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GitHub's official server for repos, issues, PRs, and Actions — local Docker or hosted remote.
Temporal knowledge-graph memory for agents: add episodes and search facts over FalkorDB or Neo4j, from Zep.
One hosted MCP server for 2,800+ apps and 10,000+ tools, with Pipedream Connect managing OAuth for your users.
Create, manage, and query your InstantDB apps, schemas, permissions, and data from your AI editor.
Build, run, and debug iOS & macOS apps in Xcode from your AI coding agent.
Generate beautiful, modern UI components from natural-language descriptions inside your IDE.
Index local code into a graph database to give AI assistants deep, queryable code context.
MCP server that works alongside an LLM to build validated Vizro charts and dashboards.
Connect Claude to Ableton Live — create tracks, write MIDI clips, load instruments, and build full arrangements.
Render Semiotic charts, validate configs, and get chart recommendations via MCP tool calls.
Convert PDFs, Office docs, images, audio, and web pages into Markdown for LLM consumption.
Intelligent task management for AI agents: plan, decompose, and execute dev tasks with persistent memory.
Control Unreal Engine 5.5 from AI clients — spawn actors, build Blueprints, and wire node graphs via natural language.
Bring Azure DevOps context — work items, repos, pipelines, wikis, test plans — to your AI agents.
Autonomous browser agent that evaluates and debugs your web app end-to-end from your IDE.
MathWorks' official server that lets agents start MATLAB, write and run code, lint scripts, and execute test files.
Run Facebook & Instagram (Meta) Ads end to end from your AI client — launch campaigns, upload creatives, edit budgets, analyze performance.
Next.js development tools for coding agents: runtime diagnostics, upgrades, docs, and Cache Components migration.
AI-powered IDE assistance for the Intlayer i18n ecosystem: docs, CLI, and dictionary management.
Official Elastic server: list indices, read mappings, and search with Query DSL.
Shell and coding agent for Claude and other MCP clients with tightly integrated shell and file-editing tools.
One command grammar to search and pivot across PubMed, ClinVar, ClinicalTrials.gov, and dozens of biomedical sources.
Cut Claude Code context usage 60-90% via caching, Brotli compression, and smart tool replacements.
Control Android devices with AI through the Model Context Protocol via ADB.
Chat with your robotics, drone, and IoT data — deterministic SQL over ROS, PX4, ArduPilot & Betaflight logs.
Comprehensive Xcode integration for AI assistants: projects, builds, tests, simulators, SPM and CocoaPods.
Netlify's official server to create, build, deploy, and manage Netlify sites from your agent.
Intuit's official local MCP server exposing QuickBooks Online accounting data as callable tools.
Official Docker Hub MCP server for searching images, reading metadata and managing repositories.
Official CircleCI MCP server: inspect and fix failed builds, query pipelines in natural language.
Grounded access to the FLOX trading framework surface for AI coding agents.
MCP server + embedded terminal that lets Claude Code see, edit, and run your ComfyUI workflows.
Automate SolidWorks over COM from your AI client: sketches, features, drawings, exports and VBA generation (alpha).
Natural-language control of NVIDIA Isaac Sim — spawn robots, build scenes, and run simulations via MCP.
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.
Deep research for crypto tokens — free and fully local, across CoinGecko, DeFiLlama, and more.
Centralize ESP-IDF/ESP32 commands and drive embedded builds, flashing, and tests via LLM-driven MCP tools.
Connect Claude to Jupyter Notebook 6.x to insert, execute, edit and manage cells via MCP.
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.
Semantic code search & navigation for AI agents — jump to the exact functions and chunks instead of reading whole files.
Official Jenkins plugin that turns your controller into an MCP server — agents query jobs, trigger builds, read logs.
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.
Prisma's official MCP: run migrations, provision Prisma Postgres, execute SQL and manage backups from your agent.
Manage Bitrise apps, builds, artifacts, pipelines and releases from your AI assistant.
Persistent, interactive PTY terminal for AI agents over MCP — SSH, REPLs, password prompts, long-running jobs.
Expose actions from your connected Membrane integrations to AI agents as MCP tools.
Context compaction for AI coders: token-efficient, AST-level code intelligence across 17+ languages.
Official Flowbite MCP server: access 60+ Tailwind CSS components, generate branded themes, and convert Figma to code.
Give any coding agent instant semantic knowledge of your codebase — one tool call instead of 19, ~20x fewer tokens.
Render screenshots of any website and return them as images, via the ScreenshotOne API.
Give AI assistants Roslyn semantic analysis and the Visual Studio Debugger via MCP — 41 tools.
Official MCP server for InfluxDB 3 (Core/Enterprise/Cloud) — query, write, and manage databases and tokens.
Check Maven dependency versions and look up the latest releases from Maven Central in real time.
Official remote MCP servers for the Infobip CPaaS platform — send SMS, WhatsApp, Email, Voice, run 2FA, and manage customer data.
Cross-chain and same-chain crypto swaps, fee estimation, and trade execution for AI agents via the deBridge protocol.
Context-aware knowledge base for Klever blockchain smart-contract development on the Klever VM SDK.
Scrape websites, search engines, eCommerce, and social media for AI agents via Decodo's Web Scraping API.
Comprehensive Gemini API integration for MCP hosts with intelligent model selection and file handling.
Query and manage Algolia search indices from an agent: search, settings, analytics, A/B tests, and Recommend.
Maven Central dependency intelligence for JVM build tools: versions, upgrades, CVEs, licenses, and POM-aware analysis.
Explore .NET assemblies, namespaces, types and NuGet packages via reflection so AI agents write accurate code.
Exposes build123d CAD operations as MCP tools so AI assistants can build, inspect, and iterate on 3D geometry interactively.
Control JetBrains TeamCity CI/CD — builds, tests, agents, and configs — from AI coding assistants.
Adaptive prep for the Claude Certified Architect exam: 390 questions, spaced repetition, guided capstone, zero sycophancy.
Community MCP server for the Mixpanel API — query events, funnels, retention, and user profiles from Claude or Cursor.
Wix's official hosted MCP: search Wix docs, generate platform code, and call real site APIs from your AI client.
Shopify's official dev server: learn Shopify APIs, search docs, and validate GraphQL, Liquid and component code locally.
Canva's hosted MCP server: agents create, edit, search and export Canva designs via OAuth at mcp.canva.com/mcp.