MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

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69261
Discovered
→
33946
Scored
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2112
Verified
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16953
Complete
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Last updated 3 hours, 50 minutes ago

Grade Distribution

Score Distribution

Newly Added

Narva F DomainCat F Cretia F Bewary scam check F Vibe Patent F

Biggest Gainers

HTML to Image +24 Jentic Remote MCP Server +22 robomart +22

Biggest Drops

insidergraph -30 CrashStory MCP -4 SVTR AI Venture Database -3
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
25001
Mustafa777770
chinahub-api Claim
F 39 4⁄3 ◐ ⏳ 24 15 N/A 19 95 —
25002
mifactory-bot
Persistent memory for AI agents across Claude, ChatGPT and any MCP client.
 F 39 4⁄3 ◐ ⏳ 24 38 — 25 70 —
25003
freshaq09
browser Claim
F 39 4⁄3 ◐ ⏳ 24 20 N/A 14 95 —
25004
aaudeon
MCP Weather Server ⚡ Claim 2
A Model Context Protocol server that provides real-time weather information and…
 F 39 4⁄4 ◐ ⏳ 27 20 — 23 85 —
25005
cc25a
Look up the latest stock prices by ticker symbol across global markets. Get cur…
 F 38 5⁄5 ◐ ⏳ 42 33 0 30 81 —
25006
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 —
25007
j-wnn
F 38 4⁄3 ◐ ⏳ 24 22 N/A 7 95 —
25008
luIntercom
Integrates weather tools with Intercom, providing real-time weather alerts, for…
 F 38 4⁄4 ◐ ⏳ 38 7 — 24 81 —
25009
samihalawa
F 38 3⁄3 ◐ ⏳ 12 N/A N/A 7 95 —
25010
yuwencheng0212
ppt Claim 1
ppt
 F 38 4⁄3 ◐ ⏳ 34 7 N/A 12 95 —
25011
furugen
Playwright MCP Claim 1
A Model Context Protocol server that provides browser automation capabilities u…
 F 38 4⁄4 ◐ ⏳ 27 25 — 18 81 —
25012
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 —
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
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 —
25016
DAVIDwhitelabeledCA
An MCP server that enables AI assistants to perform web automation tasks such a…
 F 37 4⁄4 ◐ ⏳ 27 15 — 24 81 —
25017
FastlanePython
A Model Context Protocol server that extends Claude's capabilities by providing…
 F 37 4⁄4 ◐ ⏳ 33 12 — 18 81 —
25018
yuwencheng0212
mcp-ppt Claim 1
design ppt
 F 36 4⁄3 ◐ ⏳ 24 12 N/A 11 94 —
25019
aiagentshub
F 36 3⁄3 ◐ ⏳ 8 N/A N/A 4 95 —
25020
wmarceau
Compare Uber and Lyft prices for any route
 F 36 3⁄3 ◐ ⏳ 12 N/A N/A 12 83 —
25021
niceberginc
A Model Context Protocol server that enables Claude AI to interact with the Sol…
 F 36 4⁄4 ◐ ⏳ 33 12 — 16 80 —
25022
PoloKee
F 36 3⁄3 ◐ ⏳ 8 N/A N/A 4 95 —
25023
tiagopdcamargo
tiagopdcamargo Claim 1
F 35 3⁄3 ◐ ⏳ 8 N/A N/A 1 95 —
25024
ZUHcYa
EU food regulatory data: additives (E-numbers), allergens, nutrition references.
 F 35 3⁄3 ◐ ⏳ — N/A N/A 15 95 —
25025
esrisaudiarabia
Intelligent ArcGIS content search. Works with Online/Enterprise. Requires user …
 F 35 3⁄3 ◐ ⏳ 12 N/A N/A 9 83 —
25026
ZUHcYa
Independent AI code validation: test bias, edge cases, coverage gaps.
 F 35 3⁄3 ◐ ⏳ — N/A N/A 15 95 —
25027
RATOR-codes
A Simple WeatherForecastServer: Get Weather Easily and Freely
 F 35 4⁄3 ◐ ⏳ 24 11 N/A 3 95 —
25028
haalo-cpu
mcp_test Claim
F 34 3⁄3 ◐ ⏳ — N/A N/A 9 95 —
25029
ChangilPark
pci_mcp Claim
F 34 3⁄3 ◐ ⏳ — N/A N/A 10 95 —
25030
NektoNeo
mpc Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 4 95 —
25031
freshaq09
new Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 4 95 —
25032
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 —
25033
NektoNeo
mpc Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 4 95 —
25034
zjl13031-byte
prediction Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 7 95 —
25035
lorenzocean
F 33 3⁄3 ◐ ⏳ — N/A N/A 4 95 —
25036
devd3vil
mcpserver Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 4 95 —
25037
a82259968-blip
mcp_test Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 7 95 —
25038
lazyDesign
excelmcp Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 4 95 —
25039
dexteon
dexai-tools Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 4 95 —
25040
Helios0038
F 33 3⁄3 ◐ ⏳ — N/A N/A 7 95 —
25041
RickJoosten
im_builder Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 4 95 —
25042
uv6725
hh Claim
F 33 3⁄3 ◐ ⏳ — N/A N/A 7 95 —
25043
1519512147
le Claim 1
F 32 3⁄3 ◐ ⏳ — N/A N/A 1 95 —
25044
longjianjiang
A server that implements the Model Context Protocol (MCP), providing an interfa…
 F 32 3⁄3 ◐ ⏳ — N/A N/A 3 95 —
25045
AmayaWang
MCP-TEST Claim 1
MCP-TEST
 F 32 4⁄4 ◐ ⏳ 24 10 — 9 81 —
25046
offorte
offorte-mcp-server ⚡ Claim 1
The Offorte Proposal Software MCP server enables creation and sending of busine…
 F 30 4⁄4 ◐ ⏳ 76 56 — 61 80 —
25047
coding-realtor
Provides 12 tools to query South Korean building register data, including title…
 F 30 4⁄3 ◐ ⏳ 60 68 — 48 90 —
25048
elisymprotocol
elisym protocol ⚡ Claim 1 2
AI agent discovery, marketplace, messaging, and payments on Nostr — no platform…
 F 30 4⁄3 ◐ ⏳ 64 70 N/A 72 72 —
25049
dickiedyce
obsidian-ts-mcp ⚡ Claim 1 3
A Model Context Protocol server that wraps the official Obsidian CLI to allow A…
 F 30 4⁄3 ◐ ⏳ 63 56 N/A 59 92 —
25050
bountyyfi
mcp-watchdog ⚡ Claim 1
MCP security proxy that sits between AI coding assistants and MCP servers, dete…
 F 30 4⁄3 ◐ ⏳ 96 38 N/A 56 89 —
Showing 25001–25050 of 69261 servers
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