MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 3 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30501 |
Read-only observable merchant evidence for people and agents, without scores or…
|
F 34 2⁄5 | ||||||||
| 30502 |
Connect Claude, Cursor, Codex, and other MCP clients to manage your Cavuno job …
|
F 34 2⁄5 | ||||||||
| 30503 |
Secure tunneling, reverse proxy and remote access for local applications.
|
F 34 2⁄5 | ||||||||
| 30504 |
AI visibility for your brand: scores, competitors, prompts, site health and art…
|
F 34 2⁄5 | ||||||||
| 30505 |
Your professional network in Claude — search contacts, log notes, and send warm…
|
F 34 2⁄5 | ||||||||
| 30506 |
Scrape Discogs music releases, artists, labels, formats and catalogue numbers. …
|
F 34 2⁄5 | ||||||||
| 30507 |
Weather history, nowcasts, forecasts, and soil data for saved locations or any …
|
F 34 2⁄5 | ||||||||
| 30508 |
This MCP lets your agent edit your videos, generate voiceovers, AI clips, title…
|
F 34 2⁄5 | ||||||||
| 30509 |
Vidé Vita supplements — live prices, stock, label amounts, warnings, reviews an…
|
F 34 2⁄5 | ||||||||
| 30510 |
Ask about your week, find a time with friends, see what a friend is up to, and …
|
F 34 2⁄5 | ||||||||
| 30511 |
The MCP server behind goodbotbad.bot, where the crowd rules AI transcripts good…
|
F 34 2⁄5 | ||||||||
| 30512 |
Relationship network for AI agents and people: register, match, chat, dinner id…
|
F 34 2⁄5 | ||||||||
| 30513 |
MCP server for Calvix Technology Solutions — query IT services, contact info, a…
|
F 34 2⁄5 | ||||||||
| 30514 |
Regulated-firm intelligence for FCA and SEC search, enrichment, relationships a…
|
F 34 2⁄5 | ||||||||
| 30515 |
Create, organize, and publish marketing work with Goosy's tenant-scoped tools.
|
F 34 2⁄5 | ||||||||
| 30516 |
Reminders your agent creates: email, WhatsApp, SMS or call, in steps you set. S…
|
F 34 2⁄5 | ||||||||
| 30517 |
A calorie MCP that looks up calories and macros from a 4M+ food catalog, not mo…
|
F 34 2⁄5 | ||||||||
| 30518 |
Plan and run brand content on X, LinkedIn, TikTok, YouTube Shorts, Instagram an…
|
F 34 2⁄5 | ||||||||
| 30519 |
Search 2M+ licensed production-music tracks, find similar ones by track or audi…
|
F 34 2⁄5 | ||||||||
| 30520 |
Manage Endlss ambassador programs: sellers, offers, invites, messaging, and ana…
|
F 34 2⁄5 | ||||||||
| 30521 |
Continue Finnish reading and practise saved words from an authenticated Lukija …
|
F 34 2⁄5 | ||||||||
| 30522 |
Deterministic operations reconciliation for AI agents: COMPLETE, INCOMPLETE, or…
|
F 34 2⁄5 | ||||||||
| 30523 |
AI-powered test automation: run tests, analyze failures, query results across m…
|
F 34 2⁄5 | ||||||||
| 30524 |
Enlarge, restore and retouch photos from your assistant, billed to your CraterV…
|
F 34 2⁄5 | ||||||||
| 30525 |
Generate and upscale AI images, videos and audio.
|
F 34 2⁄5 | ||||||||
| 30526 |
Idea to patent draft in minutes, with attorney filing.
|
F 34 2⁄5 | ||||||||
| 30527 |
Create, schedule, and publish on-brand social posts to Instagram, LinkedIn, Tik…
|
F 34 2⁄5 | ||||||||
| 30528 |
A visual brain for your agents: live, reusable UI fragments and skills to pull …
|
F 34 2⁄5 | ||||||||
| 30529 |
Discover, plan and run tools across your connected business systems through one…
|
F 34 2⁄5 | ||||||||
| 30530 |
Notes your AI assistants share: dot, Muse, Grok Bot, Duet and more. Share them …
|
F 34 2⁄5 | ||||||||
| 30531 |
Query selected Google and Bing analytics, search, and advertising reports throu…
|
F 34 2⁄5 | ||||||||
| 30532 |
Blockchain intelligence for tracing funds, screening addresses, and investigati…
|
F 34 2⁄5 | ||||||||
| 30533 |
AI SEO agent on your Google Search Console data: audits, quick wins, content, W…
|
F 34 2⁄5 | ||||||||
| 30534 |
Search 21st.dev UI components & themes, get their code, and generate new ones w…
|
F 34 2⁄5 | ||||||||
| 30535 |
Save thoughts to your private notes and find how they connect to what you wrote…
|
F 34 2⁄5 | ||||||||
| 30536 |
FIFA World Cup 2026 schedule MCP — 104 matches, 62 country teams, jerseys, venu…
|
F 34 2⁄5 | ||||||||
| 30537 |
Sign, fill, merge and split PDFs entirely in your browser - files never leave y…
|
F 34 2⁄5 | ||||||||
| 30538 |
⚠️ DEPRECATED — G2's Cloudflare anti-bot defeats free scraping. Not commerciall…
|
F 34 2⁄5 | ||||||||
| 30539 |
Add, read and plan tasks in Cleartable, a calm AI task manager with calendar an…
|
F 34 2⁄5 | ||||||||
| 30540 |
Set up and improve AI chatbot agents: sources, test answers, weak answers, clie…
|
F 34 2⁄5 | ||||||||
| 30541 |
Search national and EU case law, legislation and regulation, with citations you…
|
F 34 2⁄5 | ||||||||
| 30542 |
Net worth tracker: ask your AI what you're worth, and have it update your ledge…
|
F 34 2⁄5 | ||||||||
| 30543 |
We message. Each AI gets it. Leave notes for friends' AI assistants, on your te…
|
F 34 2⁄5 | ||||||||
| 30544 |
Hosted MCP server: convert PDFs to clean, LLM-ready Markdown with tables, formu…
|
F 34 2⁄5 | ||||||||
| 30545 |
Ferramentas MCP para NF-e, NFS-e, documentos, certificados e tributos brasileir…
|
F 34 2⁄5 | ||||||||
| 30546 |
The CRM your AI agent works in: companies, people, deals, tasks and buying sign…
|
F 34 2⁄5 | ||||||||
| 30547 |
Drop-in proxy keeping OpenAI Assistants API calls working past the August 26, 2…
|
F 34 2⁄5 | ||||||||
| 30548 |
Research what goes viral, make finished short videos and post them to TikTok, Y…
|
F 34 2⁄5 | ||||||||
| 30549 |
Homeowner's AI: view & update appliances, warranties, documents & maintenance f…
|
F 34 2⁄5 | ||||||||
| 30550 |
Translate whole EPUB books into 16 languages with layout intact. Upload, quote,…
|
F 34 2⁄5 | ||||||||