Skip to main content
Watch: I Built an AI App Without Leaving Databricks

BEST MCP SERVERS

The 15 best MCP servers in 2026, organized by category. These are the servers I actually use with Claude Code and Cursor daily. Each one includes an install command you can run right now.

Last updated: April 2026. All servers tested with Claude Code and Cursor.

Quick starter kit

If you are setting up MCP for the first time, start with these three: Filesystem (let your agent read your project), GitHub (PRs, issues, code search), and Fetch (read web pages and docs). That covers 80% of daily coding workflows.

1

Filesystem

File Access

The official MCP filesystem server from Anthropic. Gives Claude Code and other MCP clients read/write access to directories on your machine with configurable path restrictions. Essential for any coding workflow where the agent needs to read project files, write configs, or manage assets.

Verdict: The foundation of every MCP setup. Start here.

npx -y @modelcontextprotocol/server-filesystem /path/to/dir
Best for: File read/writeRating: 9.5/10Free / Open Source
2
GitHub

GitHub

Version Control

Official GitHub MCP server that lets agents create repos, open pull requests, manage issues, search code, and review diffs. Supports both personal and organization repos. Turns your AI assistant into a full GitHub workflow partner that can triage issues, draft PRs, and manage releases.

Verdict: Must-have for any team using GitHub.

npx -y @modelcontextprotocol/server-github
Best for: GitHub automationRating: 9.4/10Free / Open Source
3

PostgreSQL

Databases

Connects MCP clients directly to PostgreSQL databases. Agents can run read-only queries, inspect schemas, list tables, and analyze data. Perfect for debugging data issues, generating reports, or letting an AI assistant understand your database structure without manual copy-pasting.

Verdict: Best database MCP server. Read-only by default for safety.

npx -y @modelcontextprotocol/server-postgres postgresql://...
Best for: Database queriesRating: 9.3/10Free / Open Source
4

Sequential Thinking

Reasoning

Official reference server that gives agents a structured scratchpad for step-by-step problem solving. The agent records numbered thoughts, revises earlier steps, and branches into alternatives before committing to an answer. Useful for planning multi-file refactors and debugging sessions where the first idea is rarely the right one.

Verdict: Best planning aid. No API key, runs locally, pairs well with any coding agent.

npx -y @modelcontextprotocol/server-sequential-thinking
Best for: Multi-step planningRating: 9.1/10Free / Open Source
5

Puppeteer

Browser Automation

Lets agents control a headless Chrome browser. Navigate pages, click elements, fill forms, take screenshots, and extract content from rendered pages. Invaluable for testing web apps, scraping dynamic content, and automating browser-based workflows that require JavaScript execution.

Verdict: Essential for browser automation and testing.

npx -y @modelcontextprotocol/server-puppeteer
Best for: Browser automationRating: 9.0/10Free / Open Source
6

Slack

Communication

Connects agents to Slack workspaces. Read channels, post messages, search conversation history, and manage threads. Enables AI-powered workflows like summarizing channels, drafting responses, or building Slack bots that use your coding agent as the backend.

Verdict: Best communication MCP server. Requires Slack app setup.

npx -y @modelcontextprotocol/server-slack
Best for: Slack integrationRating: 8.8/10Free / Open Source
7

Memory

Knowledge Management

A knowledge graph-based persistent memory system for MCP clients. Agents can store and retrieve entities, relationships, and observations across sessions. Gives your AI assistant long-term memory so it remembers project context, decisions, and preferences between conversations.

Verdict: Adds persistent memory to any MCP client. Simple but effective.

npx -y @modelcontextprotocol/server-memory
Best for: Persistent contextRating: 8.7/10Free / Open Source
8

SQLite

Databases

Lightweight database MCP server for SQLite files. Agents can query, analyze, and even create SQLite databases. Great for local development, prototyping, data analysis on CSV files converted to SQLite, and working with mobile app databases.

Verdict: Perfect for local dev and quick data analysis.

npx -y @modelcontextprotocol/server-sqlite /path/to/db.sqlite
Best for: Local databasesRating: 8.6/10Free / Open Source
9

Sentry

Monitoring

Connects agents to your Sentry error tracking. Retrieve recent issues, search errors, get stack traces, and analyze error trends. Lets your AI assistant debug production errors by pulling real crash data and correlating it with your codebase.

Verdict: Turns error triage from hours into minutes.

npx -y @modelcontextprotocol/server-sentry
Best for: Error debuggingRating: 8.5/10Free / Open Source
10

Fetch

Web Access

A simple HTTP fetch server that lets agents make web requests and retrieve page content as clean markdown. Handles HTML-to-markdown conversion, follows redirects, and respects robots.txt. Lighter than Puppeteer when you just need to read content from a URL.

