MCP Server Directory

Reference / test server with prompts, resources, and tools.

Secure file operations with configurable access controls.

Knowledge graph-based persistent memory system.

Dynamic and reflective problem-solving through thought sequences.

Time and timezone conversion capabilities.

) - MCP server for querying UK parliamentary data.

Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections

Fast and secure execution of your AI generated code with sandboxes

Enable AI coding assistants to debug web pages directly in Chrome, providing runtime insights and debugging capabilities.

(by UI-TARS) - A fast, lightweight MCP server that empowers LLMs with browser automation via Puppeteer’s structured accessibility data, featuring optional vision mode for complex visual understanding and flexible, cross-platform configuration.

GitHub's official MCP Server.

MCP to let Claude / Windsurf / Cursor / your LLM control the browser

is a self-hosted WAF(Web Application Firewall) to protect your web apps from attacks and exploits.

(by ahujasid) - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation.

Run Python code in a secure sandbox via MCP tool calls, powered by Deno and Pyodide

An MCP server to easily build data pipelines using .

GraphRAG memory server with customizable ingestion, data processing and search

Enable AI agents to secure code with .

Open source MCP server specializing in easy, fast, and secure tools for Databases. Supports AlloyDB, BigQuery, Bigtable, Cloud SQL, Dgraph, Looker, MySQL, Neo4j, Postgres, Spanner, and more.

Connect with 2,500 APIs with 8,000+ prebuilt tools.

AI personal assistant for email

Inspect traces, manage prompts, curate datasets, and run experiments using , an open-source AI and LLM observability tool.

gitmcp.io is a generic remote MCP server to connect to ANY GitHub repository or project documentation effortlessly

This MCP server enables LLMs to interact with Figma, allowing them to read and modify designs programmatically.