MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29801 |
French AI marketing intelligence: creators, brands, social listening — 158 MCP …
|
F 34 2⁄5 | ||||||||
| 29802 |
Work management where AI agents are first-class members: tasks, projects, memor…
|
F 34 2⁄5 | ||||||||
| 29803 |
Explore and query your data warehouse through Myriade's AI data analyst agent.
|
F 34 2⁄5 | ||||||||
| 29804 |
Vehicle safety recalls from four registers, matched across borders on the maker…
|
F 34 2⁄5 | ||||||||
| 29805 |
Disposable inboxes for AI agents: create, wait for delivery, and extract email …
|
F 34 2⁄5 | ||||||||
| 29806 |
RabbitMQ + Elasticsearch + Postgres Stack Generator (Mongo)
|
F 34 2⁄5 | ||||||||
| 29807 |
Message your Atmita agent - one connection reaches all its accounts and tools, …
|
F 34 2⁄5 | ||||||||
| 29808 |
Manage tasks, Focus Zone, notes, projects, and task history from compatible AI …
|
F 34 2⁄5 | ||||||||
| 29809 |
Score a YouTube channel's upload pattern against YouTube's inauthentic-content …
|
F 34 2⁄5 | ||||||||
| 29810 |
No-code databases, forms, portals and AI sites. Manage records and automation v…
|
F 34 2⁄5 | ||||||||
| 29811 |
Encrypted LangChain Session Agent
|
F 34 2⁄5 | ||||||||
| 29812 |
Link infrastructure for mobile teams: deep links, install attribution, and real…
|
F 34 2⁄5 | ||||||||
| 29813 |
Track brand mentions & keywords on Bluesky. Sentiment, engagement, author reach…
|
F 34 2⁄5 | ||||||||
| 29814 |
⚠️ DEPRECATED — G2's Cloudflare anti-bot defeats free scraping. Not commerciall…
|
F 34 2⁄5 | ||||||||
| 29815 |
Create and edit creator-ready images and videos with Zark.
|
F 34 2⁄5 | ||||||||
| 29816 |
Run an eBay seller account from your AI assistant: orders, listings, stock, fee…
|
F 34 2⁄5 | ||||||||
| 29817 |
7 recruiting tools over one MCP endpoint: ATS boards, LinkedIn jobs, profiles, …
|
F 34 2⁄5 | ||||||||
| 29818 |
Semantic search across Japan's government white papers, in English or Japanese.…
|
F 34 2⁄5 | ||||||||
| 29819 |
Run the Energy Leak Quiz, match biohacking gear, and build a longevity stack. F…
|
F 34 2⁄5 | ||||||||
| 29820 |
Analyze and manage Apple Ads from your AI assistant with RevenueCat insights an…
|
F 34 2⁄5 | ||||||||
| 29821 |
Screen a business or person for exclusions, debarment, and sanctions (SAM.gov, …
|
F 34 2⁄5 | ||||||||
| 29822 |
Amazon sellers: real per-unit profit from your own settlement data, plus drafts…
|
F 34 2⁄5 | ||||||||
| 29823 |
Generate AI influencer photos, face swaps, and character sheets with a consiste…
|
F 34 2⁄5 | ||||||||
| 29824 |
Manage, automate and analyze WhatsApp groups, communities and channels with 9bo…
|
F 34 2⁄5 | ||||||||
| 29825 |
Governed access to enterprise SaaS tools through Averta MCP agents.
|
F 34 2⁄5 | ||||||||
| 29826 |
User-authorized access to a LuckMeAI life book, journal, memories, relationship…
|
F 34 2⁄5 | ||||||||
| 29827 |
Task & board management for AI agents + humans. Kanban, comments, digests via M…
|
F 34 2⁄5 | ||||||||
| 29828 |
Check a product's recall risk: score + active CPSC/FDA/NHTSA recalls for a prod…
|
F 34 2⁄5 | ||||||||
| 29829 |
Turn Claude into a creative studio: DNA-locked characters, images, video, voice…
|
F 34 2⁄5 | ||||||||
| 29830 |
Multi-model weather forecasts: point series, model scoreboard, and gridded fiel…
|
F 34 2⁄5 | ||||||||
| 29831 |
Manage customer feedback, roadmap, changelog, and surveys in your Sleekplan wor…
|
F 34 2⁄5 | ||||||||
| 29832 |
Remote MCP for 9192 discovery, pricebook, payment rails, GET_PULSE quotes, and …
|
F 34 2⁄5 | ||||||||
| 29833 |
12 MCP tools: invoice→JSON, text→SQL, PII redaction, regex & more. Free to try,…
|
F 34 2⁄5 | ||||||||
| 29834 |
Privacy-first, cookie-free web analytics: create sites, install and verify trac…
|
F 34 2⁄5 | ||||||||
| 29835 |
abm.dev — the account-based marketing API for AI agents: Search, Source, Enrich…
|
F 34 2⁄5 | ||||||||
| 29836 |
Québec land intelligence: municipal decisions, zoning, assessment roll, registr…
|
F 34 2⁄5 | ||||||||
| 29837 |
Agent-native helpdesk where AI agents run support tickets and pay per action in…
|
F 34 2⁄5 | ||||||||
| 29838 |
Cross-source news (AP, BBC, NPR, HN, Google News) with topic filtering and dedu…
|
F 34 2⁄5 | ||||||||
| 29839 |
Ask your Rent Manager portfolio anything: live, read-only financials, rent roll…
|
F 34 2⁄5 | ||||||||
| 29840 |
Extension and app analytics across Chrome, Edge, Firefox, Google Play, and the …
|
F 34 2⁄5 | ||||||||
| 29841 |
Traced Multi-LLM Proxy
|
F 34 2⁄5 | ||||||||
| 29842 |
把 Agent 为客户生成的方案发布成客户专属的微信/手机可读链接，收回客户看了什么、说了什么，再交回 Agent 改下一版。需授权（OAuth 2.1 或 …
|
F 34 2⁄5 | ||||||||
| 29843 |
Marketplace of code templates: buy, sell and manage orders in USDC with on-chai…
|
F 34 2⁄5 | ||||||||
| 29844 |
Grounded, multilingual travel data + a cited travel concierge. 12+ languages, d…
|
F 34 2⁄5 | ||||||||
| 29845 |
Search your saved videos by what was said. YouTube, Reels, and TikTok transcrip…
|
F 34 2⁄5 | ||||||||
| 29846 |
TikTok public post, comment, reply, creator, search, and video speech-to-text t…
|
F 34 2⁄5 | ||||||||
| 29847 |
Search 12,338 curated, SAMHSA-sourced addiction treatment facilities across all…
|
F 34 2⁄5 | ||||||||
| 29848 |
Four specialist AI jurors review a brief and file one reviewed, phased technica…
|
F 34 2⁄5 | ||||||||
| 29849 |
Use AI models for chat, image, and video generation from Claude Code and other …
|
F 34 2⁄5 | ||||||||
| 29850 |
SEO answers for AI agents: Search Console reads free, plus competitor, keyword,…
|
F 34 2⁄5 | ||||||||