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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#finance871#productivity808#devops-infra806#python551#gcp371
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Popular tags

Showing 24 of 806 MCP tools

stdiodocker
3 stars

Anyclaw

Infrastructure sidecar connecting AI agents to channels and tools

Verified
github-topic:mcpSynced 3mo ago
18 tools
Active/4mo ago/High signal
devops-infradevops-infra
stdiodocker
3 stars

Mcp Awareness

Cross-platform memory and ambient awareness for AI agents — knowledge store, alert collation, and intention tracking via MCP. Self-host or cloud.

Verified
github-topic:model-context-protocolSynced 3mo ago
80 tools
Active/4mo ago/High signal
devops-infradevops-infra
stdionpm
3 stars

bc-container-mcp

MCP server for managing Business Central Docker containers - create, publish, test, backup, restore, and monitor BC dev environments using natural language.

VerifiedInstall Ready
github-topic:mcp-serverSynced 3mo ago
75 tools
Active/3mo ago/High signal
devops-infradevops-infradocker
stdionpx
3 stars

iranti

Memory infrastructure for multi-agent AI systems. Shared, persistent, consistent knowledge for agents that need to stop forgetting.

VerifiedInstall Ready
list:awesome-mcp-servers-punkpeyeSynced 3mo ago
21 tools
Active/4mo ago/High signal
devops-infradevops-infra
stdionpm
3 stars

sanna-ts

Trust infrastructure for AI agents — constitution enforcement and cryptographic receipts. TypeScript SDK.

VerifiedInstall Ready
github-topic:model-context-protocolSynced 3mo ago
58 tools
Active/3mo ago/High signal
devops-infradevops-infratypescript
stdionpm
3 stars

aws-ses-mcp

This is a simple Model Context Protocol (MCP) server that sends emails using AWS SES (Simple Email Service). Perfect for integrating with Cursor or Claude Desktop to compose and send emails directly without copy-pasting. The service supports both plain text and HTML emails with advanced features like CC, BCC, and reply-to functionality.

VerifiedInstall Ready
smitherySynced 2mo ago
Active/3mo ago/High signal
devops-infradevops-infraaws
stdionpm
3 stars

@noocodex/dagonizer-workspace

TypeScript DAG framework for orchestrating work as a directed acyclic graph of typed nodes ⦿ State machine lifecycle ⦿ Node Observability ⦿ Orchestrated by a central authority

Verified
agent-topic:ai-agentSynced 3mo ago
1 tools
Active/3mo ago/High signal
devops-infradevops-infratypescript
stdiosrc
3 stars

PelleNybe

🚀 Pelle Nyberg | CEO @ Corax CoLAB – Deep Tech Developer & Robotics Innovator bridging the gap between software and matter. Architect of GAP (IoT) and GAPbot (Hexapod Robotics). Specializing in Edge AI, Autonomous Systems, and GreenTech. Building the physical and digital infrastructure for an automated future. 🤖🌱

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

Cloudflare Remix Vite Mcp

🛠️ Build interactive MCP widgets on Cloudflare Workers for embedding in AI chat interfaces, enhancing conversations with stateful experiences.

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

Streamshub Mcp

MCP servers for Kubernetes-based streaming platforms — read-only, structured access to infrastructure for LLM-driven diagnostics

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

Createos Mcp

Deploy full-stack apps directly from any AI assistant. 75+ MCP tools for projects, deployments, databases, environments, security & more.

Verified
github-topic:mcp-serverSynced 2mo ago
3 tools
Active/2mo ago/High signal
devops-infradevops-infra
stdiodocker
3 stars

Moltrust Api

MolTrust Protocol — AI Agent Trust Infrastructure

Verified
github-topic:mcpSynced 2mo ago
9 tools
Active/3mo ago/High signal
devops-infradevops-infra
stdiodocker
3 stars

agent-studio

visual AI agent builder with multi-agent orchestration, RAG pipeline, MCP/A2A protocols, and continuous learning

Verified
github-topic:mcpSynced 3mo ago
26 tools
Active/3mo ago/High signal
devops-infradevops-infra
stdiobin
3 stars

Leather

Local agent infrastructure in one stdlib-only Go binary

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

Vibe Engineering

Deliver and enforce engineering discipline with 38 proven skills and a CLI designed for real-world multi-agent CI/CD workflows.

Verified
github-topic:mcpSynced 1mo ago
Active/2d ago/High signal
devops-infradevops-infra
stdionpx
3 stars

neurodock

A local-first cognitive substrate for neurodivergent professionals. Gives Claude memory, a sense of time, a translator for corporate ambiguity, and a guardrail that refuses to amplify rumination, hyperfocus, or sycophancy. MCP-native. No telemetry. AGPL-3.0-or-later. Self-ID sufficient — no diagnosis gating.

VerifiedInstall Ready
github-topic:model-context-protocolSynced 3mo ago
Active/3mo ago/High signal
devops-infradevops-infra
stdiodocker
3 stars

Gengeo Agent Registry

Machine-readable merchant verification infrastructure for AI shopping agents and agentic commerce systems.

Verified
github-topic:model-context-protocolSynced 3mo ago
Active/3mo ago/High signal
devops-infradevops-infra
stdiosrc
3 stars

Ragpipe

RAG pipeline library for Python. Ingest files, git repos, web pages into vector databases with 3 functions: ingest(), query(), pipe(). CLI + YAML configs. Works with Qdrant, Pinecone, Ollama, OpenAI.

Verified
agent-topic:ai-agentSynced 3mo ago
16 tools
Active/4mo ago/High signal
devops-infradevops-infrapython
stdiosrc
3 stars

Syntheticbrew

Every business needs AI; building the infrastructure is the hard part. SyntheticBrew gives you the whole stack — RAG, knowledge graphs, memory, tools, orchestration — plus a no-code dashboard to build, test & run agents. Upload your ▎ docs, connect your systems, and spawn agents in plain English — grounded in your business data, not guesswork.

Verified
github-topic:mcpSynced 2mo ago
1 tools
Active/2mo ago/High signal
devops-infradevops-infra
stdiosrc
3 stars

Mcp Read Only Grafana

MCP server for read-only access to Grafana instances

Verified
github-topic:mcp-serverSynced 2mo ago
Active/3mo ago/High signal
devops-infradevops-infra
stdionpx
3 stars

strale

Trust and quality infrastructure for AI agents. 225+ quality-scored capabilities, SQS scoring, EU AI Act support.

Install Ready
unknownSynced 3mo ago
3 tools
Active/3mo ago/High signal
devops-infradevops-infra
stdionpx
3 stars

forgecraft-mcp

MCP server that gives AI coding assistants production-grade engineering standards — SOLID, testing, architecture, CI/CD — for Claude, Cursor, Copilot, Windsurf, Cline & Aider

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

Meho

MCP-native governance layer for safe AI-driven infrastructure operations. v0.1 in development.

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

Piqrypt

AI agent governance layer — sign, monitor and control every agent action. EU AI Act · ANSSI · NIST ready.

Verified
agent-topic:autogenSynced 3mo ago
26 tools
Active/3mo ago/High signal
devops-infradevops-infra
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