Discover Awesome MCP Servers

portfolio-mcp

Enables AI assistants to query the author's career, projects, publications, and technical documents through read-only MCP tools.

mcp-registry-finder

Enables searching the official MCP Registry for servers, inspecting details, and generating install commands directly from within an agent session.

weppy-railway

MCP server for Roblox Studio integration, enabling AI agents to interact with Roblox through SSE transport and a local HTTP bridge for plugin communication.

listonic-mcp

Add, edit, and check off items on your Listonic shopping list.

ForgeCraft

Provides a quality framework and enforceable conventions for AI coding assistants, ensuring code quality, environment hygiene, and project standards across multiple AI tools.

ragi

Local-first RAG indexing and semantic search MCP server. Enables document retrieval and context-aware queries using local embedding models.

Vela MCP Server

Enables governed, agent-agnostic data exploration by allowing users to ask natural language questions through MCP-compatible agents, executing safe, permission-scoped queries against data sources and returning interactive charts.

PromptArchitect MCP

Refines and improves AI prompts using workspace-aware context from your project's tech stack, structure, and dependencies. Includes tools to analyze prompt quality and generate well-structured prompts from raw ideas.

cti-mcp-server

Provides threat intelligence tools like IoC lookups, event backtracking, and IP enrichment via MCP, enabling automated triage and evidence queries.

cleanfetch

Enables AI agents to read web pages reliably, returning clean markdown content, hyperlinks, and metadata without navigation or ad noise.

figma-slides-mcp

Enables AI agents to create and edit Figma Slides in real-time, with built-in renderers for D3 charts, Rough.js sketches, and Satori layouts.

mcp-multimedia-server

Provides multimedia understanding tools for LLM agents, enabling image, video, audio analysis and speech transcription via cloud-based MiMo V2.5 through OpenAI-compatible endpoints.

example-mcp-server-sse

example-mcp-server-sse

MAGG

A meta-MCP server that manages and aggregates other MCP servers, enabling LLMs to dynamically extend their own capabilities by searching for, adding, and configuring tool servers.

MCP Jenkins Server

An integration tool that allows interaction with Jenkins CI/CD servers through a Model Context Protocol interface, enabling users to view server info, manage jobs, inspect builds, and trigger builds with parameters.

Times Newswire API MCP Server

An MCP server that provides access to the New York Times Newswire API, allowing agents to retrieve real-time news updates and content from the New York Times.

Fieldnote MCP

Provides local-first memory storage and retrieval with automatic embedding, vector search, and knowledge graph capabilities. Enables agents to store memories locally and retrieve relevant context through hybrid search with optional Neo4j graph traversal.

SwiftLens

MCP server that provides semantic-level analysis of Swift codebases to AI agents by integrating with Apple's SourceKit-LSP, enabling compiler-grade code understanding and cross-file navigation.

mcp-server-postgres

Enables AI assistants to query PostgreSQL, inspect schemas, and explain queries, designed for local and development databases with read-only safety by default.

Docker-MCPilotS

Enables AI agents to manage Docker containers through a secure MCP interface, supporting container lifecycle operations, log inspection, resource monitoring, and system diagnostics with role-based access control.

douyin-favorites-mcp

MCP server that reads your personal Douyin favorites and collection folders via a logged-in browser session, providing tools to list and retrieve video/collection data for AI assistants.

nest-mcp-sse

好的，这句话翻译成中文是： **基于 Nest 快速开发 SSE MCP 服务器** 更详细的解释： * **基于 (jī yú):** Based on / Using * **Nest:** Nest (一个 Node.js 框架) * **快速开发 (kuài sù kāi fā):** Rapidly develop / Quickly develop * **SSE:** Server-Sent Events (服务器发送事件) * **MCP:** Mission Control Panel (任务控制面板) * **服务器 (fú wù qì):** Server 所以，这句话的意思是：使用 Nest 框架快速开发一个基于服务器发送事件的任务控制面板服务器。

OCI Kafka MCP Server

An AI-native control interface for OCI Streaming with Apache Kafka that enables LLM agents to securely manage Kafka clusters through structured tool execution with safety guardrails.

mcp-safe-fetch

A content fetcher that sanitizes, size-caps, and caches fetched content, protecting against injection attacks via the Model Context Protocol.

MCPGen

Generates safe-by-default MCP servers from OpenAPI specs, exposing only low-risk GET tools and blocking write operations.

adpanel-core

Open-source MCP server that routes tool calls to AdPanel's production gateway for brand asset management, timeline orchestration, and broadcast asset synthesis.

FireConfigMCP

An MCP server that provides access to Firebase Remote Config, allowing clients to interact with and manage Firebase remote configuration settings through the Model Context Protocol.

PubMed

分析PubMed医学文献，帮助研究人员快速了解医学研究动态，功能包括文献检索、热点分析、趋势跟踪和综合报告。

Web3 MCP Server

镜子 (jìng zi)

nanograph-mcp

Build Nanograph datasources from Markdown or PDF corpora and serve them through MCP or a small HTTP/JSON wrapper.