MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 23851 |
DeepWiki
Claim
Explore and query GitHub repository documentation in depth. Browse wiki topics,…
|
F 30 3⁄5 | ||||||||
| 23852 |
FontFreezer
Claim
Search, analyze, and convert Google Fonts into various web formats while pinnin…
|
F 30 3⁄5 | ||||||||
| 23853 |
Mifactory
Claim
Transform documents into machine-readable specifications optimized for automate…
|
F 30 3⁄5 | ||||||||
| 23854 |
Temporal Cortex MCP
Claim
Temporal Cortex is a Model Context Protocol server that gives AI agents determi…
|
F 30 3⁄5 | ||||||||
| 23855 |
loop-gate
Claim
Stateless circuit breaker that detects recursive agent loops in MCP tool calls.…
|
F 30 3⁄5 | ||||||||
| 23856 |
RiskScore
Claim
Security intelligence for AI agents. Real-time vulnerability data, dependency s…
|
F 30 3⁄5 | ||||||||
| 23857 |
Phantom Connect SDK
Claim
Access comprehensive developer resources for building on the Phantom wallet pla…
|
F 30 3⁄5 | ||||||||
| 23858 |
versedb-mcp
Claim
Comic book database — search comics, creators, characters, and manage your coll…
|
F 30 3⁄5 | ||||||||
| 23859 |
EUR settlement layer for AI agents. Convert USDC/EURC to EUR via SEPA Instant.
…
|
F 30 3⁄5 | ||||||||
| 23860 |
The most comprehensive data center intelligence platform available via MCP. Sea…
|
F 30 3⁄5 | ||||||||
| 23861 |
All the server endpoints for API Bricks CoinAPI and FinFeedAPI products
|
F 30 3⁄5 | ||||||||
| 23862 |
MCP server for Notion API — manage pages, blocks, databases, data sources, comm…
|
F 30 3⁄5 | ||||||||
| 23863 |
ai-103
Claim
|
F 30 3⁄5 | ||||||||
| 23864 |
mcp
Claim
Official Notion MCP server
|
F 30 3⁄5 | ||||||||
| 23865 |
Inkeep Zod v4
Claim
Search Zod v4 documentation and public references. Ask targeted questions about…
|
F 30 3⁄5 | ||||||||
| 23866 |
US Weather
Claim
Get U.S. weather alerts, forecasts, and observations, including aviation produc…
|
F 30 3⁄5 | ||||||||
| 23867 |
Cookiy
Claim
AI user research through MCP: studies, AI interviews, recruitment, and insight …
|
F 30 3⁄5 | ||||||||
| 23868 |
MCP server for Telegram Bot API — send messages, photos, videos, polls, manage …
|
F 30 3⁄5 | ||||||||
| 23869 |
COBOL Bridge
Claim
AI-powered COBOL mainframe modernization platform with 11 MCP tools, 3 resource…
|
F 30 3⁄5 | ||||||||
| 23870 |
Agent Safe Message MCP
Claim
A suite of MCP tools that scan every message, image, and video your AI agent ha…
|
F 30 3⁄5 | ||||||||
| 23871 |
NWS Weather
Claim
Get real-time U.S. alerts, forecasts, radar, and observations from the National…
|
F 30 3⁄5 | ||||||||
| 23872 |
card-registry
Claim
Hosts agent-card.json files for businesses who can't serve them from their own …
|
F 30 3⁄5 | ||||||||
| 23873 |
BankSync
Claim
Connect AI agents to real bank accounts — transactions, balances, investments, …
|
F 30 3⁄5 | ||||||||
| 23874 |
Verify
Claim
Discover and evaluate technical resources by searching based on capabilities, s…
|
F 30 3⁄5 | ||||||||
| 23875 |
Kweenkl
Claim
