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MCP Servers

Model Context Protocol servers - tools, resources, and prompts for Claude and other AI assistants.

Start Better

Pick the workflow before you pick the server.

MCP discovery works better when people begin from a job to be done. Route them into a scene, a curated stack, or a high-signal tag before they start scanning tool cards.

Scenes

Code Write Code

Code review, refactoring, debugging, and language tools

Research Research & Knowledge

RAG, embeddings, docs search, and knowledge agents

Ops Deploy & Automate

CI/CD, infra, ops, and scheduled workflows

Stacks

Code AI Coding Stack

Code faster with repo context, review discipline, and browser-backed verification.

Research Research Stack

Collect, inspect, and synthesize source material without losing the thread.

Ops Founder Ops Stack

Keep decisions, tasks, and recurring automations from scattering across tools.

Tags

#general10066#data-ai3927#development1174#finance871#productivity810#devops-infra805#python552#gcp371
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Popular tags

Showing 24 of 133 MCP tools

stdiosrc
1 stars

N Agent

A system built on AWS that uses Bedrock AgentCore for semantic document search and agentic tool use

Verified
github-topic:mcpSynced 5mo ago
23 tools
Active/5mo ago/High signal
data-aidata-aiaws
stdiodocker
1 stars

Autonomath Mcp

Japan public-program MCP server — 11,684 subsidies + 9,484 e-Gov laws + 22,258 enforcement + 13,801 invoice registrants + 166K corporate. 93 tools, ¥3/req, 3 free/day.

Verified
github-topic:mcp-serverSynced 3mo ago
1 tools
Active/3mo ago/High signal
generalgeneralaws
stdiopip
1 stars

Cloudprice Mcp

MCP server that compares on-demand VM pricing across AWS, Azure, and GCP in real time

VerifiedInstall Ready
github-topic:model-context-protocolSynced 1mo ago
20 tools
Active/2mo ago/High signal
financefinanceaws
stdiosrc
1 stars

Mcp Starter Kit

Templates and install scripts to wire any MCP-compatible AI client (Claude Code, Cursor, Continue.dev, Cline, Windsurf, etc.) to Jenkins, Bitbucket, Atlassian, AWS (CloudWatch/Athena/SQS), MySQL, MS SQL Server.

Verified
github-topic:model-context-protocolSynced 3mo ago
8 tools
Active/4mo ago/High signal
data-aidata-aimysql
stdionpx
1 stars

korinfra

Open-source FinOps CLI for AWS. Scans your account, finds cost and security waste, and auto-generates the Terraform fixes. Rule-based core, optional AI assist for complex patches.

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
36 tools
Active/3mo ago/High signal
generalgeneralaws
stdiosrc
1 stars

Clawside

Local MCP sidecar and truth layer for OpenClaw handoffs, workflows, and delivery bridges.

Verified
github-topic:model-context-protocolSynced 3mo ago
Active/3mo ago/High signal
generalgeneralaws
stdiodocker
1 stars

robosystems-app

RoboSystems App is the web interface for the RoboSystems financial intelligence platform — unifying knowledge graphs, document search, and AI-powered insights in one application. Next.js 16+ with complete AWS infrastructure and GitHub Actions CI/CD—fork and deploy to your own AWS account.

Verified
github-topic:mcpSynced 3mo ago
Active/3mo ago/High signal
financefinanceaws
stdiosrc
1 stars

Lexlink Ko Mcp

MCP server integrating the Korean National Law Information Center Open API for structured access to laws, precedents, and legal interpretations.

Verified
smitherySynced 3mo ago
16 tools
Active/5mo ago/High signal
generalgeneralaws
stdiodocker
1 stars

Devops Mcp Server

AI-native DevOps MCP server exposing K8s, Terraform, and AWS tools.

Verified
github-topic:mcp-serverSynced 3mo ago
264 tools
Active/3mo ago/High signal
devops-infradevops-infrakubernetes
stdiosrc
1 stars

10x

Curated Claude Code plugin marketplace: sniff (AI QA), ui-ux-suite (design audit), recap-studio (explainer generator), aws-cost-audit. One install command.

Verified
github-topic:mcpSynced 3mo ago
Active/4mo ago/High signal
generalgeneralaws
stdionpm
1 stars

mcp-server-claude

Self-hosted MCP server for Claude.ai. Give Claude direct access to your AWS, SSH, local shell, GitHub, PostgreSQL and PM2 — without Claude Code. Your keys never leave your machine.

