MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

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33537
Discovered
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27233
Scored
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1781
Verified
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16957
Complete
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Last updated 1 hour, 32 minutes ago

Grade Distribution

Score Distribution

Newly Added

toolstem-sec-mcp-server B Hive Oracle B GopherHole Agent Hub B Akamai CDN C Zyntra - Temp e-mails MCP F

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
30501
doossee
Enables AI agents to create, run, and manage HTTP requests using the Invoker AP…
 — ○ ⏳ — N/A N/A — — —
30502
MCP-Mirror
Enables AI assistants to interact with Gmail through natural language, supporti…
 — ○ ⏳ — — — — 81 —
30503
sumup
Tools to explore SumUp accounts, payments, customers, and payouts.
 — ○ — N/A N/A — 83 —
30504
belugatempo-dot
Enables real-time web search with source citations by leveraging Perplexity AI'…
 — ○ ⏳ — N/A N/A — 95 —
30505
tomjwxf
verify-mcp Claim 1
MCP server for offline verification of signed artifacts — receipts, manifests, …
 — ○ — N/A N/A — 95 —
30506
gsarti
Enables AI assistants like Claude to search and reference your Apple Notes usin…
 — ○ — N/A N/A — 95 —
30507
canberkesen48
obsyra Claim
— ○ — N/A N/A — 95 —
30508
david-choi-querypie
david-mcp6 Claim
— ○ ⏳ — N/A N/A — — —
30509
globau
Model Context Protocol server for Firefox DevTools - enables AI assistants to i…
 — ○ — N/A N/A — 95 —
30510
knownothing20
Enables AI agents to remotely read/write files and execute commands on Linux se…
 — ○ ⏳ — — — — — —
30511
zerolatency
Persistent memory MCP server for AI agents — hybrid semantic recall, multi-agen…
 — ○ ⏳ — — — — — —
30512
safeagent
firewall Claim
Invisible MCP safety firewall. Injects token safety instructions into any AI ag…
 — ○ ⏳ — — — — — —
30513
omniologynow-rgb
Web intelligence MCP server for AI agents. 7 tools for SERP analysis, competito…
 — ○ ⏳ — — — — — —
30514
srotzin
Hive Morph Claim
HiveMorph polymorphic identity and capability tokens for autonomous agents
 — ○ ⏳ — — — — — —
30515
sergey
clockify-mcp Claim
— ○ — N/A N/A — 95 —
30516
mpuhacz
Say Hello Claim
Create friendly, personalized greetings by name. Switch to a playful pirate voi…
 — ○ — N/A N/A — 95 —
30517
etweisberg
An MCP server for Garmin Connect that provides access to fitness activities, he…
 — ○ ⏳ — N/A N/A — — —
30518
geraservicesuk
Gera Prime MCP (placeholder) — Everything subscription meta-product. Launching …
 — ○ — N/A N/A — 95 —
30519
ErosAO
A file management system powered by Claude AI that provides document access and…
 — ○ ⏳ — — — — — —
30520
wsassi
— ○ — N/A N/A — 95 —
30521
dnet
— ○ ⏳ — N/A N/A — 95 —
30522
brnndnn
Allows deploying a Model Context Protocol server on Cloudflare Workers without …
 — ○ — N/A N/A — 95 —
30523
Uttam-Mahata
An advanced Model Context Protocol server that integrates GitHub repositories w…
 — ○ ⏳ — — — — 81 —
30524
wave-av
Exposes WAVE streaming APIs as tools for AI assistants to manage live streams, …
 — ○ ⏳ — — — — — —
30525
nikos.workflow
demo-002 Claim
— ○ — N/A N/A — 95 —
30526
neaj-Corp
QrVerloz lets AI agents create QR codes instantly — no account needed, active f…
 — ○ ⏳ — — — — — —
30527
lantlos95
wertls Claim
— ○ — N/A N/A — 95 —
30528
wxy-250701
— ○ ⏳ — N/A N/A — 95 —
30529
cpretzinger
A comprehensive Model Context Protocol (MCP) server that provides programmatic …
 — ○ — N/A N/A — 95 —
30530
cybeleri
Database admin MCP: schema inspection, query optimization for PostgreSQL and My…
 — ○ ⏳ — N/A N/A — 81 —
30531
Adityaaery20
media-mcp Claim
Local image and video processing MCP server with 13 tools for resize, convert, …
 — ○ ⏳ — N/A N/A — — —
30532
wfz0345
test1 Claim
— ○ — N/A N/A — 95 —
30533
annibale-x
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
 — ○ — N/A N/A — 95 —
30534
ryanlahen
smithery-mcp Claim
— ○ — N/A N/A — 95 —
30535
Parc-Dev
Break down complex problems into clear, actionable steps. Adapt on the fly by i…
 — ○ — N/A N/A — 95 —
30536
musa8026
Signed Buildability Oracle for AI-for-science papers. ed25519 receipts, Wave pr…
 — ○ ⏳ — — — — — —
30537
wx-b
An MCP server implementing Recursive Language Models (RLM) to process arbitrari…
 — ○ — N/A N/A — 95 —
30538
hellovarun91
Brainstorm MCP Claim 1
An MCP server that connects Claude to Google Sheets for enhanced brainstorming …
 — ○ — — — — 81 —
30539
acampkin95
IT-MCP Claim
Provides comprehensive macOS, Linux, and Windows system administration, diagnos…
 — ○ — — — — 81 —
30540
futureofworktraining
— ○ — N/A N/A — 95 —
30541
Yenn503
NoctisAI Claim
Enables advanced malware development, threat intelligence analysis, and offensi…
 — ○ ⏳ — — — — 81 —
30542
davidnyuwin
— ○ — N/A N/A — 95 —
30543
diditchange
server Claim
— ○ — N/A N/A — 95 —
30544
togethercomputer
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
 — ○ — N/A N/A — 95 —
30545
balloonf
An advanced SSH session manager that allows Claude to establish and manage mult…
 — ○ — — — — 81 —
30546
RiskThinking
Interact with climate metrics via Riskthinking.AI's CDT Express API in supporte…
 — ○ ⏳ — N/A N/A — — —
30547
aiagenta2z
OpenSource MCP Marketplace | MCP Servers Tools Meta Dataset | Web API | Web Cli…
 — ○ ⏳ — N/A N/A — — —
30548
MAB2908
zont-mcp Claim
An MCP server that connects AI assistants to the ZONT heating system via the of…
 — ○ ⏳ — N/A N/A — — —
30549
chumbalayaa
— ○ — N/A N/A — 95 —
30550
racy
l324 Claim
— ○ — N/A N/A — 95 —
Showing 30501–30550 of 33537 servers
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