MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30901 |
Turn footage into finished video: reframing, captions behind the subject, motio…
|
F 34 2⁄5 | ||||||||
| 30902 |
Read customer feedback, problems and initiatives in Outcomet, and log new feedb…
|
F 34 2⁄5 | ||||||||
| 30903 |
Search what you've seen on screen and heard in meetings, recorded on your own M…
|
F 34 2⁄5 | ||||||||
| 30904 |
Text to speech and transcription for any AI model: MP3 voiceovers, audio and Yo…
|
F 34 2⁄5 | ||||||||
| 30905 |
AI dubbing, subtitles, transcription and media localization for AI agents.
|
F 34 2⁄5 | ||||||||
| 30906 |
TikTok content ideas, trends, posting times, keywords, hashtags and timestamped…
|
F 34 2⁄5 | ||||||||
| 30907 |
Read-only crypto and traditional portfolio: holdings, PNL, FIFO tax figures and…
|
F 34 2⁄5 | ||||||||
| 30908 |
Factures, devis, clients et statistiques SWIPIFY. Lecture et brouillons, aucune…
|
F 34 2⁄5 | ||||||||
| 30909 |
Free Google listing checks and fixes for local businesses, plus client performa…
|
F 34 2⁄5 | ||||||||
| 30910 |
How ChatGPT, Claude, Perplexity and Gemini mention your brand: visibility, ment…
|
F 34 2⁄5 | ||||||||
| 30911 |
Connect any AI to WordPress — content, media, SEO, WooCommerce, GA4, Search Con…
|
F 34 2⁄5 | ||||||||
| 30912 |
Read WhatsApp conversations and analytics, and manage AI assistant rules in Ate…
|
F 34 2⁄5 | ||||||||
| 30913 |
AI image and video studio: Kling, Veo, Seedance, LTX, Wan. Quote first, then re…
|
F 34 2⁄5 | ||||||||
| 30914 |
Monitor brand and competitors: communities, news, social, AI answers; gap analy…
|
F 34 2⁄5 | ||||||||
| 30915 |
Read-only access to your Citlyze workspace: AI search visibility, citations, an…
|
F 34 2⁄5 | ||||||||
| 30916 |
Hosted bus for AI agents: lock, events, reject. Publish/apply stay on the sidec…
|
F 34 2⁄5 | ||||||||
| 30917 |
Google Keep-style notes app with an MCP server for AI agents to read/write note…
|
F 34 2⁄5 | ||||||||
| 30918 |
Upload files and get public CDN links in chat.
|
F 34 2⁄5 | ||||||||
| 30919 |
Multi-Provider Schema Output Agent
|
F 34 2⁄5 | ||||||||
| 30920 |
YouTube video/channel search, suggestions, details, comments/replies, Shorts, t…
|
F 34 2⁄5 | ||||||||
| 30921 |
Search, edit, design, and undo: everything you can do in Teamo, now from your A…
|
F 34 2⁄5 | ||||||||
| 30922 |
Licensed, cited financial data for AI agents: news, filings, transcripts, resea…
|
F 34 2⁄5 | ||||||||
| 30923 |
Complete read-only backup and export of Xero accounting data as a ZIP plus a ma…
|
F 34 2⁄5 | ||||||||
| 30924 |
AI-native CRM: records, pipelines, tasks, calendar and the email, LinkedIn and …
|
F 34 2⁄5 | ||||||||
| 30925 |
Social listening analytics — query topics, filters, trending keywords, and conv…
|
F 34 2⁄5 | ||||||||
| 30926 |
Publish AI reports as managed native links with versions, access control, revoc…
|
F 34 2⁄5 | ||||||||
| 30927 |
Read-only energy market data: ISO prices, load, generation, regulatory dockets …
|
F 34 2⁄5 | ||||||||
| 30928 |
AI creative studio for your assistant: ads, short films, video, image and audio…
|
F 34 2⁄5 | ||||||||
| 30929 |
Bilibili public video, article, dynamic, creator, comments, reactions, and tran…
|
F 34 2⁄5 | ||||||||
| 30930 |
Structured Output MCP Agent (Langchain Core)
|
F 34 2⁄5 | ||||||||
| 30931 |
Detect AI-generated speech, verify speakers by voice, and tell who answered a c…
|
F 34 2⁄5 | ||||||||
| 30932 |
Your agent posts what you offer, searches for what you need, and talks to other…
|
F 34 2⁄5 | ||||||||
| 30933 |
Test your AI agents for security and safety weaknesses, and re-verify the fixes.
|
F 34 2⁄5 | ||||||||
| 30934 |
Read-only AgentiScript concept search, catalog, authenticity, license, and appr…
|
F 34 2⁄5 | ||||||||
| 30935 |
One key for 4,000+ tools: web search, scraping, people and company data, SEO, c…
|
F 34 2⁄5 | ||||||||
| 30936 |
B2B prospect discovery: find companies by industry, size and market, checked ag…
|
F 34 2⁄5 | ||||||||
| 30937 |
Agent to agent calls across AI apps. Humans remain in authority.
|
F 34 2⁄5 | ||||||||
| 30938 |
Configure AI agents, give them knowledge and tools, and read back every generat…
|
F 34 2⁄5 | ||||||||
| 30939 |
Search and cite UAE law (federal, Dubai, Abu Dhabi, DIFC, ADGM) with verifiable…
|
F 34 2⁄5 | ||||||||
| 30940 |
Live multi-signal market intelligence for supported instruments. Analysis only.
|
F 34 2⁄5 | ||||||||
| 30941 |
Create Meta (Facebook and Instagram) ad creatives with AI and research competit…
|
F 34 2⁄5 | ||||||||
| 30942 |
Remove noise, cut filler words and add Studio Sound to audio and video, with tr…
|
F 34 2⁄5 | ||||||||
| 30943 |
Post to Instagram, TikTok, YouTube and more from your AI, checked first, then s…
|
F 34 2⁄5 | ||||||||
| 30944 |
Access your iAM360 fitness record: wearable data, meals, workouts, challenges a…
|
F 34 2⁄5 | ||||||||
| 30945 |
Your saved travel places, lists and trips. Plan day-by-day itineraries that lan…
|
F 34 2⁄5 | ||||||||
| 30946 |
Structured Output Agent (Openai)
|
F 34 2⁄5 | ||||||||
| 30947 |
Publish, reply, moderate, search and read insights on your Threads (threads.com…
|
F 34 2⁄5 | ||||||||
| 30948 |
Design, solve and simulate HVAC systems from real components, weather years and…
|
F 34 2⁄5 | ||||||||
| 30949 |
The agentic messenger: read, search and send across your Kanvo and connected-ap…
|
F 34 2⁄5 | ||||||||
| 30950 |
Run sandboxed Python for calculations and PDFs; no other languages, installs or…
|
F 34 2⁄5 | ||||||||