Popular MCP topics
Looking for an MCP server for a specific domain? Each topic is a short guide to one area, such as RAG, PDF, or DevOps: what kinds of servers exist, what to compare before you install one, and the matching servers from the catalog, ordered by trust score.
- 685servers
Browser automation MCP
Find MCP servers that control Chrome, Firefox, or a cloud browser: Playwright, Puppeteer, and hosted options compared by trust score and transport.
moontide · Kitsune · browser-gatewayRead guide - 980servers
Web scraping MCP
MCP servers for web scraping and crawling: Firecrawl, Apify, Crawl4AI, and fetch tools that turn pages into clean Markdown for your AI client.
Firecrawl MCP Server · apify-mcp-server · Xquik MCP ServerRead guide - 3,492servers
RAG MCP
MCP servers for retrieval-augmented generation: index documents, embed chunks, and retrieve grounded context for Claude, Cursor, and other agents.
Code-Graph-RAG · haiku.rag · mcp-serverRead guide - 1,133servers
Vector database MCP
MCP servers for Pinecone, Qdrant, Weaviate, Chroma, Milvus, and pgvector. Let AI agents store embeddings and run similarity search, ranked by trust.
Graphicle · Bhived MCP · open-memexRead guide - 2,023servers
Knowledge retrieval MCP
MCP servers that search wikis, notes, and internal docs in Notion, Confluence, Obsidian, and more, so AI answers cite your own team knowledge.
Obsidian Turbocharged · Confluence · Reddit Scraper (Apify) – posts, comments, search, users, subredditsRead guide - 1,066servers
Database MCP
Database MCP servers for Postgres, MySQL, SQLite, MongoDB, Redis, and more. Compare read-only modes, supported engines, and trust scores in one list.
DBHub · open-memex · MnemosyneRead guide - 274servers
SQL MCP
MCP servers that turn natural language into SQL against Postgres, MySQL, SQL Server, Snowflake, BigQuery, and DuckDB, with schema context included.
AKKO MCP server for Trino · BigQuery MCP by InsightfulPipe · SQL Server MCP by InsightfulPipeRead guide - 1,312servers
Data analysis MCP
MCP servers for data analysis: query warehouses, load spreadsheets, run pandas, and pull product analytics so AI assistants can build reports.
Excel MCP Server · MCP Server for Excel · MixpanelRead guide - 271servers
OpenAPI MCP
MCP servers and generators that turn OpenAPI or Swagger specs into tools, so an AI agent can call any documented REST API without custom code.
gknowledge · mcp-graphql-enhanced · OpenAPI Swagger MCPRead guide - 1,001servers
PDF MCP
MCP servers that read, search, split, fill, and generate PDF files, including OCR for scans, so AI assistants can work with real documents.
pdf-mcp · PDF Reader (PDF Agent Stack) · pdfnative MCP — PDF/A & PDF/X-4 generation, PAdES signing & introspectionRead guide - 1,557servers
Coding agent MCP
MCP servers that extend Claude Code, Cursor, and Copilot: docs lookup, code search, sandboxed execution, Git, and language server tools for agents.
THOR · Windows Sandbox MCP · Local Coding AgentRead guide - 195servers
Testing & QA MCP
MCP servers for software testing and QA: generate and run end-to-end tests, drive test runners, and report results back to your AI coding agent.
Argus Testing — Autonomous QA MCP · QA Wrap bridge · e2eRead guide - 789servers
DevOps MCP
DevOps MCP servers for Kubernetes, Docker, Terraform, AWS, and CI/CD pipelines. Compare scopes, transports, and trust scores before connecting agents.
Scrapling MCP Server · kubernetes-mcp-server · Radar Kubernetes MCP ServerRead guide - 571servers
Incident response MCP
MCP servers for incident response: pull alerts from PagerDuty, errors from Sentry, logs and metrics from Datadog or Grafana, and draft postmortems.
sentry-mcp · On-Call Health · errorwatchRead guide - 1,795servers
Security MCP
Security MCP servers for vulnerability scanning, secrets detection, threat intelligence, and SIEM queries. Compare scopes and trust scores side by side.
shodan · virustotal · EchelonGraph CVE & ExposureRead guide - 4,418servers
Finance MCP
Finance MCP servers for Stripe payments, market data, crypto prices, and accounting tools such as QuickBooks and Xero, ranked by public trust score.
bvcc-agent-wallet · AlgoVault — Crypto Quant Trade Calls · Iran Crypto ExchangesRead guide - 44servers
Workflow automation MCP
MCP servers for n8n, Zapier, Make, and Pipedream that let AI agents trigger workflows and reach thousands of apps through one connection.
n8n Manager MCP · Migrate to n8n · ActivepiecesRead guide - 941servers
Project management MCP
Project management MCP servers for Jira, Linear, Asana, Trello, ClickUp, and Monday. Let AI assistants triage tickets and update boards for you.
mcp-jira-stdio · mcp-atlassian-extended · ClickupRead guide - 858servers
Design to code MCP
MCP servers that pass Figma frames, design tokens, and component specs to coding agents, so generated UI code matches the design file.
Roast My Design System · mcp-design-system-extractor · PlayGuardRead guide - 1,195servers
Email MCP
Email MCP servers for Gmail, Outlook, IMAP, and transactional providers like Resend and SendGrid. Compare permissions, send controls, and trust scores.
OpenOSINT · OpenLeads · email-smtp-imap-mcpRead guide - 1,063servers
Marketing MCP
Marketing MCP servers for HubSpot, Mailchimp, Google Ads, Meta Ads, and SEO tools. Let AI assistants pull campaign data and draft marketing content.
seo-audit-console · Screaming Frog SEO Spider MCP Server (headless) · mailchimp-mcp-serverRead guide - 87servers
Cloud storage MCP
Cloud storage MCP servers for Amazon S3, Google Drive, Dropbox, OneDrive, Box, and R2. Let AI agents list, read, and organise files in the cloud.
Google Drive MCP · WireCat Google Drive · Google DriveRead guide - 792servers
File management MCP
Filesystem MCP servers that let AI clients browse, search, move, and edit files in folders you choose. Compare sandboxing, write controls, and trust.
seekstone · Octofs · Everything File SearchRead guide - 385servers
Ecommerce MCP
Ecommerce MCP servers for Shopify, WooCommerce, BigCommerce, and Amazon Seller tools. Let AI agents manage products, orders, and store analytics.
Shopify · Woocommerce · Traject EcommerceRead guide - 4,173servers
Web research MCP
MCP servers for web research: search APIs, page fetchers, and deep research agents that gather sources and return cited answers to your AI client.
SearXNG Search · Free Search · You.com Web Access & AIRead guide - 91servers
Customer support MCP
Customer support MCP servers for Zendesk, Intercom, Freshdesk, and HubSpot. Let AI assistants search tickets, draft replies, and summarise accounts.
Freshdesk · Intercom · ZendeskRead guide