Discover Awesome MCP Servers

MCP Camera Tool

Enables AI assistants to access and control network cameras to capture images and perform analysis including brightness detection, color distribution, and edge detection.

basic-mcp

A minimal MCP server for text processing, providing word count, uppercase conversion, and a summarization prompt template.

jira-worklog-mcp

MCP server for logging and checking Jira Cloud worklogs from AI agents such as Claude Code, Claude Desktop, Cursor, or any MCP client that supports stdio.

Remote MCP Server (Authless)

A template for deploying MCP servers on Cloudflare Workers without authentication. Enables quick deployment of custom tools accessible from both Cloudflare AI Playground and local MCP clients like Claude Desktop.

mcp-leetcode

A feature-rich LeetCode MCP server that enables problem search, user data retrieval, code execution, and notes management for both leetcode.com and leetcode.cn.

embedded-gdb-mcp

Enables GDB debugging for embedded development workflows, allowing users to start sessions, load programs, set breakpoints, step through code, and examine memory/registers/variables via natural language.

SkillMatch MCP

Claude-powered job fit analyzer that analyzes job fit based on GitHub portfolio, resume, and preferences, tracks applications locally.

ItchWHMMCP

A local MCP server for managing WHM and cPanel servers through AI clients, supporting server health, account, DNS, email, database, SSL, bandwidth, disk, cron, and service-management tools across multiple WHM accounts.

conKurrence

AI evaluation toolkit that measures inter-rater agreement (Fleiss' κ, Kendall's W) across multiple LLM providers. Evaluate prompt reliability, detect contested outputs, and track consensus trends over time.

Weather API MCP Server

Claude와 같은 AI 어시스턴트가 실시간 날씨 데이터를 검색하고 해석할 수 있도록 하는 경량 모델 컨텍스트 프로토콜(MCP) 서버.

YouTube MCP Server

A local MCP server that connects Claude to your YouTube channel, enabling video analysis, performance tracking, comment reading, and niche suggestions.

RSS MCP Server

Enables interaction with RSS readers that support the FreshRSS API through natural language. Allows users to manage and query their RSS feeds and articles via LLM conversations.

agy-bridge

This MCP server bridges Codex to Antigravity CLI, allowing Codex to delegate coding tasks (e.g., code modification, testing, and fixing) to Antigravity within specified project directories.

Excel Analyser MCP

Enables efficient reading, analyzing, and querying of Excel, CSV, and JSON files with support for chunked processing, column/field filtering, and streaming for large datasets. Supports multiple transport protocols (stdio, HTTP, SSE) for flexible integration.

XCS221 Course Guide MCP Server

Helps AI agents answer XCS221 course logistics questions (e.g., deadlines, pacing, repositories) from static in-repo data without external APIs.

github-changelog-mcp

Turns raw GitHub commit history into a categorized, human-readable changelog directly inside Claude or any MCP-compatible client.

Crypto News & Market MCP Server

Enables fetching crypto news, prices, market data, fear & greed index, and trending coins from various free sources, deployable online.

SRI

MCP server inspector that reads a server's published source code and reports findings with file:line evidence, helping users assess what an MCP server does before connecting.

SEFAZ PE: Certidão de Regularidade Fiscal

MCP server for consulting official SEFAZ PE tax regularity certificates (Certidão de Regularidade Fiscal) via a read-only tool.

ScholarScope MCP

Enables academic research through the OpenAlex API, allowing users to search for papers, authors, and institutions, retrieve citations, and fetch full-text content when available. Perfect for building intelligent research assistants that can explore academic literature and related works.

Discord MCP

Enables Discord server inspection, structural editing, blueprint-based setup and audit, with read/write tools and dry-run safety.

Rekindle

Your AI forgets everything between sessions. Rekindle fixes that. For Claude Code users who lose time re-explaining project context every session.

Tribunal TRT7: Certidão Eletrônica de Ações Trabalhistas (CEAT) - Processos Digitais

Enables read-only consultation of official electronic labor lawsuit certificates (CEAT) from TRT7, with a hosted MCP over HTTP, uses prepaid credits per query.

keenetic

Enables AI agents to manage Keenetic routers through the same RCI API used by the router's web interface, working directly over the local network without cloud involvement. It supports reading device statuses and executing configuration changes, with confirm, dry-run, and destructive-action safeguards.

🖼️ MCP Screenshot Server

REST API를 통해 Windows 스크린샷을 캡처하는 경량 MCP 호환 Python 서버입니다. 전체 화면, 영역 기반 또는 창별 캡처를 지원합니다. AI 에이전트 통합 및 자동화 워크플로우에 이상적입니다.

image-lab-mcp

MCP server for searching and attributing images from Openverse and Wikimedia Commons, enabling insertion via insertUrl and attribution formatting.

NEURAL SYSTEM™ - NeuralMCPServer

An enterprise-grade AI processing platform that provides advanced code analysis, automated documentation generation, security scanning, and knowledge extraction capabilities through a scalable MCP architecture. Features iterative neural processing, support for 100+ programming languages, and real-time streaming updates.