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Top Ready-Made MCP Servers for Claude Code

MCP (Model Context Protocol) is the layer that connects Claude Code to external tools, services, databases, documentation, browsers, cloud platforms, and APIs.

Skills  β†’ Teach Claude how to work
Agents  β†’ Give Claude specialized roles
Hooks   β†’ Automatically enforce/validate actions
MCP     β†’ Give Claude access to external systems and tools

Claude Code can connect to hundreds of external systems through MCP, including issue trackers, databases, monitoring systems, design tools, and source control. Anthropic recommends connecting MCP servers when you otherwise find yourself manually copying information between tools. (Claude)


πŸ† Top MCP Discovery Repositories

Before installing individual MCPs, these are the repositories/directories I recommend using to discover them.

Rank Repository / Directory What It Provides Priority
πŸ₯‡ BrethofAI Awesome MCP Servers Curated, permission-aware MCP servers ⭐⭐⭐⭐⭐
πŸ₯ˆ Official MCP Servers Repository Official reference implementations and ecosystem links ⭐⭐⭐⭐⭐
πŸ₯‰ Awesome MCP Servers Directory Large searchable MCP catalog ⭐⭐⭐⭐⭐
4 Skillselion MCP Directory Large ranked directory, refreshed frequently ⭐⭐⭐⭐
5 Awesome MCP Tools Directory Categorized ecosystem discovery ⭐⭐⭐⭐

Important: The official modelcontextprotocol/servers repository is mainly for reference implementations and education, not a blanket recommendation that every server there is production-ready. (GitHub)


Master Phase β†’ Need β†’ Ready-Made MCP β†’ Repository β†’ Priority

Phase 0 β€” Claude Code Foundation

What You Need Ready-Made MCP Repository Priority
Up-to-date documentation Context7 Upstash / Context7 ⭐⭐⭐⭐⭐
Semantic code intelligence Serena oraios/serena ⭐⭐⭐⭐⭐
File/document conversion MarkItDown Microsoft ⭐⭐⭐⭐
MCP development MCP SDK / server development tools Official MCP ecosystem ⭐⭐⭐⭐⭐
MCP discovery Awesome MCP Servers Community directories ⭐⭐⭐⭐⭐

πŸ₯‡ Context7

Use for:

Latest framework documentation
Library APIs
Package usage
Current code examples
Framework migrations

This is one of the highest-value MCPs for AI-assisted development because models may otherwise rely on outdated library knowledge. A recent Claude Code MCP ranking recommends Context7 specifically for fetching current library documentation into the coding context. (MCPVault)

Priority

⭐⭐⭐⭐⭐⭐

For your development workflow, this should be near the top.


Phase 1 β€” Product Discovery & Research

What You Need Ready-Made MCP Category Recommended Source Priority
Web research Search MCP MCP directories ⭐⭐⭐⭐⭐
GitHub research GitHub MCP Official GitHub MCP ⭐⭐⭐⭐⭐
Documentation research Context7 Context7 ⭐⭐⭐⭐⭐
Knowledge base Notion MCP Official provider MCP ⭐⭐⭐⭐
Team communication Slack MCP Official/provider MCP ⭐⭐⭐⭐
Browser research Browser automation MCP Playwright ecosystem ⭐⭐⭐⭐
Context7
   +
GitHub MCP
   +
Web/Search MCP
   +
Browser MCP

Phase 2 β€” Requirements & Project Management

What You Need MCP Repository / Provider Priority
GitHub Issues GitHub MCP GitHub ⭐⭐⭐⭐⭐
Jira Jira MCP Atlassian ecosystem ⭐⭐⭐⭐⭐
Linear Linear MCP Linear/provider ecosystem ⭐⭐⭐⭐
Notion requirements Notion MCP Notion ⭐⭐⭐⭐
Slack discussions Slack MCP Slack/provider ecosystem ⭐⭐⭐⭐

