MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30001 |
Kachink
Claim
Personal finance tracker — log transactions, view summaries, and browse a dashb…
|
D 40 2⁄5 | ||||||||
| 30002 |
EngageLab
Claim
Deliver professional email campaigns with advanced tracking, scheduling, and pe…
|
D 40 2⁄5 | ||||||||
| 30003 |
plsreadme
Claim
Transform markdown content into clean, readable web links for easy sharing. Gen…
|
D 40 2⁄5 | ||||||||
| 30004 |
StudioMeyer MCP Suite
Claim
8 MCP servers, 104+ tools: memory, social, PDF, email, images, calendar, schedu…
|
D 40 2⁄4 | ||||||||
| 30005 |
CouchLoop EQ
Claim
CouchLoop EQ provides behavioral governance for LLMs. It monitors AI responses …
|
D 40 2⁄5 | ||||||||
| 30006 |
Iteratools
Claim
Generate professional media including images, videos, and speech to streamline …
|
D 40 2⁄5 | ||||||||
| 30007 |
Find hands-on secure coding labs for vulnerabilities like XSS, SQL Injection, a…
|
D 40 2⁄5 | ||||||||
| 30008 |
pii-scrubber
Claim
Strips PII (emails, SSNs, API keys, phone numbers, addresses) from text before …
|
D 40 2⁄5 | ||||||||
| 30009 |
HefestoAI
Claim
Analyze code snippets for quality issues and semantic drift to maintain high so…
|
D 40 2⁄5 | ||||||||
| 30010 |
Method CRM
Claim
Manage customer relationship data by performing CRUD operations on tables and h…
|
D 40 2⁄5 | ||||||||
| 30011 |
Archetype
Claim
Streamline your sales hiring process by generating custom interview scripts tai…
|
D 40 2⁄5 | ||||||||
| 30012 |
buyhatke-mcp
Claim
Compare prices across retailers to find the best deal. Get accurate product mat…
|
D 40 2⁄5 | ||||||||
| 30013 |
MCP server for Google's Gemini File Search and RAG (Retrieval-Augmented Generat…
|
D 40 2⁄5 | ||||||||
| 30014 |
Jobber AI Assistant
Claim
AI-powered MCP server for Jobber. Query your clients, jobs, quotes, and invoice…
|
D 40 2⁄5 | ||||||||
| 30015 |
Ragora
Claim
Search across all your knowledge bases to retrieve relevant information instant…
|
D 40 2⁄5 | ||||||||
| 30016 |
cancer-support-hub
Claim
Search 585+ free cancer support resources across Washington State in 7 languages
|
D 40 2⁄4 | ||||||||
| 30017 |
uprate-mcp
Claim
Connect your App Store and Google Play reviews to Claude, Cursor, and any MCP-c…
|
D 40 2⁄5 | ||||||||
| 30018 |
Free AI-powered lead generation. 4 tools: business search, contact enrichment, …
|
D 40 2⁄5 | ||||||||
| 30019 |
Financial Coach
Claim
Manage your personal finances by tracking spending, upcoming bills, and cash fl…
|
D 40 2⁄5 | ||||||||
| 30020 |
klaviyo-mcp
Claim
Klaviyo email marketing MCP server. Query campaigns, flows, segments, and subsc…
|
D 40 2⁄5 | ||||||||
| 30021 |
Computer-mcp
Claim
|
D 40 2⁄5 | ||||||||
| 30022 |
Multi-Translator
Claim
Translate text into multiple languages while maintaining specific tones or styl…
|
D 40 2⁄5 | ||||||||
| 30023 |
Competitive Analysis
Claim
Produce a comprehensive competitive landscape report that compares rivals, posi…
|
D 40 2⁄5 | ||||||||
| 30024 |
Access comprehensive market intelligence across stocks, crypto, macro, and fixe…
|
D 40 2⁄5 | ||||||||
| 30025 |
