MCP Server Quality Scores

Independent quality analysis of 57580 public MCP servers

57580
Discovered
29844
Scored
2112
Verified
16953
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9801
Three-Little-Birds
XFOIL MCP Server Claim
Enables aerodynamic analysis through XFOIL polar computations. Provides typed m…
C 66 55 48 70 N/A 49 95 67
9802
firozanam
Provides intelligent error detection and debugging capabilities across multiple…
C 66 54 72 28 N/A 51 90 91
9803
linxule
mineru-mcp Claim
MCP server for MinerU document parsing API. Parse PDFs, images, DOCX, and PPTX …
C 66 55 54 72 36 76 90
9804
sakshi1x
Enables generation and visualization of bar and pie charts from structured data…
C 66 55 72 52 16 81 96
9805
mandoline-ai
Enables AI assistants to reflect on, critique, and continuously improve their p…
C 66 66 96 68 0 58 81 95
9806
bobby169
A Model Context Protocol server that provides current weather forecasts for spe…
C 66 54 45 60 N/A 28 94 100
9807
DXHeroes
mcp-devtools Claim 1
MCP DevTools: A suite of Model Context Protocol servers enabling AI assistants …
C 66 64 84 71 0 65 90 89
9808
jaokuohsuan
Draw Things MCP Claim 1
An integration that allows Cursor AI to generate images through the Draw Things…
C 66 54 60 55 N/A 35 88 88
9809
AgentsWorkingTogether
mcp-sleep Claim
Tool that allows you to wait a certain time to continue the execution of an age…
C 66 55 90 22 41 81 90
9810
wangshunnn
bilibili MCP Server Claim 1
A Model Context Protocol server that allows AI assistants to retrieve user info…
C 66 55 53 100 48 81 40
9811 C 66 54 54 60 N/A 13 95 98
9812
fancyboi999
A server that allows interfacing with the Chinese social media platform Xiaohon…
C 66 54 62 43 N/A 38 95 88
9813
chadismoving
Enables deployment of MCP servers to Cloudflare Workers without authentication …
C 66 55 72 60 23 81 84
9814
yy1588133
Code Merge MCP Claim 1
A Model Context Protocol server that helps large language models process code r…
C 66 55 57 100 43 81 37
9815
psreekrishnan
Enables natural language interaction with PostgreSQL databases through Amazon Q…
C 66 55 78 36 40 76 93
9816
samihalawa
EnvMem Claim
Personal environment variable memory with semantic search and project managemen…
C 66 55 94 0 N/A 62 80 96
9817
lordbasilaiassistant-sudo
base-flash-arb-mcp Claim 2
MCP server for AI agents to detect flash loan arbitrage opportunities across DE…
C 66 55 51 100 N/A 34 95 37
9818
wer8956741
lint-mcp Claim
Enables intelligent Go code quality checking with smart change detection throug…
C 66 54 78 28 N/A 45 95 80
9819
13rac1
A Model Context Protocol server that enables AI assistants to access and contro…
C 66 54 57 55 N/A 22 94 93
9820
randyandrade
AGI MCP Server Claim 1
Enables persistent memory for AI systems by providing tools for episodic, seman…
C 66 55 78 82 33 78 41
9821
Ranjith63812
Example MCP Server Claim
A Node.js and TypeScript implementation that provides system information and he…
C 66 54 78 33 N/A 24 90 96
9822
d4vydm
sliverc2-mcp Claim
sliverc2-mcp
C 66 54 64 33 N/A 37 95 100
9823
sksudeepvarma
ClickUp MCP Server Claim
Provides integration with ClickUp's API, allowing you to retrieve task informat…
C 66 55 70 50 23 81 98
9824
arnaldo-delisio
Engagio MCP Claim
Enables Twitter engagement intelligence by monitoring accounts and topics to id…
C 66 55 72 38 37 78 99
9825
PetrefiedThunder
mcp-census Claim 1
Provides access to the US Census Bureau API, allowing AI agents to retrieve dem…
C 66 55 54 63 32 82 93
9826
mohelhamdani
Provides access to real-time currency exchange rates, live stock market data vi…
C 66 55 54 62 30 80 98
9827
emilioejus
Windows-MCP Claim 1
An MCP server designed for managing files and folders specifically on the Windo…
C 66 54 49 56 N/A 53 90 83
9828
scriptstar
Provides personalized Data Engineering learning updates by fetching recent news…
C 66 55 70 100 21 81 38
9829
ravikant1918
sharepoint-mcp Claim 2
A production-grade Model Context Protocol (MCP) server for Microsoft SharePoint…
C 66 54 55 43 56 81 100
9830
alanedavis
A Model Context Protocol server for Marketing Connect AI integrations that prov…
C 66 55 63 58 24 81 94
9831
theposch
A Model Context Protocol server that enables AI assistants like Claude to inter…
C 66 55 69 37 41 80 100
9832
Adyen
adyen-mcp Claim
Typescript library for integrating Adyen APIs via an MCP server
C 66 66 90 70 0 66 82 93
9833
inventer-dev
Internet speed testing with network performance metrics including download/uplo…
C 66 55 66 33 68 82 88
9834
OriShmila
Enables checking domain availability and pricing using the GoDaddy OTE API, sup…
C 66 54 72 46 N/A 21 95 85
9835
JoeDupuis
Enables fetching YouTube video transcripts with Google OAuth 2.0 authentication…
C 66 55 60 68 24 81 90
9836
hamen
Android MCP Claim
Enables interaction with Android devices and emulators through ADB, allowing co…
C 66 55 66 82 N/A 29 95 42
9837
Alec2435
Provides an interactive Python REPL environment that maintains persistent sessi…
C 66 54 86 22 N/A 23 95 93
9838
mateusdata
A TypeScript-based MCP server that enables users to interact with Prometheus me…
C 66 55 66 60 28 80 90
9839
dealfluence
adeu Claim
Automated DOCX Redlining Engine
C 66 54 60 23 N/A 70 95 90
9840
bholemaharaj
Provides weather forecast and alert data for US locations through the National …
C 66 55 54 58 28 83 100
9841
pradeep-moolemane
AEM MCP Server Claim 1
A Model Context Protocol server that provides tools to interact with Adobe Expe…
C 66 55 63 57 23 81 100
9842
teddylee777
An open-source MCP server that provides applications like Cursor, Windsurf, and…
C 66 54 68 31 N/A 46 95 91
9843
hithereiamaliff
Provides access to GrabMaps services (Places, Maps, Routes) through AWS Locatio…
C 66 66 100 67 0 55 81 90
9844
HeshamFS
Provides AI assistants with access to materials science databases, enabling sea…
C 66 55 60 41 47 82 100
9845
GALIAIS
SiYuan MCP Server Claim 1
An MCP server for SiYuan Note that enables comprehensive management of notebook…
C 66 55 63 65 N/A 68 95 39
9846
yw449
Enables interaction with Cloudera Machine Learning to manage projects, files, a…
C 66 55 84 40 18 80 95
9847
Khushi-c-sharma
Enables AI assistants to manage personal expenses through natural conversation,…
C 66 54 76 30 N/A 24 95 96
9848
hedera-dev
A server that interfaces with the Hedera Testnet Mirror Node API, converting it…
C 66 55 72 56 19 80 89
9849
vitaliiivanovspryker
An MCP server that enables natural language search capabilities for Spryker pac…
C 66 55 55 100 43 83 39
9850
openSVM
An MCP server implementation that enables access to DexScreener API data, provi…
C 66 55 69 83 42 81 42
Showing 9801–9850 of 57580 servers
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