MCP Server Quality Scores

Independent quality analysis of 41668 public MCP servers

41668
Discovered
29310
Scored
2098
Verified
16952
Complete

Last updated 2 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35401
idoco2003
vincikit Claim
AI stack configurator with conversational interviews and intelligent recommenda…
N/A N/A 75
35402
CSOAI-ORG
hash-utils-ai-mcp MCP server by MEOK AI Labs
N/A N/A
35403
pipeworx
Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain …
81
35404
CSOAI-ORG
email-automation-mcp MCP server by MEOK AI Labs
N/A N/A
35405
BradMorphsters
Enables AI assistants to query and analyze local personal finance data from Tus…
N/A N/A
35406
atharv.sp
jaamun Claim
N/A N/A 95
35407
ergopitrez
Enables AI-driven brand visibility monitoring and SEO project management via th…
81
35408
r266-tech
wechat-cli Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
N/A N/A
35409
atnguyen143
Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
81
35410
jnilrac
Paid MCP web research for agents: search, extraction, citations, and x402 payme…
35411
davidkooi
Agentic News Claim
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — cr…
N/A N/A 95
35412
aigodot
Control and automate Unreal Engine workflows using natural language commands th…
N/A N/A 95
35413
mpuhacz
Say Hello Claim
Create friendly, personalized greetings by name. Switch to a playful pirate voi…
N/A N/A 95
35414
CSOAI-ORG
health-check-ai-mcp MCP server by MEOK AI Labs
N/A N/A
35415 N/A N/A 95
35416
GreenSheep01201
An automated MCP server for Google Stitch that enables AI-driven UI design gene…
81
35417
OdinBot33
AI Agent Astrology — natal charts, transits, cosmic weather, and forecasts for …
N/A N/A 95
35418
spajjuri.pro
vsfclubnew5 Claim
N/A N/A 95
35419 N/A N/A 95
35420
xue20010808
threatnews2 Claim
N/A N/A 95
35421
fraim-ai
Enables semantic search of project documentation using hybrid vector and full-t…
81
35422
ronantakizawa
The GIS Data Conversion MCP allows reverse geocoding, WKT/GeoJSON conversion, T…
N/A N/A 95
35423
talal
mailx-tools Claim
81
35424
t3rmed
Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
81
35425
cortezcristian
An implementation that enables AI assistants to interact with Kubecost cost man…
81
35426
cdugo
DocsFetcher Claim
Fetch npm package documentation and present it for LLMs.
N/A N/A 95
35427
honeybulr
etapa Claim
Etapa is an AI cycling coach for beginners and returning riders. Most cycling a…
81
35428
Shelpuk-AI-Technology-Consulting
A project-aware AI design and code review server that uses dual reviewers via O…
N/A N/A
35429
ben-2wnm
AI memory layer for fractional CMOs managing multiple clients. Each client gets…
N/A N/A 95
35430
invarium-ai
invarium Claim
81
35431
protae5544
websites Claim
N/A N/A 95
35432
driftsbot
drifts Claim
Multi-sensory AI experiences with time-locked progression and structured sensor…
N/A N/A 83
35433 N/A N/A 95
35434
wyre-technology
MCP server for Ironscales — phishing incident management, email classification,…
35435 N/A N/A 95
35436
gul-tekinmuhendislik
Ürünler, projeler, blog yazıları, markalar, hizmetler ve kategoriler için okuma…
N/A N/A 95
35437
Rocketech-Software-Development
formacv Claim
FormaCV MCP server for AI-powered CV formatting, anonymization, tailoring, and …
N/A N/A
35438
dlasky
Provides graph-based semantic memory storage and retrieval using vector embeddi…
81
35439 N/A N/A 95
35440
dushyant30suthar
endiagram Claim
Deterministic structural analysis that gets your AI laser focused. 13 graph-the…
81
35441
morinooji
ls-news-mcp Claim
N/A N/A 95
35442
dugynoo
huly-mcp Claim
Complete MCP server for Huly project management with 209 tools across 23 catego…
35443 N/A N/A 95
35444
geraservicesuk
mcp-geraeats Claim
Browse restaurants, search dishes, order food delivery, track riders. 50+ count…
N/A N/A 95
35445
CSOAI-ORG
budget-planner-ai-mcp MCP server by MEOK AI Labs
N/A N/A
35446
DeloraProtocol
Delora MCP Claim
Delora MCP server for cross-chain quotes, supported chains, tokens, and tools.
35447
BadRooBot
my_test Claim
Get current weather for any city and create images from your prompts. Streamlin…
N/A N/A 95
35448
vinhphatfsg
MCP server for CSV/JSON data transformation using YAML rules
N/A N/A 95
35449
ARTEMKOPIK
chatgpt Claim
N/A N/A 95
35450
BentleySystems
MCP server for Bentley STAAD.Pro via the OpenSTAAD API
N/A N/A
Showing 35401–35450 of 41668 servers
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