Browse MCP servers by category
44 groups by what a server does. Pick one to see its servers, top ranked first.
- Design and media 9,885
Work with design files, images, video and audio – Figma, image editing, transcription.
- Finance and payments 9,837
Payments, invoices, accounting and market data – Stripe, banking and finance APIs.
- Model and agent tools 8,635
Call other models, run sub-agents, manage prompts and evaluate outputs.
- Developer tools 6,915
Build, test, lint and debug code from your client: linters, test runners, package managers and language tools.
- Utilities 5,713
Small helpers: time, math, text conversion, random data and other everyday tools.
- Marketing and SEO 4,835
Search console data, keyword research, ads, social posting and analytics.
- Office documents and spreadsheets 4,767
Create and edit documents, spreadsheets, slides and PDFs.
- Project management 4,679
Create and update tasks, issues and boards in tools like Jira, Linear, Asana and Trello.
- Docs and knowledge bases 4,608
Search and edit wikis, docs and notes: Notion, Confluence, Obsidian and others.
- Maps and location 4,131
Geocoding, routes, places and weather.
- Memory and context 3,927
Give your client long-term memory: notes, knowledge graphs and vector stores.
- Science and research 3,774
Search papers, datasets and scientific tools.
- Coding agent tools 3,539
Extend coding agents like Claude Code, Codex and Cursor: rules, checkpoints, context, review and hand-offs.
- Files and storage 3,531
Read, write and search local files, network drives and object storage like S3.
- Communication and chat 3,491
Read and send messages in Slack, Discord, Teams, Telegram and similar tools.
- Security 3,375
Scan code and dependencies, look up vulnerabilities and work with security tools.
- Browser automation 3,294
Drive a real browser: open pages, click, fill forms and take screenshots.
- Databases 3,239
Connect to SQL and NoSQL databases: read schemas, run queries and manage data.
- DevOps and infrastructure 3,199
Containers, Kubernetes, CI/CD pipelines, infrastructure as code and deployments.
- Web search and scraping 3,137
Search the web and pull clean text from pages for your client to read.
- Operating system and shell 3,088
Run commands, manage processes and control the computer your client runs on.
- Data warehouses and analytics 2,929
Query warehouses and analytics tools such as BigQuery, Snowflake, ClickHouse and product analytics.
- Git and code hosting 2,877
Work with repositories, branches, pull requests and issues on GitHub, GitLab, Bitbucket and self-hosted Git.
- E-commerce 2,770
Manage stores, products, orders and inventory on Shopify and other platforms.
- Calendar and scheduling 2,753
See and manage events, availability and bookings.
- Monitoring and observability 2,605
Read logs, metrics, traces and alerts from monitoring and error-tracking tools.
- Email 2,386
Read, search, draft and send email through Gmail, Outlook, IMAP and email APIs.
- Legal and compliance 2,043
Search laws, official rules, case law and patents, and check contracts and compliance.
- Government and public records 1,926
Look up official registers and public data: companies, procurement, courts, tax and other public records.
- CRM and sales 1,923
Work with contacts, deals and pipelines in Salesforce, HubSpot and other CRMs.
- Search and retrieval (RAG) 1,793
Index your own content and search it by meaning (retrieval-augmented generation, RAG).
- Smart home and hardware 1,391
Home automation, IoT devices, robots and electronics.
- Games and game engines 1,193
Play games and work with game engines: Unity, Unreal, Godot, Roblox, Minecraft, chess and game stores.
- Cloud platforms 1,187
Manage resources on AWS, Google Cloud, Azure and other clouds.
- Jobs and HR 977
Search jobs, screen candidates and manage people: job boards, recruiting, payroll and HR systems.
- Education 709
Courses, lessons, quizzes and flashcards for students and teachers.
- Health and fitness 649
Workouts, nutrition, sleep and wellness data from apps and wearables like Strava, Garmin and Oura.
- Food and drink 632
Recipes, meal planning, restaurants and groceries.
- MCP development 523
Build, test, bridge and proxy MCP servers: SDKs, frameworks, templates and inspectors.
- Real estate 467
Property listings, prices, rentals and mortgages.
- Sports 402
Scores, fixtures, stats and odds for football, basketball and other sports.
- Workflow automation 303
Build and run automations in n8n, Zapier, Make, UiPath and other workflow tools.
- Religion and spirituality 224
Scripture lookup, prayer times and religious texts.
- Other 37,805
Servers whose job none of the other categories names clearly enough yet.