Claude Code’s MCP documentation specifically highlights workflows such as reading an issue, implementing the requested feature, checking monitoring data, and creating a pull request. (Claude)

flowchart LR
    A[Requirement in Jira/GitHub]
    --> B[Claude Code]

    B --> C[Analyze Requirement]

    C --> D[Implement Feature]

    D --> E[Run Tests]

    E --> F[Create Pull Request]

Phase 3 β€” UX & UI Design

What You Need Ready-Made MCP Repository / Provider Priority
Figma designs Figma MCP Figma ecosystem ⭐⭐⭐⭐⭐
Browser testing Playwright MCP Microsoft / Playwright ecosystem ⭐⭐⭐⭐⭐
Browser automation Playwright MCP Playwright MCP server ⭐⭐⭐⭐⭐
UI inspection Browser automation MCP Community / official ⭐⭐⭐⭐
Design assets Figma/provider MCP Provider ⭐⭐⭐⭐

πŸ₯‡ Playwright MCP

Use it for:

Open application
Inspect UI
Click elements
Fill forms
Test workflows
Capture UI state
Debug browser behavior

The Playwright MCP ecosystem is among the most widely adopted MCP categories and is consistently highly ranked in current MCP directories. (Agent Tresor Hub)


Phase 4 β€” Software Architecture & Codebase Understanding

What You Need Ready-Made MCP Repository Priority
Semantic code navigation Serena oraios/serena ⭐⭐⭐⭐⭐
Current framework docs Context7 Upstash ⭐⭐⭐⭐⭐
Git repository access GitHub MCP GitHub ⭐⭐⭐⭐⭐
Local file access Filesystem MCP Official/community implementations ⭐⭐⭐⭐
Knowledge graph Graph/codebase MCP Community ecosystem ⭐⭐⭐⭐

πŸ₯‡ Serena

Useful for:

Understand large codebases
Navigate symbols
Find references
Semantic retrieval
Targeted editing

Serena is currently listed among the highly ranked MCP coding-agent tools and provides semantic retrieval/editing capabilities for codebases. (Agent Tresor Hub)

Serena
   +
Context7
   +
GitHub MCP

Phase 5 β€” Backend Development

For your .NET development workflow:

What You Need MCP Priority
Latest .NET documentation Context7 ⭐⭐⭐⭐⭐
Code intelligence Serena ⭐⭐⭐⭐⭐
Repository integration GitHub MCP ⭐⭐⭐⭐⭐
API testing HTTP/API MCP ⭐⭐⭐⭐
Database access PostgreSQL / SQL Server MCP ⭐⭐⭐⭐⭐
Container environment Docker MCP ⭐⭐⭐⭐
Context7
    ↓
Serena
    ↓
GitHub MCP
    ↓
Database MCP
    ↓
Docker MCP

Phase 6 β€” Frontend Development

What You Need MCP Priority
Current React/Next docs Context7 ⭐⭐⭐⭐⭐
UI testing Playwright MCP ⭐⭐⭐⭐⭐
Design integration Figma MCP ⭐⭐⭐⭐⭐
Browser debugging Browser MCP ⭐⭐⭐⭐
GitHub integration GitHub MCP ⭐⭐⭐⭐⭐

Phase 7 β€” Database Engineering

What You Need Ready-Made MCP Priority
PostgreSQL PostgreSQL MCP ⭐⭐⭐⭐⭐
SQL Server SQL Server MCP ⭐⭐⭐⭐⭐
MySQL MySQL MCP ⭐⭐⭐⭐
SQLite SQLite MCP ⭐⭐⭐⭐
Redis Redis MCP ⭐⭐⭐⭐

For production databases:

Development DB
      ↓
Read/Write MCP

Staging DB
      ↓
Restricted MCP

Production DB
      ↓
Read-only MCP

Do not give a coding agent unrestricted write access to production databases.

