MCP Server Quality Scores

Independent quality analysis of 33692 public MCP servers

33692
Discovered
28855
Scored
2087
Verified
16951
Complete

Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11901
HeurisTech
Gmail MCP Server Claim
Enables sending emails through Gmail using Google's Gmail API. Requires OAuth a…
C 62 55 74 37 21 80 90
11902
cdnguy425
A template for deploying a remote Model Context Protocol server on Cloudflare W…
C 62 55 48 67 27 81 81
11903
montevive
Penpot MCP Server Claim
Bridges AI language models with Penpot design platform, enabling AI assistants …
C 62 55 48 41 48 81 97
11904
christianwengert
Enables AI agents to discover, execute, and validate CyberChef operations for d…
C 62 55 60 56 25 80 83
11905
chadkunsman
Zoom MCP Server Claim
Enables intelligent monitoring and management of Zoom rooms across multiple sit…
C 62 55 54 48 26 81 98
11906
SarthakS97
Enables Claude Desktop to interact with Google Sheets through the Sheeter API, …
C 62 66 90 71 0 23 81 98
11907
evilpixi
An MCP server with comprehensive CI/CD workflows including unit tests, integrat…
C 62 55 69 26 29 81 99
11908
odagora
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 62 55 48 70 24 81 82
11909
wuunicorn
A Model Context Protocol server that provides accurate Chinese Ziwei Doushu ast…
C 62 55 57 33 45 82 95
11910
xixuer
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 62 55 48 68 21 81 83
11911
kukapay
dex-pools-mcp Claim 1
An MCP server that provides AI agents with real-time access to DEX liquidity po…
C 62 55 49 37 43 82 100
11912
Cam10001110101
Remote MCP Server Claim
A Cloudflare Workers-based implementation of the Model Context Protocol server …
C 62 55 54 57 30 80 82
11913
ODAncona
code2prompt-mcp Claim 1
An MCP server that analyzes codebases and generates contextual prompts, making …
C 62 54 39 45 N/A 44 95 91
11914
xinkuang
Access real-time and historical market data for China A-shares and Hong Kong st…
C 62 66 70 60 0 75 81 93
11915
ErikNguyen20
ScholarScope MCP Claim
Enables academic research through the OpenAlex API, allowing users to search fo…
C 62 55 54 38 43 81 95
11916
haneefdm
A sample MCP server implementation in TypeScript that demonstrates tool creatio…
C 62 54 54 55 N/A 25 95 74
11917
BQ31X
Enables web search capabilities through the Tavily API, allowing users to searc…
C 62 55 60 42 24 81 96
11918
HyperClockUp
An MCP server providing robust browser automation tools for AI assistants, incl…
C 62 54 27 53 N/A 51 90 94
11919
psikosen
Enables AI systems to reason through emergent thinking by breaking queries into…
C 62 54 72 20 N/A 25 95 90
11920
PJ-TST-238819
Provides real-time cryptocurrency price data from OKX exchange through a Model …
C 62 55 56 58 10 81 95
11921
ssimonitch
A Model Context Protocol server that allows LLMs to interact with Game Boy game…
C 62 54 45 33 N/A 44 90 100
11922
claudiobastos
A template for deploying a Model Context Protocol server on Cloudflare Workers …
C 62 55 48 66 21 81 85
11923
sweetwisdom
Enables users to manage projects and retrieve random wallpapers through a TypeS…
C 62 55 54 82 N/A 25 95 41
11924
SaintDoresh
An MCP tool that provides cryptocurrency market data using the CoinGecko API.
C 62 55 60 31 36 84 99
11925
w4yn3sh33n
Provides multilingual greetings in English, Korean, and Japanese, and generates…
C 62 55 66 70 26 81 52
11926
stefanoamorelli
AI agent toolkit for accessing and analyzing SEC EDGAR filing data. Build intel…
C 62 54 64 25 N/A 62 90 71
11927
r0x0d
linux-mcp-server Claim 2
MCP server for read-only Linux system administration, diagnostics, and troubles…
C 62 64 65 66 0 74 81 95
11928
shubhechhadey
Provides real-time weather alerts for US states using the National Weather Serv…
C 62 55 60 40 21 83 100
11929
ifoundry
Provides AI assistants with structured access to an organization's engineering …
C 62 54 88 0 N/A 29 90 96
11930
nicavcrm
A Model Context Protocol server that provides structured workflow tools for man…
C 62 55 63 82 N/A 28 90 34
11931
kukapay
eips-mcp Claim 1
An MCP server for providing semantically related Ethereum Improvement Proposals…
C 62 54 51 30 N/A 40 92 100
11932
glassBead-tc
Provides current weather data and city comparisons for any location with suppor…
C 62 55 66 35 22 82 100
11933
BACH-AI-Tools
Provides a comprehensive suite of utility tools for string manipulation, mathem…
C 62 55 50 55 45 80 77
11934
AlexanderCohen
A simple way to deploy an authentication-free Model Context Protocol server on …
C 62 55 48 70 21 81 82
11935
alex-rimerman
Enables users to query MLB Statcast, FanGraphs, and Baseball Reference data usi…
C 62 55 72 31 28 82 91
11936
rsimd
DuckDuckGo MCP Server Claim 2
A Model Context Protocol server that enables AI applications like Claude Deskto…
C 62 55 69 62 23 82 63
11937
vinayak-mehta
Gmail MCP Claim 2
A server that allows Claude to search and retrieve emails from your Gmail accou…
C 62 55 60 41 37 80 88
11938
wowyuarm
An MCP server that provides multiple file conversion tools for AI agents, suppo…
C 62 55 59 33 49 76 96
11939
ChenReuven
A foundation for creating custom Model Context Protocol servers that can integr…
C 62 55 70 82 N/A 25 94 22
11940
kimjune01
A MIDI composition system that enables AI assistants to create music through Fl…
C 62 54 60 31 N/A 19 95 98
11941
Sharan0402
Parses PDF receipts to extract grocery and shopping expenses, automatically cat…
C 62 54 54 38 N/A 24 95 93
11942
thiagovictorino
Enables multiple Claude Code instances to collaborate in real-time through chan…
C 62 55 48 51 39 81 91
11943
roruizf
Enables AI assistants to interact with OpenStudio building energy models throug…
C 62 55 60 33 40 81 95
11944
shooooori0128
A serverless MCP implementation on Cloudflare Workers that allows connecting AI…
C 62 55 48 68 21 81 84
11945
FuzzyCZX
A Model Context Protocol server implementation that enables real-time data comm…
C 62 54 45 62 N/A 19 95 84
11946
manpreet2000
A Model Context Protocol server that enables LLMs to interact with databases (c…
C 62 55 61 60 41 71 73
11947
EtanHey
cmuxlayer Claim
Terminal multiplexer MCP server for orchestrating parallel AI agents. Manages w…
C 62 54 76 0 N/A 57 87 95
11948
nilay320
Enables web search capabilities through the Tavily API. Allows users to search …
C 62 55 54 53 23 81 93
11949
sichang824
Figma MCP Server Claim
A server implementation that enables interaction with Figma API through Model C…
C 62 55 90 28 27 81 74
11950
namedotcom
Enables AI assistants to perform comprehensive domain management tasks through …
C 62 66 78 68 0 65 81 85
Showing 11901–11950 of 33692 servers
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