MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29201 |
Kelnix Datamind Curator
Claim
Connect multiple data sources to query, clean, and standardize information for …
|
D 40 2⁄5 | ||||||||
| 29202 |
Data Converter
Claim
Convert data between over 40 formats including JSON, CSV, Excel, and PDF. Restr…
|
D 40 2⁄5 | ||||||||
| 29203 |
Web Scraper
Claim
Extracts clean text, structured data, and metadata from any website. Captures f…
|
D 40 2⁄5 | ||||||||
| 29204 |
Younanix Memory MCP
Claim
Younanix Memory MCP gives autonomous AI agents access to real-world engineering…
|
D 40 2⁄5 | ||||||||
| 29205 |
Core
Claim
Provides essential system utilities and file management capabilities. Streamlin…
|
D 40 2⁄5 | ||||||||
| 29206 |
Useful AI
Claim
A fully dynamic MCP server exposing 200+ shared utility tools for AI agents. Th…
|
D 40 2⁄5 | ||||||||
| 29207 |
EngageLab
Claim
Deliver professional email campaigns with advanced tracking, scheduling, and pe…
|
D 40 2⁄5 | ||||||||
| 29208 |
assetjay
Claim
Track company equipment, attach receipts, and know who has what. Built for smal…
|
D 40 2⁄5 | ||||||||
| 29209 |
AskMia eSIM API - Search, browse, and purchase prepaid eSIM data plans for 190+…
|
D 40 2⁄5 | ||||||||
| 29210 |
Aleatoric
Claim
Aleatoric Engine is deterministic market simulation infrastructure for generati…
|
D 40 2⁄5 | ||||||||
| 29211 |
Euclid
Claim
AI models do not calculate. They predict the most probable next token. When the…
|
D 40 2⁄5 | ||||||||
| 29212 |
Vivid MCP
Claim
Connect Vivid to Claude, ChatGPT, or any MCP client and open a business account…
|
D 40 2⁄5 | ||||||||
| 29213 |
Real-time "Bleisure" travel booking and discovery. This MCP server provides AI …
|
D 40 2⁄5 | ||||||||
| 29214 |
Circle MCP Server
Claim
Operate and audit your Circle.so community from Claude with tools for spaces, p…
|
D 40 2⁄5 | ||||||||
| 29215 |
global-ai-news
Claim
Not a news feed. A signal verification system.
68,000+ AI & tech articles from…
|
D 40 2⁄5 | ||||||||
| 29216 |
roundHR MCP
Claim
roundHR MCP
- Data Analysis report
- Get Candidate info
|
D 40 2⁄5 | ||||||||
| 29217 |
Quanti
Claim
Access BigQuery data warehouses to explore projects and generate schema-aware S…
|
D 40 2⁄5 | ||||||||
| 29218 |
xSkill AI
Claim
AI content generation with 50+ models: image, video, TTS, voice cloning, and mo…
|
D 40 2⁄5 | ||||||||
| 29219 |
hjsh200219-pharminfo-mcp
Claim
Look up Korean drug ingredient and product data by HIRA component and product c…
|
D 40 2⁄5 | ||||||||
| 29220 |
Delx MCP Server
Claim
Agent operations platform with 20+ tools for AI agents. Dual-protocol MCP + A2A…
|
D 40 2⁄5 | ||||||||
| 29221 |
HefestoAI
Claim
Analyze code snippets for quality issues and semantic drift to maintain high so…
|
D 40 2⁄5 | ||||||||
| 29222 |
Schedule and manage Google Calendar events directly from your workspace. Check …
|
D 40 2⁄5 | ||||||||
| 29223 |
kultur-dev
Claim
Cultural intelligence for AI: protect brands from reputational damage across 19…
|
D 40 2⁄5 | ||||||||
| 29224 |
gyotak-fish-market
Claim
Sashimi-grade flash-frozen fish from Hua Hin, Thailand. Search inventory, check…
|
D 40 2⁄5 | ||||||||
| 29225 |
