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Google's official MCP server with prebuilt BigQuery tools, querying datasets via Application Default Credentials.
Official AWS Labs server that lets agents call any AWS API via the AWS CLI surface.
Official AWS Labs MCP server to manage and query S3 Tables (table buckets, namespaces, tables).
Official Firecrawl MCP server — scrape, crawl, map, search, and structured extraction for any LLM client.
Self-hosted MCP server for Jira and Confluence Cloud and Server/Data Center.
All-in-one web access MCP — Web Unlocker, SERP, Scraper API, and a cloud Scraping Browser.
Generate 26+ chart types and data visualizations using AntV, for chart generation and data analysis.
Connect Claude, Cursor & Windsurf to the Unity Engine for AI-driven game development in Editor and Runtime.
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.
Microsoft's official Azure MCP server, including Azure Blob Storage container and blob tools.
Linear's official hosted MCP server — find, create, and update issues, projects, and comments.
MCP server for AI image & video generation across 9 models, with a 1,446-prompt library and parallel sub-agent orchestration.
HashiCorp's official server for Terraform Registry providers, modules, and IaC workflows.
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.
把腾讯云 CloudBase 接入 AI IDE,让 AI 生成的应用从提示词一键部署上线。
Official ClickHouse server: read-only SQL queries plus database/table exploration and chDB support.
Structural code navigation, persistent memory, and Bash output compaction for AI coding agents.
Google's gcloud-mcp Storage server for managing GCS buckets and objects via natural language.
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.
Archived official Mem0 server for long-term agent memory: add, search, update, and delete memories via the Mem0 API.
Let AI agents open and manage secure HTTP/TCP/UDP tunnels to local services over stdio.
Deploy apps and folders to Google Cloud Run directly from MCP-compatible AI agents.
Official Chroma server: create collections and run vector, full-text, and metadata search.
Official SonarQube MCP server: bring code quality, security, and coverage analysis from SonarQube Server or Cloud into AI agents.
Make your meetings accessible to AI agents — let them join, talk, and act in Zoom, Meet & Teams calls in real time.
CLI and MCP server for YouTube — upload, optimize, and manage videos, playlists, comments, and channel branding.
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.
Provider-agnostic email MCP over IMAP/SMTP — read, search and send from any mailbox
Box's official hosted MCP server for secure, OAuth-gated access to enterprise content in Box.
Hyperbrowser's cloud browser MCP — scrape, crawl, extract structured data, run CUA/Claude/Browser-Use agents.
Natural-language queries to MySQL/PostgreSQL via XiYanSQL text-to-SQL
Drive your Opik LLM-observability workspace from your AI host — read traces, log scores, save prompts, ask Ollie.
Give Claude access to all 200+ AWS services through the AWS CLI.
Manage Confluent Cloud, Confluent Platform & Apache Kafka via natural language — 50+ tools across Kafka, Flink, Schema Registry & more.
Connect AI assistants to Bitbucket Cloud repositories, pull requests, and code via 6 generic API tools.
Manage Google Tasks from your AI assistant — list, search, create, update, and delete tasks.
Secure, read-only access to Google BigQuery datasets for LLMs, with field-level PII/PHI protection.
AI agents search, triage, comment, vote, and manage feedback & changelogs in Quackback.
Inspect BigQuery schemas and run SQL queries from your LLM client.
Operate Alibaba Cloud resources (ECS, VPC, RDS, OSS, CloudMonitor, OOS) from AI assistants via MCP.
Hosted remote MCP for email, calendar and contacts across Gmail, Outlook, IMAP
Manage Redis Cloud subscriptions, databases, and tasks with natural language.
Expose actions from your connected Membrane integrations to AI agents as MCP tools.
Access Qiniu Cloud storage, smart multimedia, CDN, and live streaming from your AI client.
Real-time web search for MCP clients via a self-hosted crawler API over stdio.
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。
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.
Official MCP server for InfluxDB 3 (Core/Enterprise/Cloud) — query, write, and manage databases and tokens.
Converts raw HTML into compressed, AI-readable page maps (97% token reduction) so agents can read and act on any web page.
Drive Chrome, Firefox, Edge, Safari and iOS/Android apps with WebDriverIO, locally or on cloud devices.
Describe a cloud architecture in English; get Terraform, cost estimates, and compliance checks across AWS/GCP/Azure.
Official Cloudinary server to upload, transform, and manage media assets via natural language.
Control Kestra workflow orchestration — manage flows, executions, files, KV and more from your AI client.
Query and explore YDB databases from any MCP-compatible LLM using natural language.
Adaptive prep for the Claude Certified Architect exam: 390 questions, spaced repetition, guided capstone, zero sycophancy.
Manage Turso databases and run SQL from an agent, with separate read-only and destructive query tools.
Give agents Pulumi powers: browse the provider registry, preview and deploy stacks, and search deployed resources.