MCP servers can expose mutating tools, so the permissions and trust boundary of each server should be reviewed before connection. The curated BrethofAI directory explicitly labels servers as read-only or mutating to help evaluate that risk. (GitHub)


Phase 8 β€” Testing & QA

What You Need MCP Priority
Browser E2E tests Playwright MCP ⭐⭐⭐⭐⭐
API testing HTTP/API MCP ⭐⭐⭐⭐⭐
Repository test analysis GitHub MCP ⭐⭐⭐⭐
Test documentation Context7 ⭐⭐⭐⭐
Visual testing Browser/Playwright MCP ⭐⭐⭐⭐
Claude Code
    β”‚
    β”œβ”€β”€ Playwright MCP
    β”‚
    β”œβ”€β”€ API Testing MCP
    β”‚
    └── GitHub MCP

Phase 9 β€” Security

What You Need MCP Priority
Security scanning Security scanner MCP ⭐⭐⭐⭐⭐
Dependency analysis Package/security MCP ⭐⭐⭐⭐⭐
Secret management Cloud Secret MCP ⭐⭐⭐⭐⭐
Cloud security Cloud provider MCP ⭐⭐⭐⭐⭐
Repository security GitHub MCP ⭐⭐⭐⭐
Claude Code
   ↓
Security MCP
   ↓
Analyze
   ↓
Report
   ↓
Human Approval
   ↓
Fix

Avoid MCPs that automatically:

unless you have explicit approval and strong guardrails.


Phase 10 β€” DevOps & Infrastructure

What You Need Ready-Made MCP Priority
Docker Docker MCP ⭐⭐⭐⭐⭐
Kubernetes Kubernetes MCP ⭐⭐⭐⭐⭐
Terraform Terraform MCP ⭐⭐⭐⭐⭐
GitHub Actions GitHub MCP ⭐⭐⭐⭐⭐
Azure Azure MCP ⭐⭐⭐⭐⭐
Cloudflare Cloudflare MCP ⭐⭐⭐⭐
flowchart TD

    A[Claude Code]

    A --> B[GitHub MCP]

    A --> C[Docker MCP]

    A --> D[Kubernetes MCP]

    A --> E[Terraform MCP]

    A --> F[Azure MCP]

For production infrastructure, use:

Development β†’ Read/Write
Staging     β†’ Restricted
Production  β†’ Read-only or Approval Required

Phase 11 β€” Azure & .NET Cloud Development

For your interests, this should be a dedicated group.

What You Need MCP Category Priority
Azure resource discovery Azure MCP ⭐⭐⭐⭐⭐
Azure documentation Context7 + Azure docs ⭐⭐⭐⭐⭐
Azure DevOps Azure DevOps MCP ⭐⭐⭐⭐⭐
Application monitoring Azure Monitor MCP ⭐⭐⭐⭐⭐
Log analysis Monitoring/log MCP ⭐⭐⭐⭐⭐
Key Vault Azure Key Vault integration ⭐⭐⭐⭐⭐
Azure MCP
    +
Azure DevOps MCP
    +
Context7
    +
GitHub MCP
    +
Monitoring MCP

Phase 12 β€” Observability & Production

What You Need Ready-Made MCP Priority
Error monitoring Sentry MCP ⭐⭐⭐⭐⭐
Metrics Datadog MCP ⭐⭐⭐⭐⭐
Logs Elasticsearch/Grafana MCP ⭐⭐⭐⭐
Cloud monitoring Azure Monitor MCP ⭐⭐⭐⭐⭐
Application debugging Monitoring MCP ⭐⭐⭐⭐⭐

Anthropic specifically lists connecting monitoring data as a useful Claude Code MCP workflow. (Claude)

Production Debugging Flow

Production Issue
      ↓
Sentry / Monitoring MCP
      ↓
Logs + Errors + Metrics
      ↓
Claude Analysis
      ↓
GitHub Code Context
      ↓
Root Cause
      ↓
Fix
      ↓
Tests
      ↓
Pull Request

Phase 13 β€” AI Engineering & RAG

This is highly relevant to your interests.

