MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7301
RWAValueRouter
A Model Context Protocol server that enables AI agents to bridge USDC across mu…
B 70 54 63 62 N/A 24 95 98
7302
AndrewCTF
An MCP server that enables searching YouTube and retrieving high-accuracy video…
B 70 44 41 N/A N/A 48 95 97
7303
PlayAINetwork
HyperEVM MCP Claim
Enables AI agents to interact with HyperLend protocol and Kittenswap DEX on Hyp…
B 70 55 72 57 47 77 93
7304
DibyaRanjan1
A remote Model Context Protocol server that extracts YouTube video transcripts …
B 70 55 62 66 48 80 90
7305
noeltg77
An MCP server that enables image generation using Replicate's Flux 1.1 Pro mode…
B 70 55 69 71 24 81 94
7306
ibm-ecm
Enables AI agents to interact with IBM FileNet Content Manager for document and…
B 70 55 78 36 73 81 86
7307
han-517
Scholar MCP Claim
Enables searching and retrieving academic papers from arXiv and DBLP databases …
B 70 55 84 100 26 81 36
7308
mytechnotalent
An AI-driven MCP server that autonomously interfaces with Malware Bazaar, deliv…
B 70 54 64 42 55 95 94
7309
DrDroidLab
Grafana MCP Server Claim
A server that enables AI assistants to access and query Grafana dashboards, met…
B 70 55 80 43 43 81 97
7310
silviosotelo
Enables integration with Oracle Database and Oracle APEX 20.2, allowing LLMs to…
B 70 54 54 72 36 90 92
7311
LGDiMaggio
MCP server for Motor Current Signature Analysis — fault detection in electric m…
B 70 54 75 25 N/A 71 95 90
7312
630156145
A JavaScript ES Modules server that provides weather information including aler…
B 70 55 68 72 43 80 80
7313
dkpoulsen
Enables interaction with the Flutter SDK by providing tools to analyze and appl…
B 70 55 78 100 N/A 18 95 36
7314
vilasone455
SSH MCP Server Claim
A local Model Context Protocol server that allows LLMs to securely execute shel…
B 70 55 78 58 20 81 100
7315
abhishekms1047
Generates MCP servers from Postman API requests, automatically creating JavaScr…
B 70 55 78 66 21 81 91
7316
jimbul
MCP server that provides Claude AI assistants with the ability to search the we…
B 70 55 54 65 56 80 95
7317
falahgs
Generates children's storybook illustrations in multiple art styles (3D cartoon…
B 70 55 72 71 20 81 96
7318
JanProvaznik
Enables searching for train connections, stations, and ticket pricing on the Cz…
B 70 55 74 100 31 83 44
7319
chromewillow
Grey Hack MCP Server Claim 1
A Model Context Protocol server that enhances Grey Hack game development by pro…
B 70 55 79 67 18 80 91
7320
tatocode
MCP-Demo Claim
A minimal demonstration of an MCP service and client that integrates with the q…
B 70 55 72 55 39 81 99
7321
Toowiredd
A Model Context Protocol server that enables Docker container management throug…
B 70 55 79 65 24 71 100
7322
atriumn
tokencost-dev Claim
LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM
B 70 55 90 0 N/A 89 81 99
7323
hanweiit007
HotNews MCP Server Claim 1
Provides real-time hot trending topics and heat indices from nine major Chinese…
B 70 55 78 87 41 82 51
7324
i-am-bee
acp-mcp Claim 1
An MCP server acting as an adapter into the [ACP](https://agentcommunicationpro…
B 70 54 45 70 N/A 70 92 81
7325
zorrobyte
macnotes-mcp Claim
A production-ready MCP server for macOS that provides async, cache-backed acces…
B 70 54 76 28 N/A 64 88 99
7326
scnsh
A Python-based MCP server that enables users to interact with the esa.io API fo…
B 70 55 62 61 46 81 100
7327
manolaz
A Model Context Protocol server that enables AI models to interact with the Sol…
B 70 55 59 71 43 81 90
7328
ryddle
Dynamically converts any API with an OpenAPI v3 specification into MCP tools fo…
B 70 55 96 63 24 80 70
7329
amornpan
Model Context Protocol server that provides seamless access to Google Calendar …
B 70 55 78 72 15 81 90
7330
kirbah
kirbah-mcp-youtube Claim
Provide token-optimized, structured YouTube data to enhance your LLM applicatio…
B 70 66 96 75 0 88 67 99
7331
rosh-studio
Rosh MCP Server Claim 1
Enables AI to create and publish interactive web apps, games, and 3D scenes usi…
B 70 55 76 41 47 82 100
7332
deepsuthar496
Figma MCP Server Claim 1
A Model Context Protocol server that integrates with Figma's API, allowing inte…
B 70 55 75 65 21 81 96
7333
michaelpine25
Google Drive MCP Claim
Connects Claude Desktop to Google Drive, allowing Claude to access and interact…
B 70 54 66 56 N/A 23 95 100
7334
joehaddad2000
Adds persistent task management to AI coding assistants in IDEs, allowing them …
B 70 54 76 37 N/A 47 94 92
7335
nanameru
The URL-Context-MCP MCP Server provides a tool to analyze and summarize the con…
B 70 55 78 82 24 81 67
7336
bobbyhiddn
Sympathy-MCP Claim 2
An MCP server for managing Incus virtual machines through structured tools for …
B 70 55 51 82 N/A 27 92 91
7337
santoshray02
csv-editor Claim
Stateful CSV editing MCP server for AI assistants — sessions, undo/redo, auto-s…
B 70 55 60 82 N/A 73 81 56
7338
FaithCoderLab
NicePay MCP Server Claim
Enables developers to search and access NicePay payment API documentation, incl…
B 70 55 72 100 N/A 44 95 26
7339
wopal-cn
A Model Context Protocol server that provides real-time hot trending topics fro…
B 70 55 75 87 43 82 51
7340
vbrail
Provides secure access to Figma designs through Cursor IDE using a personal acc…
B 70 55 78 56 30 83 94
7341
ron103
IMDB MCP Server Claim
Provides access to IMDB movie and person data, including searches, cast details…
B 70 55 78 55 24 83 100
7342
TigerTeamCompany
Make MCP Server Claim
Enables AI assistants to trigger and interact with Make automation workflows by…
B 70 55 78 65 54 80 68
7343
CoinStatsHQ
CoinStats MCP Server Claim 2
MCP Server for the CoinStats API. Provides access to cryptocurrency market data…
B 70 55 51 100 49 80 63
7344
Mathankarthik18
Enables AI assistants to securely interact with the Corpus Tracker application …
B 70 55 60 82 30 81 87
7345
lekt9
Enables AI-powered analytics for OpenReplay user sessions through natural langu…
B 70 55 84 65 23 81 81
7346
RMRanjit
Provides persistent memory for Claude by implementing a local knowledge graph t…
B 70 54 78 51 N/A 18 95 95
7347
XXO47OXX
spa-reader-mcp Claim 1
MCP Server that renders JavaScript SPA pages and extracts LLM-ready Markdown co…
B 70 55 51 100 N/A 51 95 47
7348
konigt6905
Brings Google Gemini 2.0 Flash native image generation capabilities into Claude…
B 70 55 78 100 29 81 46
7349
NehaSJ99
Enables users to fetch real-time weather alerts from the National Weather Servi…
B 70 55 86 36 45 81 98
7350
florinel-chis
Enables AI assistants to search and query documentation from multiple sources i…
B 70 54 76 40 N/A 42 95 90
Showing 7301–7350 of 67197 servers
« Prev 1 145 146 147 148 149 1344 Next »