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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

#general10064#data-ai3928#development1172#finance870#productivity809#devops-infra806#python551#gcp371
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Popular tags

Showing 24 of 806 MCP tools

stdiosrc
6 stars

Demandbird

DemandBird is a social media management tool for teams and agencies. AI-native with MCP and API. Grow your brand with a unified content creation pipeline, scheduling, analytics, and repurposing workflow.

Verified
github-topic:mcp-serverSynced 3mo ago
Active/4mo ago/High signal
devops-infradevops-infra
stdionpx
6 stars

selfhosted-sentry-mcp

MCP server for self-hosted Sentry: issues, events, releases, users, org stats, and project diagnostics for AI assistants.

VerifiedInstall Ready
github-topic:model-context-protocolSynced 3mo ago
1 tools
Active/4mo ago/High signal
devops-infradevops-infra
stdionpx
6 stars

@kagura-agent/flowforge

Enforced workflow engine — state machine + gates that block progression until conditions are met

VerifiedInstall Ready
agent-topic:ai-agentSynced 3mo ago
1 tools
Active/3mo ago/High signal
devops-infradevops-infra
stdiosrc
6 stars

Uplizd Solutions

Build, connect, deploy, and scale true AI agents. 3,000+ pre-built solution templates, 10,000+ integrations, visual canvas, and full code control — everything you need to automate workflows, streamline operations, and supercharge your pipeline on Uplizd.

Verified
github-topic:mcpSynced 3mo ago
1 tools
Active/3mo ago/High signal
devops-infradevops-infra
stdionpx
6 stars

Observability Mcp

Unified observability gateway for AI agents — one MCP server for Prometheus, Loki, and any backend, with cross-signal anomaly detection and a built-in Web UI.

VerifiedInstall Ready
github-topic:mcp-serverSynced 1mo ago
16 tools
Active/1mo ago/High signal
devops-infradevops-infra
stdionpm
6 stars

agent-config

Contextual continuity infrastructure for AI coding agents — semantic memory across sessions and org-mode knowledge bases. Pi extension + Gemini Embedding 2 + LanceDB.

Verified
agent-topic:ai-agentSynced 3mo ago
35 tools
Active/3mo ago/High signal
devops-infradevops-infra
stdionpx
6 stars

@burcusg/azure-devops-mcp-onprem

MCP server for on-premises Azure DevOps Server (TFS) with TFVC support - shelvesets, changesets, Work Items, Git, Pipelines, Test Plans, Wiki for AI assistants.

VerifiedInstall Ready
github-topic:model-context-protocolSynced 3mo ago
56 tools
Active/3mo ago/High signal
devops-infradevops-infraazure
stdiosrc
6 stars

Prometheus Llm

PrometheusLLM is a unique transformer architecture inspired by dignity and recursion. This project aims to explore new frontiers in AI research and welcomes contributions from the community. 🐙🌟

Verified
github-topic:mcpSynced 2mo ago
Active/2d ago/High signal
devops-infradevops-infra
stdiosrc
6 stars

Reshapr Helm Charts

Helm Charts for installing reShapr components on Kubernetes

Verified
github-topic:mcp-serverSynced 3mo ago
Active/3mo ago/High signal
devops-infradevops-infrakubernetes
stdionpx
6 stars

mails-agent

mails-agent: Email infrastructure for AI agents. Send, receive, search, extract verification codes. CLI + SDK + Cloudflare Worker. Based on chekusu/mails.

VerifiedInstall Ready
agent-topic:ai-agentSynced 3mo ago
18 tools
Active/3mo ago/High signal
devops-infradevops-infra
stdiosrc
5 stars

AppTheory

Contract-first serverless runtime for AWS Lambda.

Verified
github-topic:mcpSynced 3mo ago
4 tools
Active/3mo ago/High signal
devops-infradevops-infraaws
stdiosrc
5 stars

Agentmesh

AgentMesh is a visual pipeline builder built on LangGraph + MCP — mix Gemini, OpenAI, and Groq agents per node, and watch execution happen live via real-time event streaming.

