Discover Awesome MCP Servers

Sophia Labs

Two MCP endpoints for building cognitive AI agents. /blueprint/mcp serves a 9-chapter architecture blueprint (4 tools). /devops/mcp serves a 7-chapter coding agent playbook (3 tools). Each product has its own Gumroad license key. Free chapters available without auth.

dsh-unity-debug-bridge

MCP server for debugging Unity Editor managed code, supporting attach, breakpoints, stepping, call stack inspection, and read-only evaluation.

LLM Tool-Calling Assistant

Connects local LLMs to external tools (calculator, knowledge base) via MCP protocol, enabling automatic tool detection and execution to enhance query responses.

ReAI MCP Server

MCP server for FSM report migration analysis, providing fuzzy search of report mappings, pattern registry, and columnar report generation.

Color Scheme Generator MCP Server

Generates harmonious color schemes for design projects using The Color API, offering eight different palette generation methods including monochrome, analogic, complement, triad, and quad schemes.

autoapply-mcp

An MCP server that automates job applications by discovering postings from ATS boards, applying eligibility gates, scoring candidates, and drafting answers, while requiring human approval before submission. It respects anti-bot controls and only submits with explicit consent.

ocr-mcp

A Model Context Protocol server that gives AI assistants OCR with first-class accuracy handling and evaluation. It wraps three engines behind one interface and can score and compare them.

codex-mcp-go

Wraps OpenAI's Codex CLI as an MCP server, enabling AI clients like KiloCode, Roo Code, and Cline to leverage Codex for code generation, debugging, and analysis through natural language.

django-admin-mcp

Expose Django admin models to MCP clients for CRUD, admin actions, model introspection, and more via HTTP with token authentication.

edstem-mcp

Exposes the full Ed Discussion API to MCP clients, enabling users to manage threads, comments, and course activity through natural language. It provides comprehensive tools for searching and posting content, featuring automatic conversion from markdown to Ed's internal XML format.

JIRA MCP Server

Enables AI assistants to search, view, create, and update JIRA issues using natural language commands and JQL queries.

crx-mcp

MCP server for Chrome extension testing. Access chrome.storage, Service Workers, declarativeNetRequest, and more directly from AI coding agents like Claude Code.

qc41-light-mcp

MCP server for QC 4.1 Light, enabling analysis of sales-call transcripts to produce structured diagnostic reports with evidence-based quotes, breakpoints, and speakable corrections.

WordPress MCP Server

A Model Context Protocol (MCP) server that bridges AI assistants to WordPress, enabling natural-language management of posts, pages, media, comments, users, plugins, and settings across multiple sites simultaneously.

HeFeng Weather MCP Server

Provides weather forecast data for locations in China through HeFeng Weather API, supporting real-time, hourly, and daily forecasts with full Chinese weather descriptions.

Critical Raw Minerals & Urban Mining Oracle (x402)

Deterministic Web3 x402 Critical Minerals & Urban Mining Scrap Valuation Oracle for Autonomous AI Agents on Base (USDC)

Citizen Deployment MCP Server

Enables deployment and management of applications on the Citizen platform from git repositories or local files. It allows AI assistants to monitor deployment logs, handle authentication, and automatically fix build errors using intelligent error analysis.

memU MCP Server

Enables AI applications to use advanced memory management capabilities through the memU AI framework. Supports storing conversation memories, semantic retrieval, multi-user management, and memory statistics via standardized MCP protocol.

drf-mcp

Exposes Django REST Framework APIs as MCP tools for AI agents via the Model Context Protocol, with automatic discovery and security.

AURA MCP Server

Enables Claude and ChatGPT to interact with AdEx AURA API for DeFi portfolio analysis, yield opportunity scanning, and automated trading strategy execution across multiple EVM chains. Includes risk management guardrails and on-chain payment verification.

Betaflight MCP Server

Enables natural language interaction with Betaflight FPV drone flight controllers for configuration, PID tuning, sensor monitoring, VTX control, and blackbox management through Claude AI.

Gemini Code Review MCP

AI-powered code review server that analyzes git diffs and PRs with context from project guidelines and task lists. Supports integration with Claude Code and Cursor via MCP.

cmucourses-connector

Remote MCP connector providing live, structured access to CMU Courses public data including courses, prerequisites, schedules, instructors, gen-eds, and final-exam times to help students plan schedules.

TickTick MCP Server

An MCP server for TickTick/Dida365 task integration, enabling AI-driven task decomposition and management with automated OAuth authentication.

mcp-ssh

Enables SSH remote command execution, passwordless key management, Windows Session 0 desktop process launching, and SFTP file transfers across Windows, Linux, and macOS.

DBHub

A universal database gateway MCP server that enables AI assistants to connect to and query multiple databases (PostgreSQL, MySQL, MariaDB, SQL Server, SQLite) with support for schema exploration, SQL execution, and secure connections via SSH tunnels.

apk-docforge

Enables local-first static and optional controlled dynamic analysis of Android APK artifacts, with provenance-aware downloads, Markdown reports, and structured security findings via MCP stdio tools.

Supabase MCP Server

Supabase MCP server created in Python.

skillsearch-mcp

Semantic skill-library search MCP server that finds relevant skills or Markdown knowledge files from local directories using embeddings, SQLite vector storage, and Reciprocal Rank Fusion.

BugBounty MCP Server

Enables comprehensive security testing and penetration testing through natural language conversations with 92+ tools for reconnaissance, vulnerability assessment, web application testing, OSINT, and reporting. Designed for authorized bug bounty hunting and security assessments.