Discover Awesome MCP Servers

USBTMC MCP Server

Enables controlling multiple USBTMC (USB Test and Measurement Class) devices simultaneously using SCPI commands through a unified MCP interface.

pdf-translator-mcp

Provides structured translation guidance for converting English PDFs to Korean, preserving document structure. It works as a custom connector for Claude, supplying rules and workflows for translating papers, manuals, and more.

mcp-browser-use

Enables browser automation through MCP clients like Claude or Cursor, using the client's existing LLM without requiring an additional API key.

HFSS MCP Server

An MCP server for automating ANSYS HFSS simulations, providing persistent connections and a suite of tools for modeling, simulation, and post-processing.

PGSandbox MCP

PGSandbox MCP is a local Rust MCP server for disposable Postgres databases. It creates tracked database/role pairs, returns scoped sandbox credentials, supports bounded SQL and schema tools, and cleans up expired sandboxes with TTLs.

Ratatosk

CNCF release intelligence: typed, quoted facts (security fixes, breaking changes, deprecations) from every graduated/incubating project's release notes, updated daily. check_stack compares running versions locally — versions never leave your process.

LW MCP Agents

A lightweight framework for building and orchestrating AI agents through the Model Context Protocol, enabling users to create scalable multi-agent systems using only configuration files.

chromium-sidecar

Enables local AI agents to operate the user's existing browser session via a Manifest V3 extension and native messaging, supporting tabs, DOM snapshots, clicks, form input, JavaScript, screenshots, cookies, network capture, and Arc Spaces.

Wisembly MCP Server

Enables interaction with the Wisembly API to fetch and manage event data, including event details, participants, organizers, and locations.

Ecosyste.ms Package Data

Enables querying package ecosystem data from ecosyste.ms, including package metadata, versions, security advisories, dependencies, and repository information across 40+ package registries with fast local SQLite lookups and API fallback.

Azure Pricing MCP Server

This MCP server enables querying Azure resource pricing programmatically through a structured workflow, including listing service families, service names, products, and calculating monthly costs.

actions-latest-mcp

Fetches the latest version numbers for popular GitHub Actions from simonw/actions-latest, allowing users to easily check and update workflow versions.

Dilix MCP

Open-source MCP server providing real estate regulatory intelligence (zoning, permits, entitlements, deal scoring) for US properties, enabling AI agents to access 10 callable tools.

Interactive Feedback MCP

Enables AI assistants to request user feedback and confirmation to prevent speculative tool calls and reduce resource usage. It streamlines task completion by consolidating multiple potential steps into a single, feedback-aware process.

JetBrains MCP Bridge

A bridge that enables MCP clients like Cascade and Windsurf to interact with tools and features within JetBrains IDEs. It facilitates communication between the client and the IDE via an SSE connection on a dedicated local port.

utekos-docs-mcp-server

A template for building MCP servers using the xmcp framework, with automatic discovery of tools, prompts, and resources.

mcp-openalex

Enables AI agents to search scholarly works, authors, institutions, venues, and concepts, retrieve detailed metadata, and explore citation networks through natural-language requests.

whoop-mcp

Connects WHOOP fitness tracker data to AI assistants like Claude and ChatGPT, enabling natural language queries about recovery, sleep, strain, and trends.

claude-code-delegate-local

MCP server that delegates Claude Code subagents to alternative backends such as local models, DeepSeek, or AWS Bedrock, while keeping your Claude Code orchestrator session intact.

Awesome-MCP-ZH

MCP 资源精选 (MCP zīyuán jīngxuǎn), MCP 指南 (MCP zhǐnán), Claude MCP, MCP 服务器 (MCP fúwùqì), MCP 客户端 (MCP kèhùduān)

la-caja-mcp

Enables structured debates with agent-agent-human interaction and access to persistent contextual memory (La Caja) through MCP tools.

Chess MCP

A Model Context Protocol server that enables LLM agents and humans to play chess games together with comprehensive game management capabilities including move validation, draw detection, and game state tracking.

trmm-mcp

MCP server that gives AI assistants read-only access to TacticalRMM fleet data (agents, checks, alerts, services, processes, etc.) and, with explicit approval, lets them run commands on managed machines.

Flyworks MCP

A Model Context Protocol server that provides a convenient interface for creating lipsynced videos by matching digital avatar videos with audio inputs.

swagger-openapi-mcp

MCP server for querying Swagger/OpenAPI metadata efficiently from AI tools, enabling fast API discovery, search, and schema inspection.

grantguard-mcp

Enables auditing PostgreSQL role write privileges against a policy file, using read-only tools to explain, describe, and check permissions.

ms_salespower_mcp

通过 MCP 服务器启用有用的销售用例，以便在任何常见的 AI 聊天中使用。

MCP2ANP Bridge Server

Enables MCP clients like Claude Desktop to interact with ANP (Agent Network Protocol) agents through three core tools: authentication setup, document fetching, and OpenRPC method invocation. Converts ANP's crawler-style interaction paradigm into MCP-compatible tools for seamless agent communication.

Gardening AI MCP Server

An MCP server for gardeners providing plant identification, climate-adjusted watering schedules, soil analysis, companion planting compatibility, and pest diagnosis with organic treatment plans.

consciousness MCP server

A pluggable vector memory server for semantic search and long-term memory, with session-scoped and universal memory tools.