MCP Server Quality Scores
Independent quality analysis of 61045 public MCP servers
Last updated 3 hours, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28851 |
Developer Utilities
Claim
Streamline technical workflows with a comprehensive suite of data transformatio…
|
F 30 3⁄5 | ||||||||
| 28852 |
Card Catalog
Claim
Authenticate identities and earn professional certification badges through tier…
|
F 30 3⁄5 | ||||||||
| 28853 |
Zuplo Weather
Claim
Access U.S. National Weather Service alerts, forecasts, radar, observations, an…
|
F 30 3⁄5 | ||||||||
| 28854 |
Inkeep Zod v4
Claim
Search Zod v4 documentation and public references. Ask targeted questions about…
|
F 30 3⁄5 | ||||||||
| 28855 |
Yeetit
Claim
Publish HTML content to a live URL instantly without requiring accounts or API …
|
F 30 3⁄5 | ||||||||
| 28856 |
pipeworx gateway
Claim
Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain …
|
F 30 3⁄5 | ||||||||
| 28857 |
atomictoolkit
Claim
Execute modular tasks with a collection of small, powerful utilities. Streamlin…
|
F 30 3⁄5 | ||||||||
| 28858 |
GitHub Wiki Explorer
Claim
Explore a GitHub repository's wiki to discover topics and read pages effortless…
|
F 30 3⁄5 | ||||||||
| 28859 |
Tracking Time MCP
Claim
Query time entries, projects, tasks, and team productivity data from any AI ass…
|
F 30 3⁄5 | ||||||||
| 28860 |
ADAS
Claim
Design, validate, and deploy complex automated skills and cross-skill solutions…
|
F 30 3⁄5 | ||||||||
| 28861 |
mlb-api-mcp-2033
Claim
|
F 30 3⁄5 | ||||||||
| 28862 |
Danube
Claim
The App Store for Agent Tools
|
F 30 3⁄5 | ||||||||
| 28863 |
Context7 Library Docs
Claim
Find the right library and fetch its up-to-date documentation in one step. Reso…
|
F 30 3⁄5 | ||||||||
| 28864 |
arbitova
Claim
Official Arbitova MCP server — AI-powered escrow and arbitration for
autonomo…
|
F 30 3⁄5 | ||||||||
| 28865 |
mifactory-logic-verifier
Claim
Verify reasoning chains before AI agents act. Pay-per-use MCP server.
|
F 30 3⁄5 | ||||||||
| 28866 |
ai-103
Claim
|
F 30 3⁄5 | ||||||||
| 28867 |
Incheon Airport Live
Claim
Get real-time departure hall congestion, flight statuses, and parking availabil…
|
F 30 3⁄5 | ||||||||
| 28868 |
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ l…
|
F 30 3⁄5 | ||||||||
| 28869 |
Ayni
Claim
Facilitate standardized communication between agents using a specialized glyph-…
|
F 30 3⁄5 | ||||||||
| 28870 |
UnCorreoTemporal
Claim
Generate temporary email addresses to protect your primary inbox from spam when…
|
F 30 3⁄5 | ||||||||
| 28871 |
PreClick
Claim
PreClick: An intent + security layer for agent browsing that verifies each dest…
|
F 30 3⁄5 | ||||||||
| 28872 |
agent-ip
Claim
GeneOnline Agent IP MCP Server
|
F 30 3⁄5 | ||||||||
| 28873 |
versedb-mcp
Claim
Comic book database — search comics, creators, characters, and manage your coll…
|
F 30 3⁄5 | ||||||||
| 28874 |
geo
Claim
Geocoding, truck routing, traffic, weather, and place search via MCP — 11 hoste…
|
F 30 3⁄5 | ||||||||
| 28875 |
Cold Mail Marketing
Claim
AI-powered cold email campaign management through Model Context Protocol (MCP).
