Discover Awesome MCP Servers

Unleash Mcp

一个与 Unleash Feature Toggle 系统集成的模型上下文协议 (MCP) 服务器实现。

vuln-mcp-server

A vulnerable-by-design MCP server pair (NotesServer and VaultServer) for testing MCP security tools, featuring confused-deputy, prompt injection, and authorization bypass scenarios.

oromi-agent-services-mcp

Provides 25 pay-per-call tools from agents.oromi.co.uk (business, property, verification, web, crypto) into MCP-capable models, with quote mode for browsing and paid mode using x402.

@rotifer/mcp-server

Self-evolving AI Agent framework — search, compare, and install Genes ranked by Arena fitness via MCP

KittyClaw

Self-hosted kanban board that dispatches AI agent fleets against tickets. The embedded Streamable HTTP /mcp endpoint exposes 7 tools to list projects, read boards and tickets, and create, move and comment tickets from any MCP client.

rclone-mcp-server

MCP server for the Rclone RC API that enables AI assistants to manage cloud storage remotes, copy/sync files, and list directories through natural language.

mcp-teste-llm2

MCP server that allows natural language queries in Portuguese to a PostgreSQL database using Ollama, ensuring read-only access with parameterized SQL and strict safety policies.

MCPGateway

A multi-tenant control plane for MCP that aggregates upstream MCP servers behind a single authenticated URL, with deny-by-default policy enforcement and a replayable audit trail.

Codex MCP Server

A Model Context Protocol server for local repository indexing and code understanding, enabling semantic search, AST analysis, dependency tracking, and symbol resolution.

Virtuoso Schematic MCP

Enables interaction with Cadence Virtuoso schematics to inspect hierarchies, nets, and instance properties via SkillBridge. It provides tools for component inspection and schematic validation to ensure design integrity.

Keboola API Documentation MCP Server

Give your AI agents instant access to Keboola API documentation. Search endpoints, get parameter details, and generate curl examples—all through MCP tools.

claude-design-mcp

Bridges Claude Code with Claude Design, enabling sending design instructions, reading replies, and pulling generated files into the codebase.

mcp-rap-migrator

MCP server that migrates SAP Module Pool programs to RAP applications interactively, using AI and SAP ADT REST APIs with human approval at each step.

MCP Roo Memory

Persistent, graph-based memory for Roo Code via the Model Context Protocol, enabling structured knowledge management with semantic search and context window control.

OpenSoul MCP

An open-source personality profiling system that enables users to record and analyze their decisions, emotions, and self-reflections through a structured set of 56 tools. It helps users build a digital persona and gain self-insight by tracking interactions, decision-making patterns, and emotional states.

Weather MCP

Provides weather data from Open-Meteo with location search, current conditions, and forecasts, and can render an interactive dashboard directly in MCP hosts.

excalimaid

Converts Mermaid diagrams into Excalidraw diagrams, serves them locally, and opens the result in your browser.

MCP Workflow Server

Orchestrates multiple MCP tool calls into sequential workflows with conditional logic, data transformation via JSONPath, and workflow templates.

diagram-studio-mcp

MCP server for rendering diagrams (Mermaid, Graphviz, PlantUML, D2) via Kroki. Provides tools to render diagrams and list available engines.

metagraphed

MCP server that enables AI agents to explore Bittensor subnets, check their health and economics, and discover their public APIs and schemas.

Simple Snowflake MCP

Simple Snowflake MCP Server to work behind a corporate proxy.

Apple RAG MCP

Provides AI agents with instant access to official Apple developer documentation, Swift docs, design guidelines, and Apple Developer YouTube content through advanced semantic and hybrid search capabilities. Features AI-powered reranking for accurate retrieval of Apple platform knowledge including iOS, macOS, watchOS, tvOS, and visionOS development resources.

Moltbook MCP Server

An MCP server that enables integration with Moltbook, a social network designed for AI agents. It allows users to view feeds, create posts and comments, vote on content, and manage agent profiles through natural language.

rasterly-mcp

Enables AI agents to read, screenshot, or convert web pages to PDF using a real headless browser, turning any URL into clean Markdown, a visual image, or a print-ready document.

Work Integrations MCP

An MCP server that enables interaction with Jira to fetch issues by key and perform JQL searches. It provides a foundation for integrating multiple work systems, with planned support for Slack and GitHub.

Claude Desktop Research MCP Server

Enables searching, retrieving, and reading academic papers from arXiv while analyzing citation networks via Semantic Scholar. It allows users to extract full-text content from PDFs and explore references or citations sorted by impact.

HubSpot MCP Server

Enables interaction with HubSpot CRM through a standardized API interface. Supports managing contacts, companies, deals, engagements, products, and associations with batch operations and advanced search capabilities.

Zotero Assistant MCP Remote

A remote MCP server for reading, writing, and managing items in your Zotero library, deployed on Cloudflare Workers.

MCP Self-Learning Server

Enables autonomous learning from interactions through pattern recognition and machine learning techniques. Continuously improves performance by analyzing tool usage, providing predictive suggestions, and sharing knowledge across MCP servers.

mcp-mux

A dynamic MCP server orchestrator and multiplexer that routes requests to multiple remote and local sub-MCP servers, with hot-reload config, SSE/Streamable HTTP support, and a summary endpoint to reduce context token usage.