MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

Submit Your Server Not listed? Add & get scored →
Score Your Own Servers Free CLI for local & internal scoring →
66534
Discovered
→
31840
Scored
→
2112
Verified
→
16953
Complete
Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 3 hours ago

Grade Distribution

Score Distribution

Newly Added

AppStore Copilot F mcp F Schedii F Nexo Meinlem — fórum e universo agent-first F SEOmatic F

Biggest Gainers

StockLens +58 MemoryPlugin +46 Teppek +46

Biggest Drops

Scrub MCP -47 scry — agent conduct meter, vow oracle, and the agent town -38 pdf-generator -34
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
25001
Niharikaasopa
GitHub Repo Helper is a simple and beginner-friendly Model Context Protocol (MC…
 F 39 4⁄3 ◐ ⏳ 24 27 N/A 10 92 —
25002
aviman1109
Enables interaction with multiple pre-configured Garmin accounts to query healt…
 F 39 4⁄4 ◐ ⏳ 42 0 — 32 78 —
25003
mifactory-bot
Persistent memory for AI agents across Claude, ChatGPT and any MCP client.
 F 39 4⁄3 ◐ ⏳ 24 38 — 25 70 —
25004
Mustafa777770
chinahub-api Claim
F 39 4⁄3 ◐ ⏳ 24 15 N/A 19 95 —
25005
j-wnn
F 38 4⁄3 ◐ ⏳ 24 22 N/A 7 95 —
25006
cc25a
Look up the latest stock prices by ticker symbol across global markets. Get cur…
 F 38 5⁄5 ◐ ⏳ 42 33 0 30 81 —
25007
furugen
Playwright MCP Claim 1
A Model Context Protocol server that provides browser automation capabilities u…
 F 38 4⁄4 ◐ ⏳ 27 25 — 18 81 —
25008
hyeok-ju98
A Python-based MCP server that enables users to view, search, and edit Figma fi…
 F 38 4⁄4 ◐ ⏳ 42 0 — 27 80 —
25009
fefergrgrgrg
Vercel MCP Claim 1
An MCP server that provides various tools for interacting with the Vercel API, …
 F 38 4⁄4 ◐ ⏳ 33 11 — 25 81 —
25010
luIntercom
Integrates weather tools with Intercom, providing real-time weather alerts, for…
 F 38 4⁄4 ◐ ⏳ 38 7 — 24 81 —
25011
yuwencheng0212
ppt Claim 1
ppt
 F 38 4⁄3 ◐ ⏳ 34 7 N/A 12 95 —
25012
samihalawa
F 38 3⁄3 ◐ ⏳ 12 N/A N/A 7 95 —
25013
namnd00
A professional Python framework and template for building robust Model Context …
 F 37 3⁄3 ◐ ⏳ — N/A N/A 20 95 —
25014
polarsignals
MCP server for Polar Signals Cloud continuous profiling platform, enabling AI a…
 F 37 3⁄3 ◐ ⏳ 9 N/A N/A 7 95 —
25015
DAVIDwhitelabeledCA
An MCP server that enables AI assistants to perform web automation tasks such a…
 F 37 4⁄4 ◐ ⏳ 27 15 — 24 81 —
25016
FastlanePython
A Model Context Protocol server that extends Claude's capabilities by providing…
 F 37 4⁄4 ◐ ⏳ 33 12 — 18 81 —
25017
quintonwall
An MCP server for Claude Desktop that allows users to check the status of their…
 F 37 4⁄3 ◐ ⏳ 27 7 N/A 17 95 —
25018
aiagentshub
F 36 3⁄3 ◐ ⏳ 8 N/A N/A 4 95 —
25019
niceberginc
A Model Context Protocol server that enables Claude AI to interact with the Sol…
 F 36 4⁄4 ◐ ⏳ 33 12 — 16 80 —
25020
yuwencheng0212
mcp-ppt Claim 1
design ppt
 F 36 4⁄3 ◐ ⏳ 24 12 N/A 11 94 —
25021
wmarceau