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
14 tools
Active/4mo ago/High signal
data-aidata-aipostgresql
stdionpm
1 stars

cc-aws-keepalive

Keep Claude Code sessions alive through AWS credential expiry

Verified
github-topic:mcpSynced 3mo ago
33 tools
Active/4mo ago/High signal
devops-infradevops-infraaws
stdiodocker
1 stars

clawstash

AI-optimized stash storage — dynamic RAG for agents. Store, search, and retrieve docs, code, and data on demand via MCP or REST API.

Verified
github-topic:mcp-serverSynced 3mo ago
17 tools
Active/3mo ago/High signal
generalgeneralaws
stdionpx
0 stars

labor-law-mcp

Provide accurate retrieval and search of Japanese labor and social insurance laws and official notices to prevent information errors in labor queries.

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
Active/3mo ago/Medium signal
generalgeneralaws
stdionpm
0 stars

google-contacts-mcp

📇 Access Google Contacts securely with a serverless MCP server on AWS Lambda, using per-user OAuth for real-time, privacy-focused data retrieval.

VerifiedInstall Ready
github-topic:mcp-serverSynced 3mo ago
Active/3mo ago/Medium signal
devops-infradevops-infraaws
stdiosrc
0 stars

Mcp Aws Solution Architect

MCP server exposing AWS Solution Architect tools (services, diagrams, cost, Well-Architected, ADR).

Verified
github-topic:model-context-protocolSynced 3mo ago
6 tools
Active/4mo ago/Medium signal
devops-infradevops-infraaws
stdiodocker
0 stars

Cloudkeys

Find leaked cloud keys (AWS/GCP/Azure) + classify blast radius

Verified
github-topic:mcp-serverSynced 3mo ago
2 tools
Active/3mo ago/Medium signal
generalgeneralaws
stdionpx
0 stars

Clawskills

MCP server + skill docs teaching AI agents to reliably integrate with 14 SaaS APIs — auth, rate limits, recipes, and cross-tool playbooks.

VerifiedInstall Ready
github-topic:mcp-serverSynced 3mo ago
1 tools
Active/4mo ago/Medium signal
generalgeneralaws
stdiosrc
0 stars

Debuggai

Detect AI code bugs, security flaws, and API mismatches before production with a universal verification layer for generated software

Verified
github-topic:mcpSynced 2mo ago
Active/2d ago/Medium signal
generalgeneralaws
stdiosrc
0 stars

Karpenter Provider Aws

Karpenter is a Kubernetes Node Autoscaler built for flexibility, performance, and simplicity.

Verified
smitherySynced 3mo ago
Stale/11mo ago/Low signal
devops-infradevops-infranodejs
stdionpm
0 stars

roofclaw-meta-ads-agent

Open-source launchpad for marketing-configured RoofClaws to run Meta (Facebook + Instagram) ad campaigns end-to-end with Higgsfield AI creative generation. Built around the official Meta Ads CLI + MCP released April 29, 2026, with a custom wrapper that fixes the broken video-creative path.

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
Active/5mo ago/Medium signal
testingtestingaws
stdionpm
0 stars

aws-open-data-mcp

☁️📂 MCP server for accessing AWS Open Data Registry

Install Ready
unknownSynced 3mo ago
3 tools
Stale/9mo ago/Low signal
devops-infradevops-infraaws
stdiodocker
0 stars

Terraform Mcp Amazon Eks

Drop-in Terraform module to deploy an MCP server on AWS EKS with the FaaS-style hot-pod pattern — warm pod pool, sub-100ms invoke, HTTP + queue triggers, OTel built in. Pairs with terraform-mcp-cloudrun.

Verified
github-topic:mcpSynced 2mo ago
Active/3mo ago/Medium signal
devops-infradevops-infraaws
stdiosrc
0 stars

Claude Code Delegate Local

MCP server that delegates Claude Code subagents to local models (LiteLLM/llama.cpp/Ollama), DeepSeek, AWS Bedrock, or any OpenAI/Anthropic-compatible backend — without losing the Claude Code orchestrator session.

Verified
github-topic:mcp-serverSynced 3mo ago
9 tools
Active/4mo ago/Medium signal
data-aidata-aiaws
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