Verified
github-topic:mcpSynced 1mo ago
58 tools
Active/2mo ago/High signal
devops-infradevops-infranodejs
stdiosrc
5 stars

Gatling Ai Extensions

Skills and an MCP server to help you deploy and run load tests on Gatling Enterprise directly from your IDE.

Verified
github-seedsSynced 3mo ago
2 tools
Active/3mo ago/High signal
devops-infradevops-infra
stdiosrc
5 stars

NOS

An opensource agentic system infrastructure - not an OS

Verified
github-topic:mcpSynced 3mo ago
20 tools
Active/3mo ago/High signal
devops-infradevops-infra
stdionpx
5 stars

kebab-mcp

Personal MCP server framework — deploy your AI backend to Vercel in 5 minutes. 86+ tools, 16 connectors. One endpoint for Claude Desktop, Cursor, Windsurf, ChatGPT.

VerifiedInstall Ready
github-topic:model-context-protocolSynced 1mo ago
87 tools
Active/1mo ago/High signal
devops-infradevops-infra
stdiosrc
5 stars

Agentxsuite

AgentxSuite is an open-source platform to connect, manage, and monitor AI Agents and Tools across multiple MCP servers — in one unified interface.

Verified
github-topic:model-context-protocolSynced 3mo ago
7 tools
Active/3mo ago/High signal
devops-infradevops-infra
stdionpm
5 stars

tauri-temp

🚀 Monitor your Claude Code sessions effortlessly on macOS with real-time status updates and quick access features for a streamlined development experience.

Verified
github-topic:mcp-serverSynced 3mo ago
Active/3mo ago/High signal
devops-infradevops-infra
stdiodocker
5 stars

helm-oss

HELM OSS — Open-source core of the HELM Autonomous OS. Policy enforcement, kernel runtime, proof graphs, and audit infrastructure.

Verified
github-topic:mcpSynced 4mo ago
38 tools
Active/4mo ago/High signal
devops-infradevops-infra
stdiosrc
5 stars

Usectl Cli

usectl-cli is the official command-line interface (CLI) for the usectl.com platform. It allows developers to manage projects, trigger deployments, configure custom domains, handle organizations, and monitor runtime/build logs directly from their terminal.

Verified
github-topic:mcpSynced 3mo ago
1 tools
Active/4mo ago/High signal
devops-infradevops-infra
stdiosrc
5 stars

Json Ghost Mannequin Pipeline

👗 Streamline ghost-mannequin photography with an automated 6-step pipeline for e-commerce, ensuring high-quality images and efficient processing.

Verified
github-topic:mcpSynced 3mo ago
Active/3mo ago/High signal
devops-infradevops-infra
stdionpx
5 stars

@ken-jo/agent-connector

Deploy one MCP to every agent CLI. Write your server + hooks once with defineConnector() → native config, plugin & marketplace across 42 agent CLIs (Claude Code, Codex, Cursor, Copilot, Gemini, OpenCode, Warp, Zed…). Built-in per-tool token telemetry. Apache-2.0.

VerifiedInstall Ready
github-topic:mcp-serverSynced 2mo ago
18 tools
Active/2mo ago/High signal
devops-infradevops-infra
stdiodocker
5 stars

Pt Edge

Precomputed reasoning cache for AI infrastructure decisions — 220K+ pages tracking the open-source AI ecosystem

unknownSynced 3mo ago
5 tools
Active/3mo ago/High signal
devops-infradevops-infra
stdionpm
5 stars

macvis

MacVis — open-source local-first AI agent for macOS. Multi-provider (Claude, GPT, Gemini, Ollama). Full Mac access via MCP. BYOK, no backend, no telemetry. Download free.

Verified
github-topic:mcpSynced 3mo ago
10 tools
Active/3mo ago/High signal
devops-infradevops-infra
stdionpx
5 stars

@yawlabs/aws-mcp

AWS MCP server — streamlines AWS SSO login from inside AI assistants (fixes the browser-won't-open-from-subprocess problem)

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
4 tools
Active/3mo ago/High signal
devops-infradevops-infraaws
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