Send instant push notifications directly to iOS devices to stay updated on impo…
|
F 30 3⁄5 | ||||||||
| 23876 |
Danube AI
Claim
Unified platform for AI tool discovery, execution, and integration across APIs …
|
F 30 3⁄5 | ||||||||
| 23877 |
eSIM
Claim
Manage and purchase UK domestic eSIM plans with real-time inventory checking. S…
|
F 30 3⁄5 | ||||||||
| 23878 |
Miro
Claim
Official Miro MCP server - Supports context to code and creating diagrams, docs…
|
F 30 3⁄5 | ||||||||
| 23879 |
Zhouyi
Claim
Access ancient wisdom and divination insights from the Book of Changes. Perform…
|
F 30 3⁄5 | ||||||||
| 23880 |
PutPut
Claim
Manage cloud-hosted files and storage through the PutPut platform. Streamlines …
|
F 30 3⁄5 | ||||||||
| 23881 |
MCP server for Google Docs : create, read, edit, format, and manage documents t…
|
F 30 3⁄5 | ||||||||
| 23882 |
WebsitePublisher.ai
Claim
WebsitePublisher.ai — Build and publish websites through AI conversation
Websit…
|
F 30 3⁄5 | ||||||||
| 23883 |
vsf-club
Claim
|
F 30 3⁄5 | ||||||||
| 23884 |
Trilo
Claim
Connect AI tools to Trilo workspaces — manage tasks, messages, pages, calendars…
|
F 30 3⁄5 | ||||||||
| 23885 |
MemoryMCP
Claim
通用AI记忆服务 - 让任何AI拥有持久记忆能力
|
F 30 3⁄5 | ||||||||
| 23886 |
Himalayas Remote Jobs
Claim
Search remote jobs, post job listings, find remote candidates, check salary ben…
|
F 30 3⁄5 | ||||||||
| 23887 |
🥩 MeatLayer
Claim
Give your AI agent a body.
Post real-world tasks such as deliveries, photogra…
|
F 30 3⁄5 | ||||||||
| 23888 |
Zuplo Weather
Claim
Get real-time US weather alerts, forecasts, radar data, and aviation reports fr…
|
F 30 3⁄5 | ||||||||
| 23889 |
Shibui Finance
Claim
## Server Description
Screen 5,200 US stocks across 64 years of daily prices, …
|
F 30 3⁄5 | ||||||||
| 23890 |
Unmarkdown
Claim
Convert markdown to beautifully formatted documents for Google Docs, Word, Slac…
|
F 30 3⁄5 | ||||||||
| 23891 |
Agntor
Claim
What agntor MCP provides:
Agent discovery and certification
Trust and payment r…
|
F 30 3⁄5 | ||||||||
| 23892 |
Zero-configuration on-demand cloud browser for your agent. Navigate web pages, …
|
F 30 3⁄5 | ||||||||
| 23893 |
The most complete and accurate Vedic astrology (Jyotish) MCP server. 16 special…
|
F 30 3⁄5 | ||||||||
| 23894 |
capture
Claim
capture is a memory layer that ingests emails, Slack threads, web pages, Linked…
|
F 30 3⁄5 | ||||||||
| 23895 |
Shipi
Claim
Manage shipping workflows by creating labels, tracking packages, and scheduling…
|
F 30 3⁄5 | ||||||||
| 23896 |
atomictoolkit
Claim
Execute modular tasks with a collection of small, powerful utilities. Streamlin…
|
F 30 3⁄5 | ||||||||
| 23897 |
Bible MCP
Claim
Get Scripture from the Bible using Bible MCP.
Thank you to AO Lab for the Fre…
|
F 30 3⁄5 | ||||||||
| 23898 |
mcp-seedream-pro
Claim
|
F 30 3⁄5 | ||||||||
| 23899 |
weatherdemo
Claim
Access authoritative U.S. weather alerts, forecasts, radar, and observations fr…
|
F 30 3⁄5 | ||||||||
| 23900 |
🚀 The Professional Dropshipping MCP Server for DSers Automation.
Import produc…
|
F 30 3⁄5 | ||||||||