mcp
Sorted by GitHub stars, which measures attention rather than fitness. Read the release date and the commit count next to it before picking one.
| Tool | Stars |
|---|---|
Scrape, crawl, and extract structured data from websites at scale no licence · released 2026-05-12 | n/a |
Manage repositories, users, releases, and automate GitHub workflows no licence · released 2026-05-11 | n/a |
Manage projects, groups, branches, merge requests, and CI/CD pipelines no licence · released 2026-05-11 | n/a |
Run network tests (ping, traceroute, DNS) from probes worldwide no licence · released 2026-05-12 | n/a |
Query GA4 analytics data with custom reports, pivot tables, and audience exports no licence · released 2026-05-12 | n/a |
Manage files, folders, permissions, and collaborative content in Google Drive no licence · released 2026-05-05 | n/a |
Send, read, organize emails, manage labels, drafts, and filters no licence · released 2026-05-12 | n/a |
Geocode addresses, calculate directions, and search places with maps and routing no licence · released 2026-05-12 | n/a |
Scrape Google search results with SERP data, ads, and knowledge panels no licence · released 2026-05-12 | n/a |
Query search analytics, manage sitemaps, and inspect site URLs and status no licence · released 2026-05-12 | n/a |
Create, read, and modify spreadsheet data, formatting, and sheets no licence · released 2026-05-12 | n/a |
Manage dashboards, users, teams, alerts, data sources, and access control no licence · released 2026-05-12 | n/a |
Look up IP address location and geolocation data with country, city, timezone, and ISP details no licence · released 2026-05-12 | n/a |
Create and manage email campaigns, lists, and marketing automation no licence · released 2026-05-12 | n/a |
Manage feature flags, segments, projects, environments, and team members no licence · released 2026-05-12 | n/a |
Create short links, manage domains, and track click analytics no licence · released 2026-05-12 | n/a |
Search the web and fetch pages with sourced results, optimized for AI agents no licence · released 2026-05-12 | n/a |
Send transactional emails, manage domains, and track delivery analytics no licence · released 2026-05-12 | n/a |
Send emails and manage sending domains, suppression lists, and delivery analytics no licence · released 2026-05-12 | n/a |
Create and manage collaborative boards, items, and diagrams programmatically no licence · released 2026-05-12 | n/a |
Analyze user behavior with funnels, retention, cohorts, and event segmentation no licence · released 2026-05-12 | n/a |
Create and manage software licenses, products, modules, and customer licensing agreements no licence · released 2026-05-12 | n/a |
Create, update, and manage pages, databases, and workspace users no licence · released 2026-05-11 | n/a |
Convert addresses to coordinates and reverse-geocode locations worldwide no licence · released 2026-05-12 | n/a |
Create, manage, and organize team documents, collections, and share permissions no licence · released 2026-05-11 | n/a |
Manage incidents, on-call schedules, escalation policies, and alert notifications no licence · released 2026-05-12 | n/a |
Search the web, extract content, and run distributed tasks with AI-powered automation no licence · released 2026-05-11 | n/a |
Extract data, edit, convert, and parse PDF documents with OCR and AI no licence · released 2026-05-12 | n/a |
Search real-time news articles, companies, journalists, and trending topics no licence · released 2026-05-12 | n/a |
Search the web, generate AI responses, and create embeddings with real-time information no licence · released 2026-05-12 | n/a |
Create and manage vector database indexes, backups, and collections no licence · released 2026-05-12 | n/a |
Access stock, crypto, and ETF market data, analyst ratings, earnings, and financial news no licence · released 2026-05-12 | n/a |
Capture analytics events, evaluate feature flags, and manage projects no licence · released 2026-05-11 | n/a |
Create, organize, and manage API collections, specifications, and team workspaces no licence · released 2026-05-12 | n/a |
Send, track, and manage transactional and bulk email delivery no licence · released 2026-05-12 | n/a |
Ingest, manage, and retrieve documents for RAG-powered AI applications no licence · released 2026-05-12 | n/a |
Manage expenses, corporate cards, accounts payable, and accounting integrations no licence · released 2026-05-12 | n/a |
Run AI models, create deployments, and manage predictions via cloud API no licence · released 2026-05-12 | n/a |
Send, track, and manage transactional emails at scale no licence · released 2026-05-12 | n/a |
Manage incident alerts, events, and workflows with custom automations no licence · released 2026-05-12 | n/a |
Launch, scale, and manage GPU pods and serverless endpoints across regions no licence · released 2026-05-12 | n/a |
Scrape webpages, handle JavaScript and CAPTCHA, extract structured data no licence · released 2026-05-05 | n/a |
Manage subscriptions, users, and send event notifications for Semrush apps no licence · released 2026-05-12 | n/a |
Track errors, manage performance alerts, and configure dashboards and monitors no licence · released 2026-05-12 | n/a |
Manage products, orders, customers, inventory, and store configuration no licence · released 2026-05-12 | n/a |
Track stories, organize sprints, and manage project workflows across your team no licence · released 2026-05-12 | n/a |
Manage channels, conversations, users, and workspace apps programmatically no licence · released 2026-05-12 | n/a |
md-log MCP: save/update/fetch markdown by path (stdio + remote HTTP, PAT auth). no licence · released 2026-07-27 | n/a |
Clean, repair, and convert AI-generated Markdown to HTML/PDF/DOCX/PNG; save and share documents. no licence · released 2026-06-06 | n/a |
The full CRM for contractors, asked directly: crew pricing, knowledge base, forum, roadmap. no licence · released 2026-08-29 | n/a |
Medcontra: the site's own MCP server — dataset; every answer cites the site. no licence · released 2026-09-06 | n/a |
Medigami patient tools: rates, markups, denial codes, deadlines, overturn rates, procedure codes no licence · released 2026-09-07 | n/a |
Medigami: medical bill error scan, denial decoding, appeal deadlines, hospital price lookup no licence · released 2026-09-07 | n/a |
Securely access and manage FHIR healthcare data stored in Medplum. no licence · released 2026-07-25 | n/a |
Search thousands of active YouTube sponsors and 60,000+ channels from any MCP client. Free tier. no licence · released 2026-07-08 | n/a |
Private credit intelligence: company search, credit models, IC memos, and live market data. no licence · released 2026-02-24 | n/a |
Shared, governed memory for fleets of AI agents: judged contributions, provenance, operator control no licence · released 2026-08-09 | n/a |
Persistent memory layer that saves and recalls your project context and preferences. no licence · released 2026-07-30 | n/a |
AI-triaged brand, competitor and demand mentions from Reddit, Google News and search. no licence · released 2026-08-09 | n/a |
Amazon keyword volume, reverse-ASIN, and SERP data across 11 marketplaces. no licence · released 2026-07-07 | n/a |
All categories · data from awesome-selfhosted, CC BY-SA 3.0