MCP for public datasets on BNM Open Data API (Developed by Seah Boon Keong)
Al…
|
D 40 2⁄5 | ||||||||
| 29226 |
Figma to Azure
Claim
Get product information, features, pricing, workflow guides, and FAQs for Figma…
|
D 40 2⁄5 | ||||||||
| 29227 |
Connect your Oura Ring account securely in minutes. Enable authorized access to…
|
D 40 2⁄5 | ||||||||
| 29228 |
wealth
Claim
Wealth MCP wraps the wealth experience routes (`/expenses`, `/income`, `/assets…
|
D 40 2⁄5 | ||||||||
| 29229 |
nitrosend
Claim
AI-native email marketing platform built for agents like Claude, ChatGPT and Co…
|
D 40 2⁄5 | ||||||||
| 29230 |
LexQ
Claim
LexQ is a rule engine with built-in simulation. Define, test, and deploy busine…
|
D 40 2⁄5 | ||||||||
| 29231 |
Weavely is an AI-native form builder. This MCP server exposes 13 tools that cov…
|
D 40 2⁄5 | ||||||||
| 29232 |
Classifier
Claim
Classify raw text into structured triage objects with intent, urgency, category…
|
D 40 2⁄5 | ||||||||
| 29233 |
BadRooBot-my_test_mcp
Claim
Get current weather for any city and create images from your prompts. Streamlin…
|
D 40 2⁄5 | ||||||||
| 29234 |
MCP server for Freebeat creative workflows.
Use it from MCP clients such as Cl…
|
D 40 2⁄5 | ||||||||
| 29235 |
streambridge
Claim
Search Chinese TV drama scenes with second-level timestamps by character, emoti…
|
D 40 2⁄4 | ||||||||
| 29236 |
Free, keyless MCP server with 50 read-only blockchain tools for Bitcoin, Ethere…
|
D 40 2⁄5 | ||||||||
| 29237 |
sg-finance-data-mcp
Claim
|
D 40 2⁄5 | ||||||||
| 29238 |
Create and manage Google Forms to run surveys and collect data. Add text and mu…
|
D 40 2⁄5 | ||||||||
| 29239 |
Vettly
Claim
Moderate text, image, and video content against custom safety policies to ensur…
|
D 40 2⁄5 | ||||||||
| 29240 |
Get product information, features, pricing, licensing FAQs, and role-specific b…
|
D 40 2⁄5 | ||||||||
| 29241 |
speakmanai
Claim
# SpeakmanAI MCP Server
Generate professional **Solution Architecture Document…
|
D 40 2⁄5 | ||||||||
| 29242 |
Lightpaper
Claim
Publish and manage high-quality markdown documents with automated quality feedb…
|
D 40 2⁄5 | ||||||||
| 29243 |
Discover capabilities and configuration, and learn about the organization behin…
|
D 40 2⁄5 | ||||||||
| 29244 |
CPA Tenant Onboarding
Claim
Create new tenants and seed or update their document templates. Sign in securel…
|
D 40 2⁄5 | ||||||||
| 29245 |
NewHUB
Claim
Real-time news aggregation, search, NLP sentiment analysis, and personalized pr…
|
D 40 2⁄5 | ||||||||
| 29246 |
Competitive Analysis
Claim
Produce a comprehensive competitive landscape report that compares rivals, posi…
|
D 40 2⁄5 | ||||||||
| 29247 |
pcx
Claim
Search Loblaw’s grocery catalog to quickly find products. Run multiple keyword …
|
D 40 2⁄5 | ||||||||
| 29248 |
Guardian
Claim
Verifies cooking recipes against professional master standards to ensure techni…
|
D 40 2⁄5 | ||||||||
| 29249 |
Name Whisper
Claim
34 MCP tools to search, register, manage, value, and trade ENS names. AI-powere…
|
D 40 2⁄5 | ||||||||
| 29250 |
Powerly
Claim
Build and manage white-label EV charging mobile apps without writing code. Crea…
|
D 40 2⁄5 | ||||||||