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 |
|---|---|
Local Work Model MCP server for agent work that learns from real outcomes. no licence · released 2026-06-20 | n/a |
Tamper-evident proof creation and verification for AI agents via MCP, A2A, and REST. no licence · released 2026-08-25 | n/a |
Exclusive, crash-safe leases on a pool of test accounts for parallel agent QA runs. no licence · released 2026-06-28 | n/a |
MCP server providing weather tools with data sourced from AccuWeather. no licence · released 2026-03-28 | n/a |
Media memory for AI agents and their humans: books, movies, music, shows, anime, podcasts, games. no licence · released 2026-08-09 | n/a |
ACLED MCP — Armed Conflict Location & Event Data Project no licence · released 2026-05-11 | n/a |
Aclimação — neighborhood directory: local places, events, menus, offers, and services. no licence · released 2026-07-21 | n/a |
Checks whether a company has signed a Leniency Agreement under the Anti-Corruption Law from the CNPJ no licence · released 2026-08-15 | n/a |
AI-powered YouTube to flashcards with spaced repetition and Anki export no licence · released 2026-06-07 | n/a |
Acquisition.gov FAR Overhaul model parts, agency deviations, PDFs, and guidance. 5 tools. no licence · released 2026-08-24 | n/a |
The first real CLI for the Acronis Cyber Protect Cloud platform - every tenant, agent, and usage no licence · released 2026-08-27 | n/a |
Classify AI systems under the EU AI Act and generate Article 50 transparency notices. no licence · released 2026-05-16 | n/a |
Verifiable agent memory with signed ledger receipts — verify every write offline. no licence · released 2026-07-12 | n/a |
Check AI crawler robots.txt policy and monitor public-site policy, sitemap, and llms.txt changes. no licence · released 2026-07-13 | n/a |
Check AI crawler robots.txt policy and monitor public-site policy, sitemap, and llms.txt changes. no licence · released 2026-07-13 | n/a |
Verify consequential AI actions before they execute. no licence · released 2026-07-25 | n/a |
Tasks, habits, goals, notes, schedules, reminders, and focus sessions from Actimate. no licence · released 2026-07-29 | n/a |
Action1 MCP server — endpoint inventory, patch visibility, and policy automation via REST API. no licence · released 2026-08-20 | n/a |
Action1 MCP server — endpoint inventory, patch visibility, and policy automation via REST API. no licence · released 2026-08-28 | n/a |
Every Action1 endpoint, plus fleet-wide patch and vulnerability views across all your organizations. no licence · released 2026-09-06 | n/a |
Tamper-proof audit trail for AI agents. Signed receipts, offline-verifiable, zero backend. no licence · released 2026-07-01 | n/a |
Real-time GitHub Actions observability: DORA Metrics, Cost Analysis, CI/CD Health dashboards. no licence · released 2026-02-08 | n/a |
ActiveCampaign MCP Pack — email marketing + CRM (API v3). no licence · released 2026-06-01 | n/a |
Spending analysis and safe writes for Actual Budget: every delete previews and asks first. no licence · released 2026-09-01 | n/a |
Real-estate platform for agents: escrows, listings, clients, leads, and commissions. OAuth login. no licence · released 2026-07-04 | n/a |
Query live Mac system metrics, listening ports, and Claude Code and Codex session history. no licence · released 2026-09-02 | n/a |
Evidence-based acupuncture protocol matcher – search symptoms, match protocols, browse acupoints. no licence · released 2026-08-15 | n/a |
Creative fatigue, winning-angle, competitor ad, and hook benchmark intelligence. no licence · released 2026-05-13 | n/a |
Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & settings. no licence · released 2026-02-28 | n/a |
Manage AdButler campaigns, zones, ad items, VAST, and reports from Claude, ChatGPT, and Cursor. no licence · released 2026-04-28 | n/a |
Operate the AdCritter ads platform: campaigns, creatives, audiences, and reporting. no licence · released 2026-05-04 | n/a |
AdCritter ads platform: docs, API reference, app scaffolding, and white-label integration. no licence · released 2026-05-04 | n/a |
Ask AI about your ads — query Meta, TikTok, and Google Ads performance in natural language. no licence · released 2026-06-11 | n/a |
Manage AdGuard Home through AI assistants no licence · released 2026-09-02 | n/a |
Google Ads, GA4 and Tag Manager in your AI client, with a preview before every change. no licence · released 2026-09-06 | n/a |
Generate ad images and UGC videos, research competitor ads, and manage Meta ad campaigns. no licence · released 2026-08-11 | n/a |
Analyze and manage Apple Ads from your AI assistant with RevenueCat insights and safety controls. no licence · released 2026-08-12 | n/a |
Google Ads MCP with 20,000+ account peer context and staged approve-then-execute writes. no licence · released 2026-07-28 | n/a |
Google & Meta Ads management with 100+ tools. Audit, create, and optimize campaigns. no licence · released 2026-03-18 | n/a |
Live lab grown diamond inventory, engagement ring settings, fine jewelry, and diamond buying guides. no licence · released 2026-08-25 | n/a |
Persistent memory for Claude via weighted, interconnected knowledge nodes. no licence · released 2026-03-11 | n/a |
Meta Ads MCP: bulk-create Facebook & Instagram ads across accounts from Drive folders, guardrailed. no licence · released 2026-06-18 | n/a |
Publish public calendars and events others subscribe to: RSVPs, feeds and add-to-calendar links. no licence · released 2026-08-14 | n/a |
Parse, validate and normalize postal addresses. Detect country, verify format. x402. no licence · released 2026-05-16 | n/a |
Search Meta, Google Ads, LinkedIn, and TikTok ad libraries plus creative analysis via MCP. no licence · released 2026-07-27 | n/a |
Customer-voice research: scrape reviews and comments from 30+ sites, find ads, hooks, creators. no licence · released 2026-09-01 | n/a |
AI-powered DTC analytics & ads manager for Meta + Google no licence · released 2026-04-25 | n/a |
MCP Server containing tools relating to Microsoft Admin Center no licence · released 2026-03-25 | n/a |
Run a Telegram channel from your AI agent. Posts go out through your own bot, not your account. no licence · released 2026-09-08 | n/a |
Search US colleges and compare historical admissions, costs and aid using public federal data. no licence · released 2026-09-06 | n/a |
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, optometry schools no licence · released 2026-05-15 | n/a |
Database MCP server for schema discovery, comments, and SQL queries. no licence · released 2026-08-21 | n/a |
Competitive ad intelligence for AI agents: portfolios, ad/content search, analytics, discovery. no licence · released 2026-07-22 | n/a |
Delivery cost calculator and container dimensions for France. Real HT/TTC prices. no licence · released 2026-05-09 | n/a |
Cães e gatos para adoção no Brasil, de ONGs e protetores. Busque por cidade, porte, idade e saúde. no licence · released 2026-08-13 | n/a |
MCP server for Architectural Decision Records: navigate, author, validate, link, and analyze them. no licence · released 2026-07-09 | n/a |
Open-source MCP server for Google Ads & Meta Ads — manage campaigns from any AI assistant. no licence · released 2026-07-22 | n/a |
Ads AI Creator generates ad creatives, copy, and visuals using AI so marketers can iterate on no licence · released 2026-05-22 | n/a |
Create, launch & analyze ad campaigns, spy on competitors - Google, Meta, TikTok, LinkedIn & more. no licence · released 2026-07-29 | n/a |
Google Ads analysis and operations — read performance, manage keywords, bids, and campaigns. no licence · released 2026-04-24 | n/a |
All categories · data from awesome-selfhosted, CC BY-SA 3.0