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Official MCP server providing persistent, file-backed knowledge-graph memory across sessions.
Gives AI assistants deep knowledge of 2,000+ n8n nodes, plus optional workflow management on your own n8n instance.
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.
Official AWS Labs MCP server to manage and query S3 Tables (table buckets, namespaces, tables).
Fully managed remote server for AWS docs, blogs, What's-New and Well-Architected guidance — no key.
Automate your existing browser with AI using your real profile, logged-in sessions, and stealth fingerprint.
Platform-agnostic mobile automation for iOS & Android — simulators, emulators, and real devices.
All-in-one web access MCP — Web Unlocker, SERP, Scraper API, and a cloud Scraping Browser.
macOS screen capture, AI visual analysis, and full GUI automation for AI agents.
Cloudflare's hosted remote MCP server for searching Cloudflare developer docs; no auth required.
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.
Production-ready MCP server for real-time web search, content extraction, site mapping, and crawling.
Official Apify MCP server — search and scrape the web via thousands of ready-made Actors; local or remote.
Control DaVinci Resolve Studio from AI assistants via the official Scripting API, with source-safe media tooling.
Multi-agent collaboration protocol: orchestrate specialized AI agents over MCP with a shared knowledge graph.
Autonomous browser agent that evaluates and debugs your web app end-to-end from your IDE.
Official Qdrant server using a vector collection as semantic memory: store and find embeddings.
On-premises RAG over your local files (PDF, DOCX, CSV, MD, TXT), queryable from Claude via MCP.
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.
Selenium WebDriver MCP server — cross-browser automation for Chrome, Firefox, Edge, and Safari.
AI-driven mini Kubernetes dashboard with a built-in MCP server exposing 49 cluster operation tools
AI data quality evaluation server exposing Dingo's rule- and LLM-based checks over MCP.
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.
Official SonarQube MCP server: bring code quality, security, and coverage analysis from SonarQube Server or Cloud into AI agents.
Official Pinecone server: manage indexes, upsert/search records, rerank, and search Pinecone docs.
Document format conversion (Markdown, HTML, LaTeX, DOCX, PDF, and more) via Pandoc over MCP.
Turn any web page into structured data — AgentQL's prompt-driven extraction as a single MCP tool.
Semantic search and progressive loading of Claude Agent Skills for any MCP-compatible AI assistant.
Ingest, search, and RAG over data from Slack, Discord, Google Drive, GitHub, Jira, Linear and more via Graphlit.
Gives AI coding assistants up-to-date, crate-specific Rust documentation via semantic search and LLM summarization.
Box's official hosted MCP server for secure, OAuth-gated access to enterprise content in Box.
Let AI assistants work directly with Firebase Firestore, Storage, and Authentication.
Generate Apache ECharts charts locally from AI for chart generation and data analysis.
Connect LLMs to the Milvus vector database for vector, text, and hybrid search plus collection management.
Automate and inspect Firefox via WebDriver BiDi (Selenium) from any MCP client.
MCP server + embedded terminal that lets Claude Code see, edit, and run your ComfyUI workflows.
On-demand open-source tax & accounting skills for AI agents across 130+ jurisdictions, via MCP.
Send, read and search Instagram DMs from your AI client: 22 tools for messages, media, threads and user lookups.
Render Mermaid diagrams in Claude Code with live-reload browser preview and SVG/PNG/PDF export.
Multi-cluster Kubernetes MCP server with 59 tools for resources, pods, nodes, deployments and YAML.
Unified MCP hub that aggregates all your MCP servers into one connection, with knowledge, memory, and tools.
Operate Alibaba Cloud resources (ECS, VPC, RDS, OSS, CloudMonitor, OOS) from AI assistants via MCP.
Native Safari browser automation for AI agents on macOS — 80 tools, your real logged-in browser, no Chrome.
Official Recraft server for raster and vector image generation, vectorization, and editing.
Manage Storyblok spaces, stories, components, assets, and workflows from your AI assistant.
Access Qiniu Cloud storage, smart multimedia, CDN, and live streaming from your AI client.
Context compaction for AI coders: token-efficient, AST-level code intelligence across 17+ languages.
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。
Real-time prediction market odds and prices from Polymarket, PredictIt, and Kalshi. No API keys required.
Turn any source code repo into a searchable, AI-queryable knowledge base inside Claude or Cursor.
Access S3, Azure Blob, Google Cloud Storage and many more storage services through one unified MCP interface.
Universal interface between AI agents and Alibaba Cloud Hologres — query metadata, run SQL, diagnose performance.
Give AI agents control of your real Chrome browser with existing sessions, cookies, and logins.
Local MCP server for surgical, formatting-preserving edits to existing Word (.docx) and OpenDocument (.odt) files.
Manage Label Studio projects, tasks, and model predictions from your MCP client via the label-studio-sdk.
Multi-DEX perpetual futures MCP server for Pacifica, Hyperliquid, Lighter & Aster — market data, trading, and funding-rate arbitrage.
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.
Retrieve from your Agentset RAG knowledge base directly inside Claude, Cursor, and other MCP clients.
Let AI agents run code inside live, stateful R sessions for real data-analysis workflows.
Search your product docs and content via Inkeep's RAG, exposed as an MCP tool.
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.