Verdict: Lightweight web access. Use this before reaching for Puppeteer.

npx -y @modelcontextprotocol/server-fetch
Best for: Reading web pagesRating: 8.5/10Free / Open Source
11
Google Maps

Google Maps

Location

Provides geocoding, place search, directions, and elevation data through the Google Maps API. Useful for building location-aware applications, planning routes, or enriching data with geographic information. Requires a Google Maps API key.

Verdict: Best location MCP server. API costs apply.

npx -y @modelcontextprotocol/server-google-maps
Best for: Location dataRating: 8.3/10Free / Open Source
12
Linear

Linear

Project Management

Integrates with Linear for issue tracking and project management. Agents can create issues, update status, search across projects, and manage sprints. Ideal for teams that use Linear and want their AI assistant to participate in the development workflow.

Verdict: Best project management MCP server for engineering teams.

npx -y @modelcontextprotocol/server-linear
Best for: Issue trackingRating: 8.2/10Free / Open Source
13
Cloudflare

Cloudflare

Infrastructure

Manages Cloudflare Workers, KV stores, R2 buckets, and D1 databases through MCP. Agents can deploy workers, update DNS records, manage edge functions, and query Cloudflare analytics. Powerful for teams running infrastructure on Cloudflare.

Verdict: Full Cloudflare control from your AI assistant.

npx -y @cloudflare/mcp-server-cloudflare
Best for: Cloudflare managementRating: 8.1/10Free / Open Source
14
Notion

Notion

Knowledge Management

Reads and writes Notion pages, databases, and blocks. Agents can search your workspace, create documentation, update project wikis, and sync information between your codebase and Notion. Useful for teams that keep their docs in Notion.

Verdict: Good for Notion-centric teams. API can be slow on large workspaces.

npx -y @notionhq/mcp-server-notion
Best for: Documentation syncRating: 8.0/10Free / Open Source
15

Context7

Developer Docs

Fetches up-to-date documentation for any library, framework, or SDK directly into your agent's context. Instead of relying on training data that may be outdated, Context7 pulls the latest docs on demand. Supports thousands of libraries with code examples and API references.

Verdict: Solves the stale training data problem. Every dev MCP setup should have this.

npx -y @upstash/context7-mcp@latest
Best for: Live library docsRating: 8.0/10Free / Open Source

COMPARISON TABLE

#ServerCategoryBest ForRating
1FilesystemFile AccessFile read/write9.5/10
2
GitHub
GitHub
Version ControlGitHub automation9.4/10
3PostgreSQLDatabasesDatabase queries9.3/10
4Sequential ThinkingReasoningMulti-step planning9.1/10
5PuppeteerBrowser AutomationBrowser automation9.0/10
6SlackCommunicationSlack integration8.8/10
7MemoryKnowledge ManagementPersistent context8.7/10
8SQLiteDatabasesLocal databases8.6/10
9SentryMonitoringError debugging8.5/10
10FetchWeb AccessReading web pages8.5/10
11
Google Maps
Google Maps
LocationLocation data8.3/10
12
Linear
Linear
Project ManagementIssue tracking8.2/10
13
Cloudflare
Cloudflare
InfrastructureCloudflare management8.1/10
14
Notion
Notion
Knowledge ManagementDocumentation sync8.0/10
15Context7Developer DocsLive library docs8.0/10

SERVERS BY USE CASE

Core

FilesystemFile read/write
GitHubGitHub automation
FetchReading web pages

Data

PostgreSQLDatabase queries
SQLiteLocal databases

Automation

PuppeteerBrowser automation
SlackSlack integration
LinearIssue tracking

Knowledge

Sequential ThinkingMulti-step planning
MemoryPersistent context
NotionDocumentation sync
Context7Live library docs

Infrastructure

SentryError debugging
Google MapsLocation data
CloudflareCloudflare management

How We Test

Every MCP server on this list has been installed and tested in real coding workflows with Claude Code and Cursor. I evaluate each server on reliability (does it work consistently), speed (how fast does it respond), developer experience (how easy is it to set up), and usefulness (how often do I actually reach for it).

Rankings are updated as the MCP ecosystem evolves. I am not paid by any server maintainer to rank them higher. All servers listed here are free and open source.

Learn how to use MCP servers

I have a full guide on setting up MCP servers with Claude Code and Cursor, plus video tutorials showing real workflows.

AI Development Stack

Get Smarter About AI Dev

New tutorials, open-source projects, and deep dives on coding agents - delivered weekly.

One email per weekReal code, not theoryFree forever

Try the member tools free