MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8051
vinothvino42
Enables AI assistants to search and retrieve real-time job listings from the Te…
C 69 54 70 55 N/A 19 95 93
8052
brandao-20
Provides access to Portuguese meteorological data from IPMA (Instituto Portuguê…
C 69 55 72 100 24 81 48
8053
aranjan
kite-mcp Claim 1
Trade Indian stocks on Zerodha Kite via natural conversation. 14 tools for hold…
C 69 55 90 10 N/A 71 81 99
8054
ggiraudon
Enables interaction with MantisBT bug tracking systems through the REST API. Su…
C 69 55 74 60 18 81 99
8055
fliptheweb
fatsecret-mcp Claim 4
MCP server for FatSecret API - food search, nutrition, diary, recipes, weight t…
C 69 55 63 82 N/A 76 74 51
8056
WhissleAI
Whissle MCP Server Claim
A Python-based server that provides access to Whissle API endpoints for speech-…
C 69 55 60 82 18 80 93
8057
Kishore-MK
Enables fetching data from web URLs with automatic X402 payment handling using …
C 69 55 72 61 26 81 98
8058
harshfolio
Enables LLMs to interact with Google Analytics 4 data through the Google Analyt…
C 69 54 88 43 N/A 19 92 89
8059
fangmd
Time MCP Claim
Provides time-related tools for LLM applications, enabling retrieval of current…
C 69 55 72 58 24 81 100
8060
yone-k
Enables users to manage their Zaim household account data through OAuth 1.0a au…
C 69 55 86 100 39 81 17
8061
narumiruna
gitingest-mcp Claim 1
A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to c…
C 69 54 45 65 N/A 59 90 90
8062
Disane87
Control and monitor Weishaupt heating systems via the WEM Portal
C 69 55 100 0 N/A 79 71 100
8063
boorich
An intelligent middleware that determines when human intervention is necessary …
C 69 55 82 83 N/A 21 92 45
8064
shrey4500
freshrelease Claim
C 69 54 62 61 N/A 16 95 99
8065
m0nochr0me
Arca MCP Claim 1
An MCP server providing semantic memory storage and retrieval using vector embe…
C 69 55 57 68 48 78 94
8066
shtansky-bikeleasing
Weather MCP Server Claim
Enables users to fetch current weather conditions for any city worldwide and di…
C 69 55 78 62 28 69 100
8067
Seann0824
Movies Search Tool Claim 1
An MCP server that enables users to search for movie and TV show resources acro…
C 69 55 65 61 44 81 90
8068
jenius-group
A server that enables control of smart home devices through the Jenius AI agent…
C 69 55 62 70 39 81 88
8069
dpconde
Provides Android development assistance following NowInAndroid best practices, …
C 69 55 72 50 39 82 99
8070
almide
Almide MCP Server Claim
Enables AI agents to compile, execute, and check Almide code for syntax or comp…
C 69 54 62 61 N/A 35 87 93
8071
devirokkam
Task MCP Server Claim 1
A simple task management server that allows users to add, list, complete, and d…
C 69 54 78 40 N/A 21 94 100
8072
whaleen
cntx-ui Claim
Provides AI tools with direct access to project file bundles and structure thro…
C 69 54 94 27 N/A 39 84 91
8073
pashaydev
Allows AI assistants to seamlessly interact with Terminal.shop to browse produc…
C 69 55 60 68 41 81 90
8074
shadowcz007
mcp_server_exe Claim
小智 & Cursor 的 MCP 启动器 - MCP For Cursor&xiaozhi。打包成可执行文件。Turn MCP server into an…
C 69 55 96 28 N/A 74 81 62
8075
currentspace
A secure MCP server that enables querying PostgreSQL databases through an SSH t…
C 69 55 78 58 22 81 94
8076
in2out
Mattermost S MCP Claim
Enables sending messages to Mattermost channels through webhooks via MCP protoc…
C 69 55 80 100 N/A 30 95 19
8077
p-united
Simple MCP Server Claim
A TypeScript-based MCP server that enables Claude Desktop to perform file opera…
C 69 55 72 100 N/A 40 95 19
8078
pnilan
midi-mcp Claim 1
An MCP server that enables AI models to control electronic music instruments by…
C 69 55 39 82 N/A 30 92 98
8079
davise070893
A Python-based MCP server that extracts football match data from multiple globa…
C 69 55 80 56 22 82 94
8080
Docswrite
Generated content to Google Docs to WordPress while preserving formatting and s…
C 69 55 68 66 26 80 95
8081
ai-protocols
Enables interaction with Real Canadian Superstore to extract order history, bro…
C 69 55 78 100 26 81 40
8082
daikw
Notes MCP Server Claim 1
A simple note storage system that lets users create and summarize notes with va…
C 69 54 78 52 N/A 17 90 97
8083
robotmem
robotmem Claim
Robot Memory - Persistent memory system for AI robots. MCP Server + hybrid sear…
C 69 54 76 37 N/A 62 95 73
8084
jmandel
A Model Context Protocol server that connects AI tools to Electronic Health Rec…
C 69 55 67 66 52 78 80
8085
relayprotocol
Relay MCP Server Claim
A Model Context Protocol (MCP) server for Relay Protocol — cross-chain bridge a…
C 69 55 66 63 36 80 92
8086
JeremyNixon
MCP Fetch Claim 2
Model Context Protocol server that enables Claude Desktop (or any MCP client) t…
C 69 55 66 82 N/A 42 87 60
8087
varaprasadreddy9676
huly-mcp Claim 1
MCP server for Huly — manage projects, issues, documents and more via natural l…
C 69 54 61 60 N/A 37 82 100
8088
xrusjohn
MCP RSS Server Claim 1
A Model Context Protocol server that allows interaction with RSS feeds, enablin…
C 69 55 69 58 48 82 86
8089
docherty
A server implementation of the Model Context Protocol (MCP) for managing develo…
C 69 54 78 33 N/A 38 92 99
8090
mbloomhammerspace
Enables natural language management of Hammerspace storage clusters with automa…
C 69 54 84 38 N/A 42 75 99
8091
jackalterman
Provides Windows system diagnostic capabilities to AI agents, allowing them to …
C 69 55 84 75 N/A 24 95 50
8092
twinzies
gmail-mcp Claim
C 69 54 62 68 N/A 20 95 89
8093
up2itnow0822
W3C WebMCP toolkit for Chrome 146. Expose any website as a structured MCP serve…
C 69 54 90 60 N/A 39 95 46
8094
robobobby
Provides access to Norway's official business registry for searching companies,…
C 69 55 66 60 35 83 94
8095
jsukup
Medium MCP Server Claim 1
A protocol server that enables programmatic interaction with Medium's content e…
C 69 55 68 68 25 82 94
8096
Jakedismo
Aggregates multiple MCP servers behind a single, secure endpoint with unified t…
C 69 55 90 27 44 81 100
8097
xing5
mcp-google-sheets Claim 1
A Model Context Protocol server for interacting with Google Sheets. This server…
C 69 55 57 41 80 80 96
8098
ananddtyagi
A MCP server for taking screenshots of webpages to use as feedback during UI de…
C 69 54 51 71 N/A 45 87 91
8099
Have-myn
SSH MCP Server Claim
Provides tools to manage SSH targets and generate one-time WebShell terminal se…
C 69 55 72 66 50 77 75
8100
jacebenson
A Model Context Protocol server that integrates with ServiceNow instances, allo…
C 69 54 51 57 N/A 40 95 100
Showing 8051–8100 of 67197 servers
« Prev 1 160 161 162 163 164 1344 Next »