What You Need MCP Priority
AI documentation Context7 ⭐⭐⭐⭐⭐
Vector database Pinecone / Qdrant / Weaviate MCP ⭐⭐⭐⭐⭐
RAG data Database/document MCP ⭐⭐⭐⭐⭐
Model APIs AI provider MCP ⭐⭐⭐⭐⭐
AI evaluation Evaluation platform MCP ⭐⭐⭐⭐
Agent tools Custom MCP servers ⭐⭐⭐⭐⭐
flowchart TD

    A[Claude Code]

    A --> B[Context7 MCP]

    A --> C[Vector DB MCP]

    A --> D[Document MCP]

    A --> E[Database MCP]

    B --> F[RAG Development]

    C --> F

    D --> F

    E --> F

Phase 14 β€” Documentation & Knowledge

What You Need Ready-Made MCP Priority
Knowledge base Notion MCP ⭐⭐⭐⭐⭐
Document processing MarkItDown ⭐⭐⭐⭐
GitHub documentation GitHub MCP ⭐⭐⭐⭐⭐
Latest technical docs Context7 ⭐⭐⭐⭐⭐
Internal knowledge Custom Knowledge MCP ⭐⭐⭐⭐⭐

Microsoft’s MarkItDown is currently highly popular for converting documents such as PDFs, Office files, HTML, and images into Markdown suitable for AI workflows. (awesome-mcp.tools)


Phase 15 β€” Communication & Collaboration

What You Need MCP Priority
Slack Slack MCP ⭐⭐⭐⭐⭐
Microsoft Teams Teams MCP ⭐⭐⭐⭐
Email Gmail/Email MCP ⭐⭐⭐⭐
Notion Notion MCP ⭐⭐⭐⭐⭐
GitHub GitHub MCP ⭐⭐⭐⭐⭐

πŸ† My Recommended Top 20 MCP Servers for You

Based on your focus on Claude Code + .NET + Architecture + Azure + RAG + AI Agents:

Rank MCP Primary Purpose Priority
πŸ₯‡ 1 Context7 Current library documentation ⭐⭐⭐⭐⭐
πŸ₯ˆ 2 GitHub MCP Repository, issues, PRs ⭐⭐⭐⭐⭐
πŸ₯‰ 3 Serena Semantic codebase intelligence ⭐⭐⭐⭐⭐
4 Playwright MCP Browser automation and testing ⭐⭐⭐⭐⭐
5 Azure MCP Azure resources ⭐⭐⭐⭐⭐
6 Azure DevOps MCP Boards and pipelines ⭐⭐⭐⭐⭐
7 PostgreSQL / SQL Server MCP Database development ⭐⭐⭐⭐⭐
8 Docker MCP Containers ⭐⭐⭐⭐
9 Kubernetes MCP Cluster operations ⭐⭐⭐⭐
10 Terraform MCP Infrastructure ⭐⭐⭐⭐
11 Figma MCP Design-to-code ⭐⭐⭐⭐
12 Sentry MCP Error monitoring ⭐⭐⭐⭐⭐
13 Datadog / Metrics MCP Observability ⭐⭐⭐⭐
14 Notion MCP Knowledge and requirements ⭐⭐⭐⭐
15 Slack MCP Team communication ⭐⭐⭐
16 Vector DB MCP RAG development ⭐⭐⭐⭐⭐
17 API/HTTP MCP API integration/testing ⭐⭐⭐⭐⭐
18 Filesystem MCP Controlled file access ⭐⭐⭐⭐
19 MarkItDown Document ingestion/conversion ⭐⭐⭐⭐
20 Custom MCP Your internal systems ⭐⭐⭐⭐⭐

πŸ₯‡ My Recommended MCP Starter Pack

Do not install all 20 initially.

