MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28875
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13351
arunlakshmikabilan1982
Shopify MCP Server Claim
Enables management of Shopify orders through the Admin REST API, allowing users…
C 58 66 72 68 0 25 81 94
13352
Stevekaplanai
Intelligently optimizes and enhances user prompts before execution using patter…
C 58 66 78 67 0 26 81 87
13353
sharmaratnesh
A basic MCP server implementation using the FastMCP framework that provides uti…
C 58 54 54 17 N/A 21 95 100
13354
rkram90
My UV MCP Server Claim
A basic demonstration MCP server that provides a simple greeting tool, showcasi…
C 58 54 56 17 N/A 25 95 97
13355
vitalyDV
MySQL MCP Server Claim 1
An MCP server that allows working with MySQL databases by providing tools for e…
C 58 55 47 57 25 80 78
13356
ryaker
appstore-connect-mcp Claim 3
MCP server for Apple Store Connect API integration with OAuth authentication su…
C 58 64 85 66 0 45 50 99
13357
soniankur948
Intelligently analyzes codebases to enhance LLM prompts with relevant context, …
C 58 54 48 33 N/A 21 95 89
13358
shoumikdc
Discover the latest arXiv papers by category and keyword. Control how many resu…
C 58 66 76 57 0 34 82 100
13359
xmannii
An MCP server that provides access to cryptocurrency market data from the Nobit…
C 58 55 49 58 23 81 70
13360
matiasbattocchia
meitre-mcp Claim 2
MCP server for Meitre restaurant reservations.
C 58 66 63 72 0 29 80 100
13361
mix0z
Enables AI agents to perform semantic search over codebases by converting natur…
C 58 55 66 82 21 77 29
13362
2re1million
Enables interaction with Planslurpen, a Norwegian service that uses AI to inter…
C 58 66 72 75 0 19 82 90
13363
HyprerNova
An MCP server that integrates with the Zerodha KiteConnect API to facilitate pr…
C 58 55 29 70 29 71 92
13364
ahrefs
Ahrefs MCP Server Claim 1
A Model Context Protocol server that connects Claude desktop and other compatib…
C 58 64 77 62 0 35 95 72
13365
derikfernandes
Enables access to Brazil's Central Bank (BCB) Open Data API for payment methods…
C 58 66 84 47 0 44 81 90
13366
xiaobenyang-com
whois-mcp Claim
A WHOIS domain name query server based on Model Context Protocol (MCP), support…
C 58 64 72 65 0 45 95 66
13367
hirofumitorato
Discover anime and manga titles through keyword searches to find your next favo…
C 58 66 90 74 0 30 81 60
13368
aizukanne
ihyee-mcp Claim 2
An MCP server that provides AI assistants with web search and intelligence capa…
C 58 55 75 0 45 81 92
13369
cogell
AssemblyAI MCP Server Claim 1
Enables AI assistants to transcribe audio files from URLs or local paths using …
C 58 66 72 75 0 18 80 98
13370
leewnsdud
Garmin Connect MCP Claim 1
A Model Context Protocol server that integrates Garmin Connect data with LLMs t…
C 58 55 39 46 27 82 98
13371
serenichron
Enables interaction with the Procesio automation platform to list, view, and ma…
C 58 66 80 50 0 39 81 100
13372
netologist
Bear Notes MCP Server Claim 1
A Model Context Protocol server that provides Claude with access to search, ret…
C 58 54 47 31 N/A 21 95 92
13373
Sunwood-ai-labs
Iris MCP Server Claim 2
A Model Context Protocol server that automatically generates structured release…
C 58 55 57 100 22 81 14
13374
datastax
astra-db Claim 1
An MCP server for Astra DB workloads
C 58 64 35 65 0 72 94 98
13375
thechandanbhagat
Demo MCP Server Claim
A demonstration server designed to showcase core Model Context Protocol (MCP) p…
C 58 55 60 25 24 83 93
13376
brianstone
Jira MCP Server Claim 1
An MCP server that enables communication with Jira, allowing users to perform o…
C 58 66 63 70 0 44 81 93
13377
microagents
MCP Weather Free Claim 1
An MCP server that provides real-time weather data, hourly forecasts, and daily…
C 58 55 47 30 39 83 92
13378
wonnyboi
A Model Context Protocol server that helps collect and structure project portfo…
C 58 55 59 25 25 80 95
13379
mohsenil85
restic-mcp Claim 1
An MCP server that enables AI assistants to manage restic backups, including li…
C 58 54 45 30 N/A 30 90 94
13380
ashotchumore
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 58 54 48 58 N/A 31 92 56
13381
zk-armor
Jina AI MCP Server Claim
Provides access to Jina AI's Search Foundation APIs for embeddings, web search,…
C 58 66 66 68 0 41 81 92
13382
kytona
Provides access to Sentiment402 market sentiment data for global markets, crypt…
C 58 66 66 71 0 45 81 89
13383
douglasqsantos
A minimal Model Context Protocol server that facilitates network-based client c…
C 58 55 50 17 48 83 100
13384
shivam3-garg
Paytm MCP Server Claim
A Python-based MCP server for managing Paytm payment links and transactions. It…
C 58 55 60 30 25 77 93
13385
Gorav22
An MCP server that executes Manim Python scripts to generate and return rendere…
C 58 54 49 25 N/A 36 95 83
13386
GobinFan
支持查询主流agent框架技术文档的MCP server(支持stdio和sse两种传输协议), 支持 langchain、llama-index、autog…
C 58 55 78 23 N/A 28 81 74
13387
felores
Airtable MCP Server Claim 2
A Model Context Protocol server that provides tools for programmatically managi…
C 58 66 79 60 0 32 81 94
13388
hypermoose
FeedbinMCP Claim 1
An MCP server that enables users to interact with their Feedbin RSS account dir…
C 58 55 49 37 27 78 100
13389
hongfanmeng
Enables users to manage and interact with a bookstore through natural language,…
C 58 55 42 40 26 81 100
13390
Shameerpc5029
Enables Claude to interact with Google Calendar through natural conversation, a…
C 58 55 54 36 22 81 92
13391
llanterme
Analyzes API codebases from GitHub and Bitbucket repositories to generate Postm…
C 58 66 86 36 0 47 81 100
13392
Nathansnmmer
Enables AI image generation through LiblibAI API with natural language prompts.…
C 58 55 50 46 16 81 90
13393
kasathur
energyatit Claim
Connect AI agents to energy infrastructure. Dispatch, attest carbon, read meter…
C 58 66 66 70 0 55 70 93
13394
ZatesloFL
Provides comprehensive natural language control over Google Workspace services …
C 58 66 82 43 0 49 81 92
13395
ericlistin
Provides audio feedback by playing sound effects when Cursor AI completes code …
C 58 54 54 25 N/A 22 95 88
13396
abckiran
MCP Server Deepdive Claim 1
A Model Context Protocol server implementation that provides mathematical opera…
C 58 55 39 82 N/A 22 95 40
13397
LaraArias
MCP-Saptiva Claim 1
An MCP server for interacting with Saptiva AI's suite of models, offering capab…
C 58 66 69 70 0 30 81 93
13398
soundrolling
Enables management of companies, contacts, and related CRM data through the Med…
C 58 66 72 73 0 23 81 90
13399
avivshafir
ZeroBounce MCP Server Claim 1
A Model Context Protocol server that allows interaction with the ZeroBounce ema…
C 58 55 53 31 23 81 99
13400
SMYB5431
Enables interaction with Bilibili (哔哩哔哩) through its API, supporting video sear…
C 58 55 62 32 21 82 86
Showing 13351–13400 of 33790 servers
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