MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10551
gotalab
A server that enables executing and validating SQL queries against Google BigQu…
C 65 55 60 100 20 81 47
10552
LordMendes
lgpd-mcp Claim 2
MCP Server para conformidade LGPD. Ferramentas de bases legais, consentimento, …
C 65 55 60 82 N/A 39 95 37
10553
pedrohzwang
An MCP server that enables integration with Google Drive through a service acco…
C 65 55 57 62 27 80 95
10554
matchs
Enables AI assistants to interact with Terraform Cloud workspaces and runs, inc…
C 65 55 66 100 24 81 38
10555
shazaaly
A basic MCP server template built with FastMCP that provides simple tools for g…
C 65 55 68 82 N/A 23 95 42
10556
terasum
A Model Context Protocol server that provides color conversion between multiple…
C 65 54 57 60 N/A 16 94 90
10557
Simon006
Enables AI models to interact with Confluence knowledge bases by searching, rea…
C 65 55 72 41 25 81 99
10558
mhoshdev
Prompt Store MCP Claim
A local-only MCP server that uses SQLite to store, search, and manage a persona…
C 65 55 60 82 N/A 48 95 29
10559
qiao-925
Enables AI agents to recognize and extract text from images using PaddleOCR, su…
C 65 55 72 70 N/A 32 95 44
10560
w2xi
ECharts MCP Server Claim 1
A Model Context Protocol server that generates beautiful chart images from ECha…
C 65 54 51 56 N/A 28 95 90
10561
Wunrry
Enables secure interaction with multiple SQL database engines (MySQL, PostgreSQ…
C 65 55 60 41 42 81 99
10562
mayronjr
Enables task management and Kanban board tracking using Google Sheets as a data…
C 65 55 54 62 29 82 91
10563
aaronmeis
Dice MCP Server Claim
Provides dice rolling and coin flipping functionality for AI assistants via the…
C 65 54 60 51 N/A 22 94 92
10564
317431629
3dsmax-mcp Claim 1
Enables AI assistants to directly control Autodesk 3ds Max through natural lang…
C 65 54 72 53 N/A 45 87 62
10565
chirag127
Provides systematic thinking tools including mental models, design patterns, de…
C 65 55 78 82 31 81 34
10566
RahulRana0707
MCP Server Claim
A TypeScript implementation of Model Context Protocol that provides integration…
C 65 54 62 58 N/A 24 95 78
10567
rang501
speclib-mcp Claim 1
An MCP server that enables AI agents to search, discover, and retrieve technica…
C 65 55 45 71 35 80 94
10568
shengshu-ai
Vidu MCP Claim
Provides access to Vidu's video generation models for creating high-quality vid…
C 65 55 72 43 45 80 81
10569
atikant-sql
Enables Claude to access and analyze your Strava activities through OAuth authe…
C 65 54 66 38 N/A 25 95 94
10570
alexandru2882
Enables fetching visible text content and extracting all links from web pages t…
C 65 55 66 82 N/A 18 95 45
10571
ankitpal181
toon-parse-mcp Claim
MCP server that reduces LLM context by removing code comments and converting da…
C 65 54 60 27 N/A 50 95 96
10572
TermiX-official
Binance MCP Server Claim
A backend service that enables interaction with the Binance exchange API, allow…
C 65 55 54 71 27 81 85
10573
sam-david
postgres-safe-mcp Claim
A PostgreSQL MCP server that automatically detects and obfuscates personally id…
C 65 55 82 30 30 81 92
10574
Ijongwon
MCP Practice Claim
A Model Context Protocol (MCP) server that demonstrates how to build and implem…
C 65 55 54 100 N/A 23 95 37
10575
fablefang
Enables AI assistants to automatically log and manage conversation history with…
C 65 55 80 83 22 81 39
10576
Supermaxman