Start with:

CORE DEVELOPMENT
β”œβ”€β”€ Context7
β”œβ”€β”€ GitHub MCP
β”œβ”€β”€ Serena
└── Playwright MCP

.NET / BACKEND
β”œβ”€β”€ SQL Server or PostgreSQL MCP
└── API MCP

CLOUD
β”œβ”€β”€ Azure MCP
└── Azure DevOps MCP

OBSERVABILITY
└── Sentry or Azure Monitor MCP

AI
└── Vector Database MCP

Recommended End-to-End MCP Architecture

flowchart TD

    CLAUDE[Claude Code]

    CLAUDE --> DEV[Development MCPs]
    CLAUDE --> PROD[Product MCPs]
    CLAUDE --> CLOUD[Cloud MCPs]
    CLAUDE --> OBS[Observability MCPs]
    CLAUDE --> AI[AI MCPs]

    DEV --> C7[Context7]
    DEV --> GH[GitHub]
    DEV --> SERENA[Serena]
    DEV --> PLAY[Playwright]

    PROD --> JIRA[Jira]
    PROD --> NOTION[Notion]
    PROD --> FIGMA[Figma]

    CLOUD --> AZURE[Azure]
    CLOUD --> DOCKER[Docker]
    CLOUD --> K8S[Kubernetes]

    OBS --> SENTRY[Sentry]
    OBS --> MONITOR[Azure Monitor]

    AI --> VECTOR[Vector DB]
    AI --> DOCS[Document MCP]

Repository Structure Recommendation

Keep MCP configuration separate from Skills, Agents, and Hooks:

project/
β”‚
β”œβ”€β”€ .claude/
β”‚   β”œβ”€β”€ CLAUDE.md
β”‚   β”‚
β”‚   β”œβ”€β”€ skills/
β”‚   β”œβ”€β”€ agents/
β”‚   β”œβ”€β”€ hooks/
β”‚   └── commands/
β”‚
β”œβ”€β”€ .mcp.json
β”‚
β”œβ”€β”€ src/
β”œβ”€β”€ tests/
└── docs/

Claude Code supports project-scoped MCP configuration in .mcp.json, which can be committed to version control so the team shares the same MCP configuration. Claude prompts for approval before using project-scoped MCP servers. (Claude)


Recommended Installation Order

Tier 1 β€” Install Immediately

1. Context7
2. GitHub MCP
3. Serena
4. Playwright MCP

Tier 2 β€” Based on Your .NET Project

5. SQL Server MCP
6. Azure MCP
7. Azure DevOps MCP
8. Docker MCP

Tier 3 β€” Production Projects

9. Sentry / Azure Monitor MCP
10. Kubernetes MCP
11. Terraform MCP

Tier 4 β€” AI Projects

12. Vector Database MCP
13. Document MCP
14. AI Evaluation MCP

Important MCP Security Rule

MCP is powerful because it gives Claude access to external systems.

Therefore:

SKILL
  = Instructions

AGENT
  = Specialized reasoning

HOOK
  = Automated enforcement

MCP
  = Real-world access

Treat every MCP as part of your security boundary.

Anthropic explicitly warns that MCP servers fetching external content can expose Claude Code to prompt-injection risks, and MCP tool access should be granted explicitly rather than broadly. (Claude)

My recommendation for your setup

PERSONAL / USER MCPs
β”œβ”€β”€ Context7
β”œβ”€β”€ GitHub
β”œβ”€β”€ Serena
└── Documentation tools

PROJECT MCPs
β”œβ”€β”€ Database
β”œβ”€β”€ Azure
β”œβ”€β”€ Playwright
└── Project-specific APIs

PRODUCTION MCPs
β”œβ”€β”€ Read-only monitoring
β”œβ”€β”€ Read-only logs
└── Restricted infrastructure access

The best next step is to build a single complete Claude Code ecosystem matrix combining everything you’ve asked for:

| Phase | Skills | Agents | Hooks | MCPs | Priority | Recommended Repository | Installation | | —– | β€”β€” | β€”β€” | —– | β€”- | ——– | β€”β€”β€”β€”β€”β€”β€”- | β€”β€”β€”β€” |

That would give you one complete Idea β†’ Architecture β†’ Development β†’ Testing β†’ Security β†’ Deployment β†’ AI β†’ Production Claude Code setup.