MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

41393
Discovered
29295
Scored
2097
Verified
16952
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36351
idoco2003
vincikit Claim
AI stack configurator with conversational interviews and intelligent recommenda…
N/A N/A 75
36352
pipeworx
Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain …
81
36353
CSOAI-ORG
email-automation-mcp MCP server by MEOK AI Labs
N/A N/A
36354
BradMorphsters
Enables AI assistants to query and analyze local personal finance data from Tus…
N/A N/A
36355
atharv.sp
jaamun Claim
N/A N/A 95
36356
ergopitrez
Enables AI-driven brand visibility monitoring and SEO project management via th…
81
36357
r266-tech
wechat-cli Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
N/A N/A
36358
atnguyen143
Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
81
36359
jnilrac
Paid MCP web research for agents: search, extraction, citations, and x402 payme…
36360
davidkooi
Agentic News Claim
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — cr…
N/A N/A 95
36361
aigodot
Control and automate Unreal Engine workflows using natural language commands th…
N/A N/A 95
36362
CSOAI-ORG
health-check-ai-mcp MCP server by MEOK AI Labs
N/A N/A
36363
mpuhacz
Say Hello Claim
Create friendly, personalized greetings by name. Switch to a playful pirate voi…
N/A N/A 95
36364 N/A N/A 95
36365
GreenSheep01201
An automated MCP server for Google Stitch that enables AI-driven UI design gene…
81
36366
OdinBot33
AI Agent Astrology — natal charts, transits, cosmic weather, and forecasts for …
N/A N/A 95
36367
spajjuri.pro
vsfclubnew5 Claim
N/A N/A 95
36368 N/A N/A 95
36369
xue20010808
threatnews2 Claim
N/A N/A 95
36370
fraim-ai
Enables semantic search of project documentation using hybrid vector and full-t…
81
36371
ronantakizawa
The GIS Data Conversion MCP allows reverse geocoding, WKT/GeoJSON conversion, T…
N/A N/A 95
36372
talal
mailx-tools Claim
81
36373
t3rmed
Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
81
36374
cortezcristian
An implementation that enables AI assistants to interact with Kubecost cost man…
81
36375
cdugo
DocsFetcher Claim
Fetch npm package documentation and present it for LLMs.
N/A N/A 95
36376
honeybulr
etapa Claim
Etapa is an AI cycling coach for beginners and returning riders. Most cycling a…
81
36377
Shelpuk-AI-Technology-Consulting
A project-aware AI design and code review server that uses dual reviewers via O…
N/A N/A
36378
ben-2wnm
AI memory layer for fractional CMOs managing multiple clients. Each client gets…
N/A N/A 95
36379
invarium-ai
invarium Claim
81
36380
protae5544
websites Claim
N/A N/A 95
36381
driftsbot
drifts Claim
Multi-sensory AI experiences with time-locked progression and structured sensor…
N/A N/A 83
36382 N/A N/A 95
36383
wyre-technology
MCP server for Ironscales — phishing incident management, email classification,…
36384 N/A N/A 95
36385
gul-tekinmuhendislik
Ürünler, projeler, blog yazıları, markalar, hizmetler ve kategoriler için okuma…
N/A N/A 95
36386
Rocketech-Software-Development
formacv Claim
FormaCV MCP server for AI-powered CV formatting, anonymization, tailoring, and …
N/A N/A
36387
dlasky
Provides graph-based semantic memory storage and retrieval using vector embeddi…
81
36388 N/A N/A 95
36389
dushyant30suthar
endiagram Claim
Deterministic structural analysis that gets your AI laser focused. 13 graph-the…
81
36390
morinooji
ls-news-mcp Claim
N/A N/A 95
36391
dugynoo
huly-mcp Claim
Complete MCP server for Huly project management with 209 tools across 23 catego…
36392 N/A N/A 95
36393
geraservicesuk
mcp-geraeats Claim
Browse restaurants, search dishes, order food delivery, track riders. 50+ count…
N/A N/A 95
36394
CSOAI-ORG
budget-planner-ai-mcp MCP server by MEOK AI Labs
N/A N/A
36395
DeloraProtocol
Delora MCP Claim
Delora MCP server for cross-chain quotes, supported chains, tokens, and tools.
36396
BadRooBot
my_test Claim
Get current weather for any city and create images from your prompts. Streamlin…
N/A N/A 95
36397
vinhphatfsg
MCP server for CSV/JSON data transformation using YAML rules
N/A N/A 95
36398
ARTEMKOPIK
chatgpt Claim
N/A N/A 95
36399
BentleySystems
MCP server for Bentley STAAD.Pro via the OpenSTAAD API
N/A N/A
36400
KalvadTech
redmine-mcp Claim
A stateless MCP server for Redmine that allows users to interact with issues, t…
Showing 36351–36400 of 41393 servers
« Prev 1 726 727 728 729 730 828 Next »