MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30601 |
Comprehensive Salesforce administration and management
|
F 30 3⁄5 | ||||||||
| 30602 |
Real-time product catalog and inventory across multi-tenant e-commerce stores v…
|
F 30 3⁄5 | ||||||||
| 30603 |
rube
Claim
Connect your AI to 500+ apps like Gmail, Slack, GitHub, and Notion with streama…
|
F 30 3⁄5 | ||||||||
| 30604 |
Papertext
Claim
Academic literature search, retrieval, and private library management on top of…
|
F 30 3⁄5 | ||||||||
| 30605 |
rove
Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
|
F 30 3⁄5 | ||||||||
| 30606 |
MCP server for Telegram Bot API — send messages, photos, videos, polls, manage …
|
F 30 3⁄5 | ||||||||
| 30607 |
Cookiy
Claim
AI user research through MCP: studies, AI interviews, recruitment, and insight …
|
F 30 3⁄5 | ||||||||
| 30608 |
Gmail
Claim
Manage your Gmail inbox � send and read emails, organize with labels, manage dr…
|
F 30 3⁄5 | ||||||||
| 30609 |
carbonfootprint
Claim
Discover and run life cycle assessment analyses across searchable categories an…
|
F 30 3⁄5 | ||||||||
| 30610 |
GroundAPI
Claim
Real-time data API for AI Agents. One API key to access 13 tools: A-share stock…
|
F 30 3⁄5 | ||||||||
| 30611 |
Instant Domain Search
Claim
**Lightning-fast domain search directly in your AI workflow**
Search domain av…
|
F 30 3⁄5 | ||||||||
| 30612 |
bjj-belt-progress
Claim
BJJ Belt Progress MCP server — instant access to IBJJF belt requirements, progr…
|
F 30 3⁄5 | ||||||||
| 30613 |
Icons8 MCP Server
Claim
🚀 Access MCP server SVG and PNG icons
for your vibe-coding projects!
🎨 Icon Pa…
|
F 30 3⁄5 | ||||||||
| 30614 |
Bitpoort
Claim
On-chain blockchain data for AI agents. 41 MCP tools for whale tracking, entity…
|
F 30 3⁄5 | ||||||||
| 30615 |
markdown-to-notion
Claim
Convert markdown into polished Notion pages while preserving structure and form…
|
F 30 3⁄5 | ||||||||
| 30616 |
trayd
Claim
Connect your Robinhood account to view your portfolio, latest quotes, and posit…
|
F 30 3⁄5 | ||||||||
| 30617 |
Art Blocks
Claim
Discover, browse, and collect from 500+ on-chain generative art projects.
|
F 30 3⁄5 | ||||||||
| 30618 | F 30 3⁄5 | |||||||||
| 30619 |
sg-weather-data-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30620 |
rove
Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
|
F 30 3⁄5 | ||||||||
| 30621 |
aaaa-nexus
Claim
|
F 30 3⁄5 | ||||||||
| 30622 |
Well
Claim
Manage business data including invoices, companies, and contacts through a stru…
|
F 30 3⁄5 | ||||||||
| 30623 |
PowerSun
Claim
Optimize TRON transaction costs by purchasing and managing Energy or Bandwidth …
|
F 30 3⁄5 | ||||||||
| 30624 |
Journi Travel
Claim
Personal AI travel agent. Points optimization, live flight/hotel/award search, …
|
F 30 3⁄5 | ||||||||
| 30625 |
Regex testing API for AI agents. Test regex patterns against strings: get all m…
|
F 30 3⁄5 | ||||||||
| 30626 |
Summiz
Claim
Find videos and podcasts in the Summiz catalog with concise keyword searches. S…
|
F 30 3⁄5 | ||||||||
| 30627 |
HiveAgent
Claim
HiveAgent is the only MCP server built for the agentic economy — 1,000+ tools a…
|
F 30 3⁄5 | ||||||||
| 30628 |
Padel Analyst
Claim
**Padel Analyst** by [Padel API](https://padelapi.org) is an MCP server that co…
|
F 30 3⁄5 | ||||||||
| 30629 |
JobGPT AutoApply
Claim
JobGPT MCP server automates your entire job search — from finding jobs to auto …
|
F 30 3⁄5 | ||||||||
| 30630 |
Coupang
Claim
Search and browse products on Coupang to find competitive prices and daily disc…
|
F 30 3⁄5 | ||||||||
| 30631 |
vsf-club
Claim
|
F 30 3⁄5 | ||||||||
| 30632 |
Lokal — Norsk Matfinner
Claim
Search 1,000+ local food producers across Norway — farms, bakeries, fisheries, …
|
F 30 3⁄5 | ||||||||
| 30633 |
Regex
Claim
Simplify regular expression tasks by testing, explaining, and building patterns…
|
F 30 3⁄5 | ||||||||
| 30634 |
sms-mcp
Claim
The Mobile Text Alerts SMS MCP server enables your AI to send SMS messages & ma…
|
F 30 3⁄5 | ||||||||
| 30635 |
Real Estate MCP Server
Claim
Search Redfin property listings and get comprehensive property details. Filter …
|
F 30 3⁄5 | ||||||||
| 30636 |
GrelfSwap
Claim
Trade tokens and manage assets on the Hedera network through direct integration…
|
F 30 3⁄5 | ||||||||
| 30637 |
MoltBook
Claim
Streamline publishing to popular Japanese platforms like note.com, Zenn, and Qi…
|
F 30 3⁄5 | ||||||||
| 30638 |
Agntor
Claim
What agntor MCP provides:
Agent discovery and certification
Trust and payment r…
|
F 30 3⁄5 | ||||||||
| 30639 |
CrabbitMQ
Claim
Async message queue for AI agents. Self-provision queues via MCP or REST — no h…
|
F 30 3⁄5 | ||||||||
| 30640 |
Leeroopedia
Claim
Access detailed documentation and API references for machine learning framework…
|
F 30 3⁄5 | ||||||||
| 30641 |
CronAlert
Claim
Manage uptime monitors, check results, and incidents from Claude. Create monito…
|
F 30 3⁄5 | ||||||||
| 30642 |
baseguard-walletguard
Claim
On-chain token safety and wallet intelligence for autonomous agents. BaseGuard …
|
F 30 3⁄5 | ||||||||
| 30643 |
Prompt Enhancer
Claim
Transform basic instructions into high-quality prompts with optimized structure…
|
F 30 3⁄5 | ||||||||
| 30644 |
Tanjiren MCP Server
Claim
Hosted MCP server for task-first delegation to remote workstations and workers.
|
F 30 3⁄5 | ||||||||
| 30645 |
rivalsearch
Claim
|
F 30 3⁄5 | ||||||||
| 30646 |
mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30647 |
Exa MCP Server
Claim
Connects AI assistants to Exa AI's search capabilities, including specialized c…
|
F 30 3⁄5 | ||||||||
| 30648 |
Agent Module provides agent-native knowledge infrastructure — deterministic, ve…
|
F 30 3⁄5 | ||||||||
| 30649 |
muell-io
Claim
|
F 30 3⁄5 | ||||||||
| 30650 |
FontFreezer
Claim
Search, analyze, and convert Google Fonts into various web formats while pinnin…
|
F 30 3⁄5 | ||||||||
