Discover Awesome MCP Servers

MCP Memory

An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the ability to remember user information across conversations using vector search technology.

Grounded Code MCP

A local MCP server that gives AI coding assistants retrieval access to your personal knowledge base of books, standards, and docs, grounding their answers in sources you trust.

duckdb-mcp

Enables read-only SQL querying and exploration of data files (CSV, Parquet, JSON, Excel, etc.) via DuckDB, supporting local paths, globs, URLs, and S3 buckets.

ldraw-mcp

Renders LEGO LDraw model files (.ldr, .mpd, .dat) to high-quality images using headless Blender, enabling MCP clients to visually inspect LEGO builds.

mcp-movabletype-writer

MCP server for Movable Type. It lets MCP-compatible AI tools such as Claude Desktop work with Movable Type so that AI-generated drafts can be created and edited directly inside MT.

Supavec MCP Server

鏡 (Kagami)

@cyanheads/cpsc-recalls-mcp-server

Search and retrieve US consumer product recalls from the CPSC (Consumer Product Safety Commission) via MCP, with STDIO or Streamable HTTP.

Academic Research MCP Suite

Automates the full academic research pipeline from refining research questions to generating publication-ready reports, integrating with major AI clients.

web-crawler-mcp

A minimal MCP server that crawls web pages using crawl4ai and returns content as markdown, deployable to Cloud Run.

Email MCP Server

Enables sending emails through SMTP using nodemailer, allowing AI assistants to send plain text and HTML emails with configurable SMTP credentials.

lab-equipment-mcp

An MCP server for controlling lab instruments (oscilloscopes, signal generators, etc.) via standardized interfaces like USBTMC, RS-232, and LAN.

MCP Server with Clerk & Express

A minimal example MCP server using Express and Clerk for authentication, exposing a streamable HTTP endpoint for MCP clients.

Jarvis Markdown MCP

Local-first memory server for AI coding agents that stores work sessions, tasks, and durable memories in Markdown files, exposed through MCP tools for session management and memory retrieval.

cursor-mcp-server

An MCP server wrapping the Cursor CLI agent, enabling Claude Code and other MCP clients to delegate tasks to Cursor's AI agent for file writing, bash commands, and codebase queries.

ui-layouts-mcp

Enables AI assistants to search, understand, and retrieve UI components from ui-layouts.com through tools like search, documentation, metadata, and source code access.

ai-school-mcp

Enables MCP clients to search and read the free AI School curriculum, including 550+ tracks on AI engineering, governance, security, and applied AI by profession.

AI Gateway MCP

AI Gateway - MCP server providing AI-powered tools and automation by MEOK AI Labs

llm-token-tracker

Token usage tracker for OpenAI and Claude APIs with MCP (Model Context Protocol) support.

memotrust

Verified memory for AI agents — agents propose memories that are quarantined until verified against evidence, and recall() returns only trusted, fresh, and in-scope facts, preventing poisoned or hallucinated data from spreading.

PostgreSQL MCP Server

PostgreSQLデータベースの管理と最適化を促進し、分析、設定ガイダンス、デバッグを提供するとともに、安全かつ効率的なデータベース運用を保証します。

CBS Open Data MCP Server

A Model Context Protocol server for the CBS Open Data OData API, enabling AI assistants to query, filter, and explore CBS statistics.

mcp_music_server

MCP server that enables LLMs to search, play, and manage music from multiple platforms (NetEase, QQ, Kugou) and local files, with lyrics retrieval and playback control.

semantic-scholar-mcp

An MCP server that provides access to Semantic Scholar's academic paper database, enabling paper search, detailed retrieval, author info, and citation export.

OpenShift SRE Copilot

AI-powered MCP server for enterprise OpenShift/Kubernetes cluster management, providing diagnostic tools, RAG knowledge retrieval, and autonomous remediation recommendations.

Chrome MCP Server

Turn your Chrome browser into an AI-powered automation tool, enabling browser control, content analysis, and semantic search via Model Context Protocol.

MCP Server Basic Example

A simple implementation of a Model Context Protocol server that demonstrates core functionality including mathematical tools (add, subtract) and personalized greeting resources.

memanto-mcp

Typed semantic memory for Claude. Memory with opinions, designed for regulated B2B agents.