Explore 1891+ MCP Servers

Provides a unified TypeScript-based database server for seamlessly connecting to SQLite, PostgreSQL, SQL Server, and MongoDB, enabling flexible database interactions through server-sent events and standard I/O communication modes.

Integrates with Google AI Studio/Gemini API to process multimodal content including images, videos, audio, PDFs, and text files for content generation, analysis, and document conversion tasks.

A drop-in memory upgrade for your coding agent

AWS Documentation

Official Remote

Provides tools to access AWS documentation, search for content, and get recommendations.

Provides direct access to Amazon S3 storage for listing buckets, browsing objects, and retrieving file contents with automatic text extraction from PDFs and other file types.

Provides advanced code graph analysis through specialized agents for parsing, indexing, querying, and semantic search across codebases with Tree-sitter parsing for multiple languages, SQLite vector storage, and hybrid search combining structural graph traversal with semantic similarity for code review workflows, refactoring analysis, and natural language codebase understanding.

Tencent CloudBase

Official

Enables AI systems to deploy, monitor, and manage full-stack applications on Tencent CloudBase through tools for cloud environments, databases, functions, hosting services, and storage resources.

ClickHouse

Official

Unlock powerful analytics with the ClickHouse MCP Server—seamlessly run, explore, and manage SQL queries across ClickHouse clusters or with chDB’s embedded OLAP engine. This server offers easy database and table listing, safe query execution, and flexible access to data from files, URLs, or databases. Built-in health checks ensure reliability, while support for both ClickHouse and chDB enables robust data workflows for any project.

F

Fetch and Convert

Remote

Fetches and converts web content to Markdown using JSDOM and Turndown.

Streamlines MCP server creation with a structured development protocol and example templates, offering an npx-invokable tool for efficient setup of server scaffolds.

Integrates with Prometheus monitoring systems to provide direct access to time-series metrics through specialized tools for discovering available metrics and labels, retrieving metadata and target information, and executing PromQL queries for real-time performance analysis and operational intelligence.

Integrates with Datadog monitoring platform to provide access to metrics, logs, dashboards, monitors, and incidents for DevOps and SRE workflows

Provides a bridge to Apache Airflow for managing and monitoring workflows through natural language, enabling DAG management, task execution, and resource administration without leaving your assistant interface.

Integrates with GitLab's API to manage projects, issues, merge requests, pipelines, and CI/CD workflows with 22 specialized tools including pipeline control, job log analysis, branch browsing, and user management.

Integrates with Feishu (Lark) to enable document retrieval, messaging, and collaborative features directly within workplace conversations through a TypeScript implementation that runs as either a CLI or HTTP server.

Provides secure access to YggTorrent through an unofficial API wrapper, enabling torrent searching with category filtering, detailed metadata retrieval, and magnet link generation with automatic passkey injection for authenticated downloads.

Use Claude Code with less capable LLMs.

Integrates with the FlyonUI component library to provide access to block metadata, component code, and structured workflows for creating, inspiring from, and refining UI components through conversational commands.

dbt

Official

Provides a bridge between dbt (data build tool) resources and natural language interfaces, enabling execution of CLI commands, discovery of model metadata, and querying of the Semantic Layer for data transformation management.

Bridges Google's Agent-to-Agent protocol with MCP, enabling agent discovery, registration, message sending, and task management through protocol translation between A2A's JSON-RPC messaging and MCP's tool-based interface.

Integrates with Bitbucket's REST APIs to enable repository management, pull request handling, and workspace operations with TypeScript-based error handling and pagination support