, with a 1,446-prompt library and parallel sub-agent orchestration.
Popular community server wrapping kubectl and Helm for cluster management via natural language.
Official Apify MCP server — search and scrape the web via thousands of ready-made Actors; local or remote.
Official Brave Search MCP server: web, local, image, video, news search and AI summarization.
Free, no-rate-limit Figma MCP server with full read/write via a plugin bridge — no REST API token needed.
Official hosted Sentry MCP for investigating issues, errors, traces and performance data.
Gmail MCP with auto OAuth: send, search, label and manage email
AI-powered discovery and documentation for the @reactuses/core React Hooks library.
Control your entire Kubernetes infrastructure through natural language conversations with AI.
AI-friendly MCP server for the Notion API — find, read, query, and update Notion workspaces with compact, agent-ready responses.
Google's gcloud-mcp Storage server for managing GCS buckets and objects via natural language.
Private metasearch via your own SearXNG instance — popular community MCP server for self-hosted search.
Research code like a senior staff engineer: GitHub, local FS, and LSP intelligence wired into your AI assistant.
AI-powered IDE assistance for the Intlayer i18n ecosystem: docs, CLI, and dictionary management.
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.
CLI and MCP server for YouTube — upload, optimize, and manage videos, playlists, comments, and channel branding.
Official Pinecone server: manage indexes, upsert/search records, rerank, and search Pinecone docs.
Official monday.com MCP server — agents create boards and items, update columns, and run GraphQL against your work OS.
Run model-generated code in a secure, isolated E2B cloud sandbox.
AI-powered Bazi (Chinese Four Pillars) calculator for accurate destiny and personality data.
Connect your LLM/MCP client to Binary Ninja for AI-assisted reverse engineering and malware analysis.
Golang-based MCP server connecting to Kubernetes — list, get, create and modify resources, read logs, run commands.
Interact with Trello boards — cards, lists, comments — with built-in rate limiting and type safety.
Geospatial intelligence for AI: geocoding, POI search, routing, isochrones, matrices, and static maps via Mapbox APIs.
Let AI assistants read, control, and observe your tmux terminal sessions, windows, and panes.
Intuit's official local MCP server exposing QuickBooks Online accounting data as callable tools.
Give AI agents access to 200+ accessible KoliBri Web Component samples, specs, and docs over MCP.
Official Docker Hub MCP server for searching images, reading metadata and managing repositories.
Honeycomb observability via AI: query datasets, alerts and boards (community + official).
Official CircleCI MCP server: inspect and fix failed builds, query pipelines in natural language.
Drive Autodesk Revit from AI: query, create, modify, and delete BIM elements via a TypeScript server and C# add-in.
Grounded access to the FLOX trading framework surface for AI coding agents.
Drive your Opik LLM-observability workspace from your AI host — read traces, log scores, save prompts, ask Ollie.
Extract text, images, and metadata from local or URL PDFs as structured output, dir-confined.
Official Dynatrace server: run DQL over logs, events, spans and metrics.
Automate SolidWorks over COM from your AI client: sketches, features, drawings, exports and VBA generation (alpha).
MCP server to search Bilibili videos and fetch trending lists, video details, UP-host info, and anime schedules.
Search TikTok, pull post details, and extract video subtitles into your AI agent via the TikNeuron API.
Run arbitrary JavaScript in ephemeral Docker containers with on-the-fly npm dependency installation.
Real-time framework docs (types + prose + examples) for any npm package via MCP.
Operate Alibaba Cloud resources (ECS, VPC, RDS, OSS, CloudMonitor, OOS) from AI assistants via MCP.
Community server generating images and SVG assets via Replicate's Flux models.
Connect AI to Last9 production observability: logs, metrics, traces, exceptions and alerts.
DigitalOcean's App Platform MCP: deploy apps, tail logs, roll back. Archived — superseded by mcp-digitalocean.
Manage Heroku apps, dynos, add-ons, pipelines, and Postgres from your AI agent via the official Heroku CLI.
Official Recraft server for raster and vector image generation, vectorization, and editing.
Search NPM, crates.io, NuGet, PyPI, Go registries and GitHub Security Advisories for up-to-date package info.
Real-time web search for MCP clients via a self-hosted crawler API over stdio.
Community server that captures website screenshots via the ScreenshotOne API.
Render screenshots of any website and return them as images, via the ScreenshotOne API.
无需编码即可让大模型接入腾讯云对象存储 (COS) 与数据万象 (CI) 的存储与处理能力。
Cross-chain and same-chain crypto swaps, fee estimation, and trade execution for AI agents via the deBridge protocol.
Official Cloudinary server to upload, transform, and manage media assets via natural language.
Retrieve from your Agentset RAG knowledge base directly inside Claude, Cursor, and other MCP clients.
AI code quality gate that detects hallucinated imports, stale APIs, over-engineering, and security anti-patterns in AI-generated code.
Community MCP server for the Mixpanel API — query events, funnels, retention, and user profiles from Claude or Cursor.
Manage Turso databases and run SQL from an agent, with separate read-only and destructive query tools.
Shopify's official dev server: learn Shopify APIs, search docs, and validate GraphQL, Liquid and component code locally.
Give agents Pulumi powers: browse the provider registry, preview and deploy stacks, and search deployed resources.