MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12351
jacklatrobe
A cognitive scaffolding platform that helps AI agents break down complex tasks …
C 61 55 72 30 19 83 94
12352
2geonhyup
dart-mcp Claim
dart-mcp
C 61 54 48 43 N/A 30 95 85
12353
mpmcgowen
metricui Claim
MCP server for MetricUI — a React dashboard component library. Provides AI codi…
C 61 55 72 0 N/A 58 84 95
12354
zxfgds
MCP Code Indexer Claim 1
A smart code retrieval tool based on Model Context Protocol that provides effic…
C 61 54 78 26 N/A 17 90 85
12355
lztrifunovic
A serverless implementation of Model Context Protocol on Cloudflare Workers tha…
C 61 55 48 68 21 81 80
12356
nebula-contrib
A Model Context Protocol server implementation that enables LLMs to interact wi…
C 61 55 53 21 64 81 93
12357
small-tou
A testing server that demonstrates Model Context Protocol features, providing a…
C 61 55 54 100 N/A 23 95 17
12358
Sneezry
Provides traditional Chinese XiaoLiuRen divination analysis with accurate lunar…
C 61 55 72 95 22 81 16
12359
RealQuant-Inc
A serverless deployment for Model Context Protocol server on Cloudflare Workers…
C 61 55 48 66 21 81 82
12360
Ricky610329
mup Claim
MCP server that turns HTML MUP panels into interactive UI tools for LLMs.
C 61 54 90 0 N/A 48 89 76
12361
Kohei-Suzuki22
Weather MCP Server Claim
Provides weather information tools including US state weather alerts and locati…
C 61 55 54 38 27 81 100
12362
ajragusa
perfsonar-mcp Claim 2
An MCP server for perfSONAR that enables querying historical network measuremen…
C 61 55 71 33 30 80 87
12363
mashrur-rahman-fahim
AI-powered delivery dispatch management system with 29 tools for managing order…
C 61 66 84 71 0 27 80 95
12364
anpy-j
MCP Oracle Server Claim 1
A Model Context Protocol server that enables Claude to access and interact with…
C 61 54 45 30 N/A 38 95 98
12365
dieselpro1111
TradesPro Claim
TradesPro is an open source MCP server that gives AI assistants structured know…
C 61 55 72 0 60 82 96
12366
Edwin1719
A FastMCP-based server that provides data analysis tools for processing, analyz…
C 61 55 62 41 34 80 84
12367
sargioboys51
A deployable Model Context Protocol server that runs on Cloudflare Workers with…
C 61 55 48 68 21 81 82
12368
ukicar
Enables access to the Gallica digital library of the Bibliothèque nationale de …
C 61 66 92 62 0 30 82 95
12369
warpmetrics
Connects AI assistants to Warpmetrics telemetry data to monitor AI agent perfor…
C 61 64 84 43 0 53 95 94
12370
guillelagoria
Enables users to search and access DOOR support documentation and knowledge bas…
C 61 66 88 72 0 22 81 93
12371
madhurprash
This server enables interaction with PostgreSQL databases through the Model Con…
C 61 54 66 22 N/A 25 95 89
12372
kwp-lab
Track and browse RSS feeds with ease. Fetch the latest entries from any feed UR…
C 61 66 78 65 0 49 82 90
12373
cutalion
Yonote MCP Server Claim
Provides API tools to interact with Yonote documents and collections, serving a…
C 61 55 68 35 22 81 90
12374
BishalJena
Provides real-time crop price data from Indian government sources and agricultu…
C 61 55 78 40 34 81 63
12375
auto-browse
Unbundle OpenAPI Specs MCP
C 61 55 68 82 41 81 20
12376
ag2-mcp-servers
HPSSC MCP Server Claim
This server enables communication with the Himachal Pradesh Staff Selection Com…
C 61 55 60 57 21 81 78
12377
indranilokg
Okta MCP Server Claim
Enables management of Okta identity platform through natural language, allowing…
C 61 66 84 68 0 33 80 98
12378
apasupul
Enables anonymization and deanonymization of sensitive data in text using Micro…
C 61 55 48 51 19 81 100
12379
sreedhag
Enables interaction with PostgreSQL databases through both HTTP and stdio trans…
C 61 55 60 43 24 81 92
12380
surya-madhav
MCP Web Tools Server Claim 2
A Model Context Protocol server that allows LLMs to interact with web content t…
C 61 55 63 28 32 82 95
12381
catwhisperingninja
Discover crypto trading pairs across supported chains on DexScreener. Fetch up-…
C 61 66 78 70 0 49 80 90
12382
arturborycki
Enables secure interaction with Teradata databases through SQL queries, schema …
C 61 66 86 66 0 31 82 97
12383
arben-adm
Facilitates integration of Brave Search functionalities with AI assistants thro…
C 61 55 48 41 42 82 93
12384
2022124030jc
Date-MCP Server Claim
A Model Context Protocol service that handles date and time conversions for Chi…
C 61 55 54 55 22 83 85
12385
RespCodeAI
Enables multi-architecture code generation and execution across platforms inclu…
C 61 66 90 70 0 24 81 91
12386
osinmv
MCP server for function signature lookups.
C 61 54 51 31 N/A 33 90 98
12387
henishshah18
A secure server that enables interaction with Discord channels through JWT-auth…
C 61 55 60 43 16 81 99
12388
watamoo
Enables solving crossword puzzles by loading grid and clue files, registering c…
C 61 54 48 41 N/A 42 95 77
12389
kukapay
hf-trending-mcp Claim 1
An MCP server that tracks trending AI models, datasets, and spaces on Hugging F…
C 61 55 51 33 38 82 100
12390
GuiAmbassador
Enables users to fetch random jokes from multiple sources including Chuck Norri…
C 61 55 60 17 49 83 100
12391
Ayoub-etoullali
An MCP server that provides AI applications with a toolset for an Artificial Vi…
C 61 54 27 50 N/A 44 95 96
12392
Luko248
This server integrates with Mozilla Developer Network (MDN) documentation to su…
C 61 66 78 62 0 53 81 93
12393
angrysky56
MCP-Creator-MCP Claim
A meta-MCP server that helps users create new MCP servers through AI guidance, …
C 61 55 72 33 23 81 88
12394
VinayakTiwari1103
MCP-Smallest.ai Claim 1
A Model Context Protocol server implementation that provides a standardized int…
C 61 55 51 68 22 81 76
12395
Jay4242
An MCP server that enables web searches using a SearxNG instance, allowing MCP-…
C 61 55 61 30 39 81 92
12396
slouchd
MCP server for interacting with the CyberChef server API which will allow an MC…
C 61 55 37 53 48 82 88
12397
vishnumallela
Zendesign MCP Server Claim 1
An MCP server that allows Cursor users to fetch real-time information about Zen…
C 61 54 45 31 N/A 42 95 93
12398
itsphily
MCP Generix Claim
Provides semantic search and management of shared documentation using ChromaDB …
C 61 54 54 31 N/A 29 90 99
12399
jacewalker
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 61 55 48 66 24 81 80
12400
scka-de
ecb-mcp Claim
ECB data for AI agents — rates, yields, inflation, money supply, and 100+ datas…
C 61 55 72 0 63 81 96
Showing 12351–12400 of 66495 servers
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