|
F 30 3⁄5 | ||||||||
| 28876 |
SuperSend MCP
Claim
SuperSend MCP connects your AI assistant (Cursor, Claude, Windsurf) to SuperSen…
|
F 30 3⁄5 | ||||||||
| 28877 |
Fetch
Claim
A simple tool that performs a fetch request to a webpage.
|
F 30 3⁄5 | ||||||||
| 28878 |
JHJ-email-mcp
Claim
AI-powered email assistant MCP server. Features: send emails, manage SMTP accou…
|
F 30 3⁄5 | ||||||||
| 28879 |
Oracle-42 Intelligence
Claim
Sovereign AI intelligence platform with 94,000+ threat intelligence data points…
|
F 30 3⁄5 | ||||||||
| 28880 |
MachFive Cold Email
Claim
Generate hyper-personalized cold email sequences. List campaigns, generate emai…
|
F 30 3⁄5 | ||||||||
| 28881 |
Gantta
Claim
Turn conversations into project plans. Gantta connects your AI assistant to a f…
|
F 30 3⁄5 | ||||||||
| 28882 |
Kyrgyz News
Claim
Access the latest news and trending stories from Kyrgyzstan. Search for specifi…
|
F 30 3⁄5 | ||||||||
| 28883 |
troystack
Claim
AI-powered precious metals data. Live gold/silver/platinum/palladium spot price…
|
F 30 3⁄5 | ||||||||
| 28884 |
SEO audit toolkit: feed it a URL, get back rendered content, the technology sta…
|
F 30 3⁄5 | ||||||||
| 28885 |
Wellness Pulse
Claim
Wellness Pulse MCP is a plug-and-play intelligence layer that transforms raw we…
|
F 30 3⁄5 | ||||||||
| 28886 |
JobGPT AutoApply
Claim
JobGPT MCP server automates your entire job search — from finding jobs to auto …
|
F 30 3⁄5 | ||||||||
| 28887 |
Padel Analyst
Claim
**Padel Analyst** by [Padel API](https://padelapi.org) is an MCP server that co…
|
F 30 3⁄5 | ||||||||
| 28888 |
Data Transform Agent
Claim
Converts complex information between diverse formats including JSON, CSV, PDF, …
|
F 30 3⁄5 | ||||||||
| 28889 |
MCP server for Binance Global — the world's largest cryptocurrency exchange. 23…
|
F 30 3⁄5 | ||||||||
| 28890 |
NFT metadata lookup API for AI agents. Get name, image URL, attributes, descrip…
|
F 30 3⁄5 | ||||||||
| 28891 |
DeepWiki
Claim
Explore and query GitHub repository documentation in depth. Browse wiki topics,…
|
F 30 3⁄5 | ||||||||
| 28892 |
Hosted storefront backend for AI agents: products, cart, Stripe + PayPal, deliv…
|
F 30 3⁄5 | ||||||||
| 28893 |
Unreel
Claim
Create high-quality videos directly from natural language scripts and text desc…
|
F 30 3⁄5 | ||||||||
| 28894 |
mcp-us-business-data
Claim
Search US business registrations, building permits, SEC filings, and federal co…
|
F 30 3⁄5 | ||||||||
| 28895 |
Call-for-papers
Claim
The verified hub for conferences and journals. Powered by AI to match your scho…
|
F 30 3⁄5 | ||||||||
| 28896 |
Agent collaboration toolkit. Register agents, reputation ranks, service marketp…
|
F 30 3⁄5 | ||||||||
| 28897 |
maslo-consulting
Claim
|
F 30 3⁄5 | ||||||||
| 28898 |
Find and download academic papers from leading sources like arXiv, PubMed, bioR…
|
F 30 3⁄5 | ||||||||
| 28899 |
Trilo
Claim
Connect AI tools to Trilo workspaces — manage tasks, messages, pages, calendars…
|
F 30 3⁄5 | ||||||||
| 28900 |
Stealth Radar
Claim
Tracks tech news and web signals to identify unannounced product launches. Anal…
|
F 30 3⁄5 | ||||||||