AI Dev Impact Lab JA
← Topics ranking · 2026-08
GITHUB TOPIC

#mcp-servers

GitHub repositories that have self-applied the topic "mcp-servers" — a creator-tagged metadata that surfaces how AI projects describe themselves.

7
tagged repos
29
top 7 stars
1
with tool sigs
7
shown

REPOS Repos for #mcp-servers (top 7 by stars)

shd-git/fast-asdlc

Fast-ASDLC: 5x TTM with AI-native Agentic SDLC. Local-LLM first, Human-in-the-loop, Spec-driven. Built on DDD, Hexagonal Architecture, C4 Model & MCP. Features Meta-agents for self-improvement, Memory Bank for context persistence, and automated 100% test coverage. Everything-as-Code & Mermaid.js centric to save context window and slash token costs.

26 AI 60
codeztech-atique/500-AI-Agents-Projects

The 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications and provides links to open-source projects for implementation, illustrating how AI agents are transforming sectors such as healthcare, finance, education, retail, and more.

Python 2 AI 100 Solo live ↗
mehulgupta-dev/AgentOpsGuardian

MCP-based AI agent monitoring system

Python 1 AI 45
tksluangrath/llm-cost-carbon

An MCP server that reconciles real LLM inference cost using ccusage-captured usage logs from Claude Code, Codex, OpenCode, Amp, and other CLI tools.

Python 0 AI 75 1 sig
mh-mansouri/embedded-iot-mentor

Claude Code Agent Skill/API/MCP: mentor for embedded/IoT hardware projects (MCU selection, cost & time estimates, MVP-first build plans, PCB transition guidance).

Python 0 AI 70
Felinerelief627/mcp

Connect LLM agents to your WireBoard analytics data using the Model Context Protocol for real-time and historical project insights.

0 AI 50
paladini/locus-mcp

Agent-first MCP server for LSP-based code intelligence

TypeScript 0 AI 45 Solo live ↗

RELATED Other topics · full topics ranking →

#claude-code

1,555

#ai-agents

1,156

#llm

1,066

#claude

936

#python

802

#ai

737

#developer-tools

723

#mcp

719

#codex

517

Aggregated by case-insensitive match against topics_json of each repo's latest content snapshot. methodology