Decern
Claim
Manage customer relationships and sales pipelines through a centralized interfa…
|
D 40 2⁄5 | ||||||||
| 30026 |
Nephyr Wallets
Claim
Smart money tracking — discover, score, and analyze top Polymarket wallets
|
D 40 2⁄5 | ||||||||
| 30027 |
Floyd
Claim
Booking infrastructure with the guarantees agents need: temporary holds with au…
|
D 40 2⁄5 | ||||||||
| 30028 |
End-to-end quantum-native security fabric for AI, data, and mission-critical sy…
|
D 40 2⁄5 | ||||||||
| 30029 |
Circle MCP Server
Claim
Operate and audit your Circle.so community from Claude with tools for spaces, p…
|
D 40 2⁄5 | ||||||||
| 30030 |
Seamark
Claim
Personal sailing voyage log: trips, legs, ships, crew and GPX tracks with hones…
|
D 40 2⁄5 | ||||||||
| 30031 |
vacation-rentals
Claim
|
D 40 2⁄5 | ||||||||
| 30032 |
Join.Cloud
Claim
Join.cloud gives AI agents a shared workspace — real-time rooms where they
mess…
|
D 40 2⁄5 | ||||||||
| 30033 |
Nephyr Risk
Claim
Prediction market risk management — Kelly sizing, EV calculation, drawdown prot…
|
D 40 2⁄5 | ||||||||
| 30034 |
Ghost Protocol
Claim
# MCP Directory Submissions
This page tracks Ghost Protocol MCP listing readin…
|
D 40 2⁄5 | ||||||||
| 30035 |
312K+ FL commercial parcels, 6,400+ verified listings, AI visibility reports, x…
|
D 40 2⁄4 | ||||||||
| 30036 |
discource-mcp-tools
Claim
Manage and explore forum communities by searching topics, reading posts, and vi…
|
D 40 2⁄5 | ||||||||
| 30037 |
Zuplo Weather
Claim
Access U.S. National Weather Service alerts, forecasts, radar, and aviation adv…
|
D 40 2⁄5 | ||||||||
| 30038 |
ClawSpan ShardLink MCP
Claim
Agent-first task marketplace MCP — discover, claim, and deliver paid workspace …
|
D 40 2⁄5 | ||||||||
| 30039 |
Create and manage temporary email addresses that expire automatically after 24 …
|
D 40 2⁄5 | ||||||||
| 30040 |
rube-mcp
Claim
|
D 40 2⁄5 | ||||||||
| 30041 |
Pre-backlog idea management with decision tracking, signals, and RICE scoring.
|
F 39 4⁄5 | ||||||||
| 30042 |
Jeeva Jyotish
Claim
Sourced Vedic astrology (Jyotish) answers: effects, factors and yogas, cited to…
|
F 39 3⁄5 | ||||||||
| 30043 |
Automate video creation and editing workflows by rendering scenes, templates, a…
|
F 36 4⁄5 | ||||||||
| 30044 |
Tavily
Claim
Search the web for high-quality, up-to-date results, extract clean content, cra…
|
F 35 3⁄3 | ||||||||
| 30045 |
Conduct comprehensive literature reviews efficiently by searching research pape…
|
F 35 3⁄3 | ||||||||
| 30046 |
Turf Network
Claim
Get real-time market data across global equities and crypto to accelerate inves…
|
F 35 3⁄3 | ||||||||
| 30047 |
Immolog MCP SSE Server
Claim
Provide a specialized MCP server using Server-Sent Events (SSE) to integrate Im…
|
F 35 3⁄3 | ||||||||
| 30048 |
Images, video, music, speech, and public social data for AI agents.
|
F 34 2⁄5 | ||||||||
| 30049 |
Five AI models debate your decision blind, then give one recommendation and the…
|
F 34 2⁄5 | ||||||||
| 30050 |
Five text and JSON utilities. Paid execution: 0.01 USDC standard or 0.05 USDC p…
|
F 34 2⁄5 | ||||||||