Compare Uber and Lyft prices for any route
 F 36 3⁄3 ◐ ⏳ 12 N/A N/A 12 83 —
25022
PoloKee
F 36 3⁄3 ◐ ⏳ 8 N/A N/A 4 95 —
25023
RATOR-codes
A Simple WeatherForecastServer: Get Weather Easily and Freely
 F 35 4⁄3 ◐ ⏳ 24 11 N/A 3 95 —
25024
ZUHcYa
EU food regulatory data: additives (E-numbers), allergens, nutrition references.
 F 35 3⁄3 ◐ ⏳ — N/A N/A 15 95 —
25025
ZUHcYa
Independent AI code validation: test bias, edge cases, coverage gaps.
 F 35 3⁄3 ◐ ⏳ — N/A N/A 15 95 —
25026
tiagopdcamargo
tiagopdcamargo Claim 1
F 35 3⁄3 ◐ ⏳ 8 N/A N/A 1 95 —
25027
esrisaudiarabia
Intelligent ArcGIS content search. Works with Online/Enterprise. Requires user …
 F 35 3⁄3 ◐ ⏳ 12 N/A N/A 9 83 —
25028
ChangilPark
pci_mcp Claim
F 34 3⁄3 ◐ ⏳ — N/A N/A 10 95 —
25029
haalo-cpu
mcp_test Claim
F 34 3⁄3 ◐ ⏳ — N/A N/A 9 95 —
25030
devd3vil
mcpserver Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 4 95 —
25031
uv6725
hh Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 7 95 —
25032
RickJoosten
im_builder Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 4 95 —
25033
freshaq09
new Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 4 95 —
25034
a82259968-blip
mcp_test Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 7 95 —
25035
NektoNeo
mpc Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 4 95 —
25036
lazyDesign
excelmcp Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 4 95 —
25037
zjl13031-byte
prediction Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 7 95 —
25038
dexteon
dexai-tools Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 4 95 —
25039
Helios0038
F 33 3⁄3 ◐ ⏳ — N/A N/A 7 95 —
25040
NektoNeo
mpc Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 4 95 —
25041
room202
A simple MCP server sample that provides a greeting tool which echoes back a pe…
 F 33 3⁄3 ◐ ⏳ — N/A N/A 4 95 —
25042
lorenzocean
F 33 3⁄3 ◐ ⏳ — N/A N/A 4 95 —
25043
AmayaWang
MCP-TEST Claim 1
MCP-TEST
 F 32 4⁄4 ◐ ⏳ 24 10 — 9 81 —
25044
1519512147
le Claim 1
F 32 3⁄3 ◐ ⏳ — N/A N/A 1 95 —
25045
longjianjiang
A server that implements the Model Context Protocol (MCP), providing an interfa…
 F 32 3⁄3 ◐ ⏳ — N/A N/A 3 95 —
25046
gorums
Provides intelligent access to local music collections through advanced metadat…
 F 30 4⁄4 ◐ ⏳ 58 17 — 21 78 —
25047
meshpop
mpop ⚡ Claim 1
Server fleet management MCP — monitor, deploy, and manage distributed Linux ser…
 F 30 4⁄3 ◐ ⏳ 88 67 N/A 49 87 —
25048
DavidOsherdiagnostica
data-gov-il-mcp ⚡ Claim 1
Advanced MCP server for seamless access to Israeli Government Open Data
 F 30 4⁄4 ◐ ⏳ 94 61 N/A 49 78 —
25049
Spysailor
OpenAI and Claude MCP ⚡ Claim 1
A simple server that acts as a Master Control Program (MCP) for unified interac…
 F 30 4⁄4 ◐ ⏳ 56 31 — 21 80 —
25050
andybrandt
mcp-simple-pubmed ⚡ Claim 1
🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.
 F 30 4⁄3 ◐ ⏳ 64 33 N/A 55 92 —
Showing 25001–25050 of 66534 servers
« Prev 1 … 499 500 501 502 503 … 1331 Next »