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Guidance For Deploying Model Context Protocol Servers On Aws

io.github.aws-solutions-library-samples/guidance-for-deploying-model-context-protocol-servers-on-aws
D◆ advisory

This Guidance demonstrates how to securely run Model Context Protocol (MCP) servers on the AWS Cloud using containerized architecture.

1530
github

Www Project Agent Memory Guard

io.github.owasp/www-project-agent-memory-guard
C◆ advisory

OWASP Foundation web repository

agent-memoryagentic-aiai-agents
1530
github

MySearch Proxy

io.github.skernelx/mysearch-proxy
D◆ advisory

Unified search MCP, proxy console, and skill for Tavily, Firecrawl, and Social / X.

ai-searchclaude-codecodex
1530
github

MacOS

io.github.cursortouch/macos-mcp
B◆ advisory

Lightweight MCP server for computer use in MacOS

computer-usemacos
1530
github

Python Client

io.github.gobinfan/python-mcp-server-client
E◆ advisory

支持查询主流agent框架技术文档的MCP server(支持stdio和sse两种传输协议), 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai

agentllmmcp-client
1530
github

Spring Ai

io.github.eazybytes/spring-ai
C◆ advisory

From Java Dev to AI Engineer: Spring AI Fast Track

llmmcp-clientrag
1520
github

Suede Creator Skills

io.github.jasoncolapietro/suede-creator-skills
B◆ advisory

Open-source Agent Skills for Claude Code and Codex: ship-DAG orchestration, A-F code review, AI evals, CI gates, design, copy, SEO/AEO/GEO, Instagram growth,…

agent-orchestrationagent-skillagent-skills
1520
github

Pi ConfigNew

io.github.realchendahuang/pi-config
C◆ advisory

My Pi coding agent setup: 17 plugins + 18 global skills + 2 MCP servers, with a one-line installer and tutorial README.

1520
github

Tinymcp

io.github.golioth/tinymcp
E◆ advisory

Let LLMs control embedded devices via the Model Context Protocol.

hardware
1520
github

Embedded Debugger

io.github.adancurusul/embedded-debugger-mcp
C◆ advisory

MCP server + CLI + Codex/Claude skill for embedded debugging via probe-rs or OpenOCD — ARM Cortex-M, RISC-V, and Xtensa (ESP32), with AI crash diagnosis

ai-skillarm-cortex-mclaude-code
1520
github

Crawl4ai

io.github.weidwonder/crawl4ai-mcp-server
D◆ advisory

用于提供给本地开发者的 LLM的高效互联网搜索&内容获取的MCP Server, 节省你的token

1520
github

Glance

io.github.debugbase/glance
C◆ advisory

AI-powered browser automation MCP server for Claude Code.

aiai-agentbrowser-automation
1520
github

Decipher Research Agent

io.github.mtwn105/decipher-research-agent
E◆ advisory

Turn topics, links, and files into AI-generated research notebooks — summarize, explore, and ask anything.

agentagentic-aiai
1520
github

PDF Tools

io.github.open-document-alliance/pdf-tools
B◆ advisory

Fill, sign, merge, split, and extract PDFs from Claude Desktop and other MCP hosts.

claudeclaude-desktopelectronic-signature
1510
github

Mcptube

io.github.0xchamin/mcptube
D◆ advisory

Transform YouTube videos into a compounding knowledge base with transcripts, vision analysis, and agentic search.

aiclaudecodex
1510
github

Figma

io.github.timholden/figma-mcp-server
E◆ advisory

Model Context Protocol server implementation for Figma API

1500
github

Agent Mail Rust

io.github.dicklesworthstone/mcp_agent_mail_rust
B◆ advisory

Rust MCP server for multi-agent coordination: 34 tools, Git-backed archive, SQLite indexing, advisory file locks, and an interactive TUI console

ai-agentscoordinationrust
1500
github

Client Go

io.github.yincongcyincong/mcp-client-go
D◆ advisory

mcp client for Go (Golang).

aideepseekgo-library
1500
github

Swiggy Manifest

io.github.swiggy/swiggy-mcp-server-manifest
D◆ advisory

1500
github

MCPHub Desktop

io.github.jeamee/mcphub-desktop
E◆ advisory

Desktop APP for Discover and Install MCP Servers

1500
github

Mnemo Cortex

io.github.guymanndude/mnemo-cortex
B◆ advisory

Open-source cognitive coprocessor with active memory for AI agents — persistent recall, semantic search, overnight dreaming, verified facts, encrypted USB sync.

active-memoryagent-memoryai-agents
1500
github

Mazzap

io.github.zymazza/mazzap
C◆ advisory

Mazzap, part of the Mazzstack: essentials for the Singularity Slowlife

digital-twingeospatialgeospatial-analysis
1500
github

Forgemax

io.github.postrv/forgemax
D◆ advisory

Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)

ai-agentsai-toolsgateway
1500
github

Hayhooks

io.github.deepset-ai/hayhooks
B◆ advisory

Easily deploy Haystack pipelines as REST APIs and MCP Tools.

aiapiapi-rest
1500
github
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