MCP Server Quality Scores

Independent quality analysis of 33842 public MCP servers

33842
Discovered
28878
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14301
Danii2020
Weather MCP Server Claim
Provides real-time weather forecasts and alerts by fetching data from the Natio…
D 53 55 54 35 22 81 69
14302
renovate-bot
Demonstrates how to deploy and run Model Context Protocol (MCP) servers using N…
D 53 66 54 61 0 30 81 92
14303
ag2-mcp-servers
Stellastra MCP Server Claim 1
An MCP Server that enables multi-agent conversation interactions with the Stell…
D 53 55 45 60 21 81 51
14304
VIONWILLIAMS
A human-machine collaboration platform that manages team members and tasks usin…
D 53 66 72 42 0 32 82 86
14305
GongRzhe
YOLO MCP Server Claim 1
A computer vision service that allows Claude to perform object detection, segme…
D 53 66 72 36 0 36 76 98
14306
Pedrohmlara
An MCP server that provides country-related data from the REST Countries API, a…
D 53 66 57 65 0 21 81 91
14307
keenanbb
TIDAL MCP Server Claim
Enables interaction with TIDAL music streaming service through 27 tools for sea…
D 53 55 60 0 24 78 100
14308
aki-kii
MCP UUID Server Claim
A simple service that generates random UUIDs when requested through Claude Desk…
D 53 54 42 12 N/A 23 95 94
14309
hamcommania-design
A boilerplate project for quickly developing Model Context Protocol servers usi…
D 53 64 54 71 0 26 95 66
14310
asrvd
Flux Claim
An AI-powered MCP server that enables natural language interaction with AO (Arw…
D 53 66 68 55 0 25 81 86
14311
diegogfhjk
InventarioDB Claim
A small MCP server that manages a product inventory using SQLite, providing CRU…
D 53 54 42 32 N/A 21 95 73
14312
chuangsiaihub
Provides real-time content security for large language models by identifying an…
D 53 66 48 67 0 41 80 84
14313
AlexuLag
A simple MCP server that provides a tool called 'chistecitos' to fetch random C…
D 53 55 42 27 21 83 91
14314
mshojaei77
ReActMCP Claim 1
ReActMCP is a reactive MCP client that empowers AI assistants to instantly resp…
D 53 66 67 46 0 29 77 99
14315
MeetRathodNitsan
MCP AI Server Claim
A modular tool that combines RAG-based retrieval with Pinecone vector storage t…
D 53 54 48 22 N/A 23 95 75
14316
ASH1998
Excel Explorer Claim 1
An MCP server that allows LLMs to read, analyze, and interact with Excel files …
D 53 55 47 20 23 81 91
14317
iclickfreedownloads
Enables searching Airbnb listings with advanced filtering (location, dates, gue…
D 53 66 90 10 0 50 81 92
14318
yakub268
Kalshi MCP Server Claim
Enables users to search, analyze, and trade on Kalshi prediction markets direct…
D 53 64 70 31 0 66 67 94
14319
yushinna
A Model Context Protocol server that enables natural language-driven screenshot…
D 53 54 33 28 N/A 16 95 93
14320
ALAPI-SDK
mcp-alapi-cn Claim
这是一个基于 ALAPI 的 MCP (Model Control Protocol) 服务器实现,可以通过MCP协议直接调用ALAPI的接口
D 53 66 66 41 0 61 81 76
14321
Fewsats
Agora MCP Claim 1
An MCP server that connects AI assistants to SearchAgora, enabling users to sea…
D 53 55 43 22 27 80 94
14322
birdseyevue
daisyui-mcp Claim
🌼 A token-friendly local MCP server for DaisyUI component documentation using t…
D 53 64 60 21 0 62 95 94
14323
team-plask
3D-MCP Claim
A universal Model Context Protocol implementation that serves as a semantic lay…
D 53 54 72 26 N/A 42 90 28
14324
ErickWendel
A Model Context Protocol (MCP) server that provides tools to query Erick Wendel…
