Discover Awesome MCP Servers

Pub.dev MCP Server

Enables AI assistants to search, analyze, and retrieve detailed information about Dart and Flutter packages from pub.dev. Supports package discovery, version management, dependency analysis, and documentation access.

one-roof

Unified UK property search across major portals with deduplication and open-data enrichment, enabling natural-language queries for listings, sold prices, EPC, crime, schools, and market stats.

Dreamlit MCP

Lets AI clients create, inspect, test, publish, unpublish, analyze, and style Dreamlit notification workflows.

GEP MCP Server

Exposes GEP (Genome Evolution Protocol) evolution capabilities to MCP-compatible AI agents, enabling memory recall, evolution cycles, and community-based strategy publishing for autonomous improvement.

hashloom

Treats software units as content-addressed contracts, enabling efficient agent regeneration loops with cached verification and tiny context packets.

spring-mosaic

MCP server for Java/Spring Boot architecture quality analysis and PR review, providing tools like detect_spring_context, review_pr_diff, and scan_violations.

mcp-rag-search

Enables agent tools like Claude Code and GitHub Copilot to perform knowledge retrieval using hybrid search (BM25 + dense) with reranking, via MCP protocol.

diabase

Diabase is an MCP server that provides a safe control plane for AI agents to manage Supabase backends, with features like planning, approval workflows, and audit trails.

overleaf-claude-mcp

An MCP server that lets Claude read, write, and push Overleaf LaTeX projects from the chat, with token-efficient features like sparse checkout and smart diffs.

Polvenn MCP Server

A local-first MCP server for tracking beer releases on Vinmonopolet, enabling users to search new and upcoming beers, check store stock, find nearby stores, and manage watchlists.

safe-ssh-mcp

A secure SSH MCP server that enables execution of read-only diagnostic commands over SSH, preventing modifications to remote systems.

mantis-mcp

Enables natural language interaction with MantisBT issues and notes via CRUD operations and semantic search.

dsh-codex-bridge

An MCP server that bridges Codex with DeepSeek Harness to delegate coding tasks into isolated worktrees, providing profile-based model routing, single/multi-agent orchestration, and reviewable artifacts.

github-mcp-server

Enables AI assistants to interact with GitHub issues, pull requests, and Actions workflows through MCP tools.

Track-It Process Monitor

Enables Claude to monitor and inspect running processes through a lightweight wrapper that captures stdout/stderr logs and stores process metadata in SQLite. Users can track any command execution and query process status, logs, and history through natural language.

Maiga API MCP Server

Provides comprehensive integration with the Maiga API for cryptocurrency analysis, including token technicals, social sentiment tracking, and KOL insights. It enables AI assistants to retrieve market reports, trending token data, and detailed on-chain information.

figma-developer-docs-mcp

Provides AI assistants with structured access to complete Figma developer documentation, including Plugin, Widget, and REST APIs. It enables users to search and read over 600 documentation pages to facilitate Figma-related development tasks.

CryptoGuard

Per-transaction crypto trade validator for AI agents, validates trades with PROCEED/CAUTION/BLOCK verdicts, scans tokens for anomalies, detects rug pulls, and searches across DEXes. Powered by WaveGuard physics engine with deterministic PDE-based analysis.

@accos/mcp-server

Connects AI agents to ACCOS for OCR on Thai receipts, tax invoices, and withholding tax certificates via MCP.

MCP MySQL Server

Enables interaction with MySQL databases (including AWS RDS and cloud instances) through natural language. Supports database connections, query execution, schema inspection, and comprehensive database management operations.

Cursor Rust Tools

一个 MCP 服务器，用于让 Cursor 中的 LLM 访问 Rust Analyzer、Crate 文档和 Cargo 命令。

mechanic-mcp

Enables searching, fetching, and customizing Mechanic tasks and documentation for Shopify automation. Provides offline access to bundled task library and docs with tools for task code, docs content, and similar task suggestions.

사주 MCP 대시보드

Korean traditional saju (four pillars) fortune analysis MCP server with a premium web GUI dashboard for local data persistence, 100-point scoring, and history management.

Multi-Domain Booking MCP Server

Enables booking for movies, flights, trains, and buses with a 2-step confirmation flow and idempotency keys.

WuWa MCP Server

Enables querying detailed information about characters, echoes, and character profiles from the Wuthering Waves game, returning results in LLM-optimized Markdown format.

mcp-maritime

Provides real-time maritime weather data, tropical cyclone warnings, and route calculations for AI agents.

scopa-mcp-server

An MCP server for playing the Italian card game Scopa, supporting 2-4 players, Redis-backed event logging, real-time synchronization, and an optional LLM opponent.

MCP Prompt Optimizer

This MCP server provides research-backed prompt optimization tools and professional domain templates designed to improve AI performance through strategies like Tree of Thoughts and Medprompt. It enables users to analyze, auto-optimize, and refine prompts using advanced reasoning patterns and safety-critical alignment techniques.

Spotinst MCP Server

An MCP server for the Spot.io API that enables management of AWS and Azure Ocean clusters across multiple accounts. It provides tools for cluster inventory, node management, cost analysis, and scaling operations through natural language.

CDRP-for-Claude

Shows your current Claude Desktop activity as Discord Rich Presence, including model, status, usage, and subscription info.