MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

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33537
Discovered
→
27057
Scored
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1725
Verified
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16957
Complete
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Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

Newly Added

mcp A clawmaster B Hive Intelligence A ontosphere B ComIDP-MCP-Server C

Biggest Gainers

Bezal — Local Business Intelligence for AI Agents +31 freightgate-mcp-server +3 AgentLore +2

Biggest Drops

顏回 YanHui Debug AI -46 image-processing -46 lead411 -46
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30701
vinaybhosle
Ocean container shipping intelligence for AI agents. 24 MCP tools covering: - …
 — ○ ⏳ — — — — — —
30702
rkashyapa
qualitastech Claim
— ○ ⏳ — N/A N/A — 95 —
30703
mandalazenwave
fillin Claim
— ○ ⏳ — — — — — —
30704
oneTeam-MCP
— ○ — N/A N/A — 95 —
30705
getjavelin
ramparts ⚡ Claim
A comprehensive security scanner for MCP servers with YARA rules and static ana…
 — ○ — — — — 86 —
30706
zth0828
A unified MiniMax multimodal MCP server that enables users to access text, sear…
 — ○ ⏳ — — — — — —
30707
ExpertVagabond
jupiter-mcp Claim
MCP server providing AI agents with native access to Jupiter's full DeFi stack …
 — ○ ⏳ — — — — — —
30708
bartonguestier1725-collab
scout-mcp Claim
Multi-source search across code registries (GitHub, npm, PyPI), academic indexe…
 — ○ ⏳ — — — — — —
30709
thlg057
MCP server for Thomson MO5 C development, 6809, CMOC, SDK, toolchain.
 — ○ ⏳ — N/A N/A — — —
30710
pipeworx-io
Openaq Claim
OpenAQ MCP — wraps OpenAQ v2 API (free, no auth required)
 — ○ ⏳ — — — — — —
30711
hcheng666
Enables large language models to interact with Milvus vector databases through …
 — ○ ⏳ — — — — — —
30712
leandrogavidia
— ○ ⏳ — N/A N/A — 95 —
30713
waldium
waldium Claim
— ○ — N/A N/A — 95 —
30714
dravidsajinraj-iex
Provide a scaffold framework to build MCP servers efficiently. Enable rapid dev…
 — ○ ⏳ — N/A N/A — 95 —
30715
pawanpanpan
serv Claim
— ○ — N/A N/A — 95 —
30716
86755crj
n7n Claim
— ○ — N/A N/A — 95 —
30717
yutayamamoto
Formath MCP Claim
Enables extraction of mathematical content from TeX papers and conversion to Le…
 — ○ — N/A N/A — 95 —
30718
madasor
A Model Context Protocol server that enables AI assistants to request user feed…
 — ○ — N/A N/A — 95 —
30719
nextlaneagency
— ○ — N/A N/A — 95 —
30720
Shashankss1205
— ○ — N/A N/A — 95 —
30721
Arctusol
Manage Zoho Books contacts, items, estimates, and invoices directly from your w…
 — ○ ⏳ — N/A N/A — — —
30722
clado-ai
Clado Claim
Find and qualify prospects from LinkedIn using powerful search and filters. Enr…
 — ○ ⏳ — N/A N/A — 95 —
30723
alan-ho
Enables automated WCAG 2.2 AA accessibility audits of Figma designs and webpage…
 — ○ ⏳ — N/A N/A — — —
30724
luz33c
getgot Claim
— ○ — N/A N/A — 95 —
30725
wmh.dirc
custom-agent Claim
— ○ — N/A N/A — 95 —
30726
wkruithof
MetricSign Claim
Monitor and troubleshoot your Power BI refreshes. Get refresh status, incidents…
 — ○ ⏳ — — — — — —
30727
pipeworx-io
crypto Claim
Crypto MCP — cryptocurrency prices and currency conversion
 — ○ ⏳ — — — — — —
30728
ebenova
scope-guard Claim
— ○ ⏳ — N/A N/A — — —
30729
axel-belfort
Currency conversion API for AI agents. Convert between fiat currencies (ECB rat…
 — ○ ⏳ — N/A N/A — — —
30730
daedalus
mcp-hashlib Claim
An MCP server that exposes hashlib functionality
 — ○ ⏳ — N/A N/A — — —
30731
vladimir
software3 Claim
— ○ — N/A N/A — 95 —
30732
srotzin
Intent execution engine for autonomous agent task routing
 — ○ ⏳ — — — — — —
30733
georgetso
MCP Memory Claim 1
An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the abil…
 — ○ — — — — 81 —
30734
Donnyb369
MCP Spine Claim
A local-first middleware proxy that proxies multiple MCP servers through a sing…
 — ○ ⏳ — — — — — —
30735
beehiveinnovations
zen ⚡ Claim
Bridges multiple AI models and CLIs, enabling orchestrated workflows across Cla…
 — ○ — — — — 86 —
30736
uvidswqkscr89
mcp_test Claim
— ○ — N/A N/A — 95 —
30737
topvisor
MCP server for desktop notifications over stdio
 — ○ ⏳ — N/A N/A — 95 —
30738
leolilley
Kiwi MCP Claim
A unified MCP server that consolidates directives, Python scripts, and knowledg…
 — ○ ⏳ — — — — 81 —
30739
AgentWings
— ○ ⏳ — N/A N/A — 95 —
30740
monostate
Enables high-performance token sniping on Raydium DEX with multi-region support…
 — ○ ⏳ — — — — 81 —
30741
thierrychen
— ○ — N/A N/A — 95 —
30742
xiaobenyang-com
Transform and analyze text in one place. Convert case, trim whitespace, reverse…
 — ○ ⏳ — N/A N/A — 95 —
30743
dnaerys
MyGenome Claim
Personal Genome Exploration
 — ○ ⏳ — N/A N/A — — —
30744
raptor.rb
Nano Banana MCP
 — ○ — N/A N/A — 95 —
30745
ebenova
fieldops Claim
— ○ ⏳ — N/A N/A — — —
30746
fxmacrodata
FXMacroData Claim
Macroeconomic and FX time-series data for AI agents: indicators, calendars, COT…
 — ○ ⏳ — — — — — —
30747
bknc-odoo
gmail_mcp Claim
— ○ ⏳ — N/A N/A — 95 —
30748
ubn-dev
Provide precise and efficient calculation capabilities to your agents. Enable s…
 — ○ ⏳ — N/A N/A — 95 —
30749
@thinszx
— ○ ⏳ — N/A N/A — 95 —
30750
algo-wallet
x402mcp Claim
— ○ ⏳ — — — — — —
Showing 30701–30750 of 33537 servers
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