D 53 66 67 32 0 61 81 88
14325
viswajit2304
UNO Game MCP Server Claim 1
An MCP server that enables LLMs to participate in a multi-player UNO card game …
D 53 55 57 0 32 81 97
14326
jjjtyy666
A FastMCP-powered server for accessing curated travel spot data from a PostgreS…
D 53 55 48 27 27 82 81
14327
sensormcp
SensorMCP Server Claim 1
An MCP server that enables automated dataset creation and custom object detecti…
D 53 54 39 27 N/A 23 92 84
14328
dragonkhoi
Ramp MCP Claim 1
An MCP server that connects to the Ramp API, allowing users to interact with th…
D 53 66 57 61 0 37 81 83
14329
muxinc
mcp Claim 1
The official MCP Server for the Mux API
D 53 66 96 10 0 88 52 87
14330
fishcoderman
Enables users to measure, track, and compare response times of GitHub Copilot a…
D 53 54 42 23 N/A 16 92 88
14331
konarkm
Bridges Parallel's Monitor API with Poke to receive SMS notifications when web …
D 53 66 54 50 0 42 81 95
14332
waystation-ai
wrike Claim
Manage projects, tasks, and workflows with Wrike project management.
D 53 66 88 10 0 40 81 100
14333
guibracco
An MCP server that enables AI assistants to interact with PostgreSQL databases …
D 53 55 47 20 30 69 100
14334
Fu-Jie
MCP-OPENAPI-DOCX Claim
Enterprise-grade document editing and management server that enables AI-powered…
D 53 66 42 63 0 50 82 90
14335
noahgsolomon
A Model Context Protocol server enabling AI assistants to create, buy, and sell…
D 53 64 45 63 0 26 95 92
14336
wyccywwyc
Enables sending emails through SMTP with support for multiple recipients, attac…
D 53 55 48 27 27 78 82
14337
inai17ibar
Enables users to log meals, track daily and weekly calorie intake, and manage d…
D 53 55 48 22 19 81 91
14338
Ethan2298
Enables semantic search over local notes and documents using natural language q…
D 53 64 76 26 0 23 95 92
14339
kabirrgrover
Connects WHOOP fitness data to Poke AI assistant, enabling natural language que…
D 52 66 64 37 0 39 81 93
14340
arjunkmrm
Extract and parse web pages into clean HTML, links, or Markdown. Handle dynamic…
D 52 66 54 68 0 45 76 72
14341
chlee10
A Model Context Protocol server that enables natural language data exploration …
D 52 55 57 37 32 76 54
14342
NXr10
Enables interaction with SAP Business One API through Azure Container Apps with…
D 52 66 72 52 0 16 81 84
14343
cympfh
QR Code MCP Server Claim 1
Enables the generation of QR codes in PNG, SVG, Base64, and ASCII formats via M…
D 52 54 46 25 N/A 27 90 70
14344
IlyaGusev
Search arXiv and ACL Anthology, retrieve citations and references, and browse w…
D 52 66 88 36 0 69 81 40
14345
DidierRLopes
Exposes OpenBB widget specifications as structured tools, enabling developers a…
D 52 55 80 27 28 81 32
14346
shutter-network
Shutter MCP Claim
Enables timelock encryption using the Shutter Network, allowing users to encryp…
D 52 66 66 38 0 30 81 99
14347
OHNLP
omop_mcp Claim
Map clinical terminology to OMOP concepts using LLMs for healthcare data standa…
D 52 66 78 27 0 49 78 84
14348
Kim-soung-won
Craft quick, personalized greetings by name. Generate ready-to-use greeting pro…
D 52 66 56 57 0 29 83 84
14349
self-tech-labs
An MCP server providing standardized access to Swiss court decisions through th…
D 52 64 51 55 0 20 95 88
14350
bridgpal
A basic example of developing and running serverless Model Context Protocol (MC…
D 52 66 54 61 0 21 81 91
Showing 14301–14350 of 33842 servers
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