MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29751
ebarros23
Provides access to comprehensive U.S. and international energy data from the EI…
81
29752
ArsenalPAC
Enable AI assistants to manage broadcast messaging, email campaigns, and contac…
N/A N/A 95
29753
esteban.job
test Claim
N/A N/A 95
29754 N/A N/A 95
29755
jk-hazel-996
Enables AI to upload local files to RustFS storage service and download files f…
81
29756
aooiuu
ttrss-mcp Claim
An MCP server that enables AI assistants to manage Tiny Tiny RSS feeds, includi…
29757
tsxcorp
Enables interaction with NocoBase CRM platforms via the FlowModels API for mana…
81
29758
merciless-artist
else_when Claim
N/A N/A 95
29759
vedaterenoglu
Enables secure MCP server functionality with Clerk authentication and user-spec…
81
29760
Skynotdie
A system that localizes Model Context Protocol (MCP) functionality, integrating…
N/A N/A 95
29761
chestnutforty
Provides access to Google Trends search interest data with backtesting support,…
81
29762
xiaobenyang-com
cook-tool Claim
浏览全部可用菜品并快速查看菜单。获取菜品详细介绍,帮你更快做出点餐决策。
N/A N/A 95
29763
cuongpo
A backend service that enables seamless interaction with the Rootstock blockcha…
N/A N/A 95
29764
mcpvot
intelligence Claim
N/A N/A 95
29765 N/A N/A 95
29766
IAMSamuelRodda
Enables comprehensive Gmail management with 17 tools for searching, sending, an…
81
29767
bughide010
hide Claim
test
N/A N/A 95
29768
yoelbassin
gnuradioMCP Claim 1
An MCP server for GNU Radio that enables LLMs to autonomously create and modify…
N/A N/A 95
29769
FEMA Disasters Claim 1
Federal disaster declarations, emergencies, and assistance data
67
29770
nmnewnham
A template for deploying authentication-free MCP servers on Cloudflare Workers …
81
29771
NacoSolutions
MCP server exposing 104+ modern CLI tools for AI agents with JSON output.
N/A N/A 95
29772
maciejdudek92
browserbase Claim
N/A N/A 95
29773
ycdvll
Connect AI agents to licensed financial intermediaries in France: insurance, cr…
81
29774 N/A N/A 95
29775 N/A N/A 95
29776
kolonialno
oda-mcp Claim
Enables agentic grocery shopping on Oda (Norway) and Mathem (Sweden) platforms …
81
29777
Twitter (X) trends over time, with growth for any keyword. Free key at trendsmc…
67
29778
xdfzx711
Provides multilingual text translation capabilities using Baidu Translate API w…
81
29779
UMN-Choi-Lab
refcheck Claim 2
Verify academic citations against real databases. Catches hallucinated referenc…
N/A N/A 67
29780
xue20010808
testlocal Claim
N/A N/A 95
29781
xiaobenyang-com
An MCP server for obtaining the README content, metadata and search function of…
N/A N/A 95
29782
Wagmi-Tech-Co
A Model Context Protocol server that enables Claude to interact with Mattermost…
81
29783
spajjuri.pro
vsfclubnew1 Claim
N/A N/A 95
29784
ehdgns1766
test-server Claim
N/A N/A 95
29785
artofthepossible
This server provides guidance and recommendations based on AWS's Well-Architect…
N/A N/A 95
29786
xue20010808
threatnews1 Claim
N/A N/A 95
29787
jessicayanwang
wiki-mcp Claim
N/A N/A 95
29788
ceo
youtube Claim
N/A N/A 95
29789
manutout
allema Claim
N/A N/A 95
29790
Purv123
Orchestrates end-to-end testing of AI-powered incident remediation workflows th…
81
29791 N/A N/A 95
29792
zueai
A lightweight MCP server for managing DNS records, purging cache, and interacti…
81
29793
covertlabsaus
Colab MCP Claim
Enables AI coding assistants like Claude Code, Cursor, and Codex to share chat …
N/A N/A 95
29794
ZYHB
Enables interaction with Feishu (Lark) multidimensional tables (Bitable) throug…
81
29795
advisorfinder
Search, verify, and profile SEC-registered investment advisers. Powered by live…
N/A N/A 95
29796
cbuntingde
Enables agents to maintain persistent memory through three-tiered architecture:…
N/A N/A 95
29797
YouTube search interest and trend data over time, with growth metrics. Free key…
67
29798
dronreef2
Search the web with full-page retrieval and contextual results. Translate text …
N/A N/A 95
29799
huhanghao1990
hhhtest Claim
N/A N/A 95
29800
SanctumSec
Credential vault for AI agents — encrypted storage, lease-based access, CRP sup…
N/A N/A 95
Showing 29751–29800 of 30006 servers
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