Discover Awesome MCP Servers

jk-mcp-ecnl

An MCP server for ECNL and ECRL youth soccer, providing schedules, standings, and RPI for both boys and girls.

Prompt Auto-Optimizer MCP

An MCP server that automatically optimizes AI prompts using evolutionary algorithms, helping improve prompt performance, creativity, and reliability through iterative testing and refinement.

mlflow-mcp-server

MLflow MCP — 82 tools for experiments, runs, registered models, traces, assessments. MLflow 3 GenAI traces support with analyze-failed-traces workflow Prompt.

componentize

Converts design screenshots into reusable Tailwind HTML components via MCP protocol, enabling any AI to extract and export individual UI elements.

Product Info Extractor MCP Server

Extracts product information such as price, stock, images, and sizes from e-commerce websites using stealth browsing techniques.

wps-mcp-server

Enables AI agents to natively create and edit WPS Office documents, spreadsheets, and presentations via natural language commands.

MCP Google Suite

안전한 OAuth2 인증을 통해 Google Drive, Docs, Sheets 작업을 수행할 수 있도록 Google Workspace와 원활하게 통합되는 모델 컨텍스트 프로토콜 서버입니다.

WireMCP

LLM에 실시간 네트워크 트래픽 분석 기능을 제공하여 Wireshark의 tshark를 통해 위협 헌팅, 네트워크 진단, 이상 징후 탐지와 같은 작업을 가능하게 하는 모델 컨텍스트 프로토콜 서버.

@gryps/agent-mcp

Read-only MCP server for Gryps venue state, enabling Claude to query live markets, fee schedules, funding parameters, and open interest.

orionbelt-semantic-layer-mcp

MCP server for the OrionBelt Semantic Layer. Enables LLMs to explore governed semantic models, compile YAML metric definitions into optimized SQL across 8 engines (BigQuery, ClickHouse, Databricks, Dremio, DuckDB, MySQL, PostgreSQL, Snowflake), and execute analytics queries via natural language. Works with Claude, Cursor, Windsurf, and Copilot.

hono-mcp-server

Easily expose your Hono API endpoints as MCP tools with minimal configuration, supporting type-safe input handling and tool registration.

oss-intel-mcp

Open source intelligence for AI agents — GitHub project-health scoring, package dependency-risk analysis, trending repositories, license checks, and side-by-side package comparison.

studieplus-mcp

MCP server that gives Claude Desktop access to school data from Studie+ (Danish school platform), enabling queries about schedules, homework, assignments, and files directly in chat.

mcpd-proxy

An MCP server that acts as a proxy between IDEs and the mcpd daemon, exposing all mcpd-managed MCP servers through a unified interface.

WEEX MCP

MCP server providing WEEX market data, account information, and controlled trade execution, with local stdio and HTTP transports.

am-memory

Persistent memory for Claude Code — a self-evolving knowledge layer that survives across sessions, grows from every conversation, and surfaces relevant context automatically.

Prometheus MCP Server

A tool that enables access to Prometheus metrics data through a Model Context Protocol server, allowing interaction with monitoring data using natural language.

MCP Test Case Generator

Generates structured, comprehensive test cases from user stories, API specs, or raw text, with automatic Excel export and Playwright automation code generation.

TextWeb

Renders web pages as structured text grids for AI agents to browse and interact with, preserving spatial layout without screenshots.

Obsidian MCP Server

Enables AI assistants to interact with Obsidian vaults through direct filesystem access, supporting note management, lightning-fast search with SQLite indexing, image analysis, tag/link management, and bulk operations.

re-dotnet

MCP server for .NET assembly analysis. Vendor-neutral wrapper around AsmResolver and ILSpy for parsing and decompiling .NET assemblies.

pharma-assistant-mcp

Enables AI assistants to query ClinicalTrials.gov and PubMed for research evidence, and to compare regulatory document changes against internal files, with strict read-only access and no ability to modify or export data.

DataDive MCP

An MCP server that lets Claude and other clients query DataDive niches, keywords, competitors, and Rank Radar data using your API key, including tools for managing dives and rank radars.

MCP-Ables

Turns any shell command into an MCP server by defining command-line tools in simple YAML files. Enables AI agents to execute system commands, security scanners, DevOps tools, and CLI utilities directly from chat interfaces.

AgentWard

Open-source permission control plane for AI agents — scan, enforce, and audit every tool call with code-level policies that prompt injection can't bypass.

obsidian-bridge

MCP server that connects Cursor agents to a local Obsidian vault via the Local REST API, enabling note reading, writing, searching, patching, and organizing through natural language.

Health Coach MCP

A personal health and fitness MCP server that provides tools for managing profile data, goals, body measurements, nutrition, workouts, sleep, check-ins, life events, analytics, and coach memories via Supabase Postgres.

PlayFab MCP Server

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