Discover Awesome MCP Servers

Cerebras Code MCP Server

Enables planning with Claude Code and high-speed code generation using Cerebras, avoiding API limits while producing quality code with visual diffs.

stackql

Open source SQL-native query and provisioning engine for cloud and SaaS infrastructure. Ships as a single signed binary with MCP tools for provider discovery, schema exploration, queries, and lifecycle operations.

jPOS MCP Server

An MCP server that gives AI agents deterministic, verified access to ISO 8583 field specs, MTI decoding, jPOS packager XML generation, deploy descriptor validation, message building, and jPOS documentation search.

thought-graph-mcp

Enables LLMs to break down reasoning into an explicit, editable graph of thinking steps, with visualizations and the ability to revise individual steps.

My MCP Server

A basic MCP server for testing with echo, datetime, and calculator tools.

Fianu Compliance Intelligence MCP Server

Enables AI assistants to query software supply chain compliance data, including asset status, security vulnerabilities, and evidence lineage. It allows for natural language analysis of compliance posture, policy violations, and deployment blockers across an organization.

niceassos-seed-mcp

MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as tools and resources, enabling folding and analysis of state vectors in any MCP client.

solarbuild-mcp

MCP server for the Solar framework. Gives AI agents live access to your component registry — call manifest(), component(), and validate() tools to discover, inspect, and validate Solar components at runtime.

searxng-mcp-bridge

A minimal MCP server that exposes a private SearXNG instance as a search tool over streamable-HTTP, enabling web search from the llama.cpp WebUI or any compatible MCP client.

Rocket Countdown MCP Server

一个模型上下文协议 (MCP) 服务器，它实现了一个火箭倒计时计时器。它允许用户启动、停止和重置倒计时，并在倒计时到达零时显示“发射！”。 (Simplified version, potentially more natural sounding): 一个模型上下文协议 (MCP) 服务器，用于实现火箭倒计时功能。用户可以启动、停止和重置倒计时，当倒计时归零时，会显示“发射！”。

Polyglot DB MCP

Enables interaction with 20+ databases (PostgreSQL, MongoDB, Neo4j, Elasticsearch, Redis, and more) through a single unified interface, allowing cross-database queries and operations via natural language.

Snowflake MCP Server

Enables Snowflake data operations through a Python FastAPI server with Prefect orchestration, deployable to Prefect Cloud.

Smyth Docker Commander

Enables spawning ephemeral Linux sandbox containers using Docker and executing commands through an interactive TTY interface. Supports collaborative terminal sessions where both AI clients and humans can simultaneously interact with the same container.

rememberizer-mcp-us-patent-ck

MCP server providing access to US patent data (2000-2024) via Rememberizer's knowledge retrieval tools, enabling semantic search and document management for patent information.

Open Patent MCP Gateway

Multi-source patent search MCP server that allows AI agents to search global patent databases (Google Patents, BigQuery, EPO OPS) via natural language queries.

revenue-enablement-mcp

Deal Strategy & Sales Enablement Engine - 12 tools for sales execution, deal management, and revenue acceleration.

Neon MCP Server

一个轻量级的 MCP 服务器，可与 Neon REST API 交互，并可部署在 Cloudflare Workers 上，以实现简化的数据库管理和集成。

academyinfo-mcp

Read-only MCP server for factual queries and side-by-side comparisons of Korean university disclosure indicators using a bundled local snapshot, with no API key or network required.

EdgeOne Pages MCP

Enables deployment of HTML content, folders, and full-stack projects to EdgeOne Pages to generate publicly accessible URLs. It utilizes EdgeOne Pages Functions and KV storage for high-performance edge delivery of web applications.

Dataline MCP Server

MCP server exposing read-only market data tools for crypto prices, funding rates, and prediction markets via Dataline API.

playwright-mcp-wsl

Drop-in WSL-safe wrapper for @playwright/mcp that prevents Chromium GPU crashes on Windows Subsystem for Linux.

mcp-server-wrapper

A meta-MCP server that dynamically manages and invokes any MCP server on the fly, enabling runtime addition, removal, and tool invocation without restarting Claude Code.

dndbeyond-mcp

Enables AI assistants to manage D&D Beyond characters, access campaigns, and look up spells, monsters, items, and more through a reverse-engineered API.

ReviseMy

Open-source human-in-the-loop design review tool that enables AI agents to upload UI screenshots for human feedback, with MCP tools for creating reviews, pinning notes, and getting structured feedback.

kicad-jlcpcb

Automates PCB design from idea to fabrication: sources JLCPCB parts, fetches pin maps from EasyEDA, places and wires footprints in KiCad, and hands off to EasyEDA for auto-routing and ordering — all via Claude Code.

AMap Maps MCP Server

Enables location-based services through AMap/AutoNavi Maps API including geocoding, weather information, route planning, and POI searches. Supports multiple transportation modes and provides detailed geographic data for Chinese locations.

openart-mcp

Automates OpenArt.ai character and video workflows using Playwright, exposing tools to list, create characters, generate videos, and check render status.

PlanManager MCP Server

A hierarchical plan management system built on FastMCP and SQLite that enables users to create, track, and manage various types of plans including travel itineraries, study schedules, and work tasks with templates, search capabilities, and progress statistics.

deduplicator-merge-advanced

An MCP server that enables Claude agents to interactively merge security audit findings by grouping duplicates, selecting canonicals, preserving authorship, and generating edit instructions, all against a GitHub issues repository.