Weekly Roundup · Aug 15

20 New MCP Servers This Week

Our automated scan of GitHub found 20 new MCP servers. The Protodex index now covers 26,612 servers across 14 categories.

26,612
Total Servers
+20
New This Week
14
Categories
179,056
Top Stars

New This Week

Servers discovered in the latest GitHub scan, ranked by stars.

#1
Q00/ouroboros
Agent OS: Stop prompting. Start specifying. A Socratic interview gates the spec on an ambiguity scor
★ 5,359AI/LLMPython
#2
ahujasid/ableton-mcp
🎵 Control Ableton Live with Claude AI — create tracks, arrange clips & compose music via MCP
★ 2,898AI/LLMPython
#3
NanoNets/Graft
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with conte
★ 2,193AI/LLMTypeScript
#4
CYB3RMX/Qu1cksc0pe
All-in-One malware analysis tool.
★ 2,044File SystemYARA
#5
fetchai/innovation-lab-examples
80+ production-ready AI agent examples in Python — build autonomous agents, multi-agent systems and
★ 1,103AI/LLMPython
#6
Minima-AI-Inc/minima
On-premises conversational RAG with configurable containers
★ 1,047AI/LLMPython
#7
sandbaseai/sandbase-harness
Open-source CMA-compatible agent runtime for any model, with MCP tools, sandboxed sessions, audit, r
★ 579AI/LLMTypeScript
#8
vostride/agent-qa
Open-source self-improving QA agent for software teams. A test harness with memory. Write tests in n
★ 575AI/LLMTypeScript
#9
wanghuan9/skilldock
SkillDock is an AI skill manager and skill management desktop app for Claude Code, Cursor, Codex, Wi
★ 437AI/LLMRust
#10
Extelligence-ai/bagel
Query robotics, drone, and IoT data in plain English through an MCP server, with an intelligent edge
★ 390File SystemPython

Top Trending

The most-starred MCP servers across the entire index.

#1
n8n-io/n8n
Fair-code workflow automation platform with native AI capabilities. Combine visual buildin
★ 179,056API Integration
#2
google-gemini/gemini-cli
An open-source AI agent that brings the power of Gemini directly into your terminal.
★ 97,650AI/LLM
#3
punkpeye/awesome-mcp-servers
A collection of MCP servers.
★ 83,047Browser/Web
#4
modelcontextprotocol/servers
Model Context Protocol Servers
★ 81,044Memory/Knowledge
#5
koala73/worldmonitor
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitor
★ 61,393Browser/Web
#6
zylon-ai/private-gpt
Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, t
★ 57,316AI/LLM
#7
upstash/context7
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
★ 48,981AI/LLM
#8
sansan0/TrendRadar
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and sm
★ 48,893Communication
#9
headroomlabs-ai/headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer
★ 47,039AI/LLM
#10
HKUDS/nanobot
Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with Web
★ 46,304AI/LLM

By Category

10739 AI/LLM 5098 Other 2788 Code/Dev Tools 1906 API Integration 1058 Database 1027 Security 971 Memory/Knowledge 837 Browser/Web 547 DevOps 469 Search 468 Data/Analytics 432 File System 271 Communication 1 Finance

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