OpenAI MCP Server Claim
Provides tools to manage OpenAI API keys and spending through the OpenAI API. R…
C 65 55 54 100 43 81 38
10577
tigrisdata
Tigris MCP Server Claim
Tigris MCP Server
C 65 66 88 52 0 71 86 100
10578
bscott
A Message Control Protocol server that enables Claude Desktop to interact with …
C 65 55 68 82 N/A 42 95 27
10579
z4656207
Enables interaction with Mowen Notes to create, edit, and manage rich text cont…
C 65 55 66 46 64 81 70
10580
mikeysrecipes
An MCP server that enables highly personalized music recommendations from TIDAL…
C 65 55 57 46 43 81 98
10581
rncz
Let the LLM's do the heavy work while creating and managing your Nextcloud Note…
C 65 54 60 35 N/A 43 87 100
10582
hemangbhavasar
Enables LLMs to interact with Oracle Databases by providing specific table and …
C 65 55 84 28 41 71 98
10583
dkb12138ggg
A powerful AI service platform that provides complete MCP tool calling capabili…
C 65 55 74 33 41 81 93
10584
Xsaven
Vector Memory MCP Claim 1
A secure vector-based memory server that provides persistent semantic memory fo…
C 65 54 60 36 N/A 48 90 90
10585
hwillGIT
OneNote MCP Server Claim 1
An MCP server that enables AI assistants to programmatically browse and interac…
C 65 55 75 38 21 81 100
10586
panz2018
FastAPI MCP SSE Claim 1
A Server-Sent Events implementation using FastAPI framework that integrates Mod…
C 65 55 76 26 45 81 94
10587
Tech-curator
Korean Patent MCP Claim
Enables searching and analyzing Korean patents through the KIPRIS API using nat…
C 65 55 66 46 50 81 82
10588
accelizero
Provides real-time cryptocurrency market data and technical indicators (EMA, MA…
C 65 55 72 58 19 81 81
10589
keyurgolani
MCP Color Server Claim 1
Enables comprehensive color manipulation, conversion between 22+ formats (HEX, …
C 65 55 84 57 52 81 41
10590
fegizii
Enables access to the Semantic Scholar Academic Graph API for searching and ret…
C 65 55 62 43 44 82 93
10591
tadas-github
a2asearch-mcp Claim 1
MCP server to search 4,800+ MCP servers, AI agents, CLI tools and agent skills.…
C 65 55 94 0 49 81 99
10592
onepunchtechnology
@tinify-ai/mcp-server Claim 1
MCP server for tinify.ai image optimization. AI-powered upscaling, resizing/cro…
C 65 64 69 71 0 65 95 98
10593
accelizero
Provides stock market data and computes technical indicators like EMA, MACD, an…
C 65 55 72 61 19 82 79
10594
moma1992
Enables access to Yaizu City's open data and smart city APIs through Claude Des…
C 65 55 84 43 26 80 80
10595
hydavinci
Formula 1 Schedule Claim
Provide up-to-date and historical Formula 1 race schedules for any specified ye…
C 65 54 60 32 N/A 44 92 100
10596
aktsmm
Saiten MCP Server Claim
Automates the evaluation of GitHub hackathon submissions by providing tools to …
C 65 54 52 56 N/A 35 89 91
10597
aidityasadhakim
A serverless Model Context Protocol (MCP) implementation for Cloudflare Workers…
C 65 54 48 68 N/A 21 95 84
10598
bradthebeeble
CodeRabbit MCP Server Claim 1
Enables LLMs to retrieve, analyze, and programmatically implement CodeRabbit AI…
C 65 66 90 73 0 46 80 99
10599
nxGnosis
Provides tools to fetch up-to-date visa and immigration information for various…
C 65 55 60 100 28 81 39
10600
flowzap-xyz
flowzap-mcp Claim 1
Create workflow, sequence, and architecture diagrams using FlowZap Code DSL. 7 …
C 65 66 94 67 0 50 82 92
Showing 10551–10600 of 66495 servers
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