MCP Server Quality Scores

Independent quality analysis of 48148 public MCP servers

48148
Discovered
29622
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9801
dpshade
Provides access to WakaTime coding analytics data through MCP tools. Enables qu…
C 66 55 56 51 45 84 95
9802
jtucker
A Model Context Protocol server that allows Claude to query the Untappd beer da…
C 66 54 71 33 N/A 47 95 83
9803
fasuizu-br
AI-powered speech tools: pronunciation assessment with phoneme-level feedback, …
C 66 55 66 32 60 81 93
9804
ilpr
waitlister Claim 1
MCP server for the Waitlister API — manage waitlist subscribers through AI assi…
C 66 54 45 68 N/A 34 81 100
9805
sontallive
This template provides a streamlined foundation for building Model Context Prot…
C 66 54 72 31 N/A 42 90 92
9806
JeongSuKwak
A starter kit for quickly building Model Context Protocol (MCP) servers using t…
C 66 54 66 72 N/A 32 90 59
9807
ashenoy95
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
C 66 55 66 53 21 81 100
9808
hagsmand
mcp-server-starrocks Claim 1
This MCP server provides connection to Starrocks allows you to explore this que…
C 66 55 84 28 41 81 92
9809
liukexina
lkx-mcp Claim
Provides utility tools including weather alerts, GitHub repository analysis, ph…
C 66 55 60 60 32 80 92
9810
marcosviniweb
Enables dynamic exploration of Angular library components by reading and analyz…
C 66 54 54 55 N/A 27 95 94
9811
strangetoucan
Enables AI assistants to manage Todoist tasks, projects, comments, and labels t…
C 66 55 68 43 37 81 97
9812
jjsantos01
connects Jupyter Notebook to Claude AI, allowing Claude to directly interact wi…
C 66 54 72 26 N/A 48 87 99
9813
delian-research
brain-mcp Claim 1
An MCP server for managing Obsidian-style note vaults, providing tools for full…
C 66 54 53 62 N/A 30 90 90
9814
TeeDDub
MCP server that allows searching and retrieving book information from Aladin's …
C 66 55 60 75 56 80 55
9815
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
9816
Willval117
Odoo MCP Server Claim 1
An implementation that integrates with Odoo ERP systems, enabling AI assistants…
C 66 55 66 72 18 80 81
9817
K1ta141k
MCP Desktop Tools Claim 1
An MCP server that provides Claude with comprehensive desktop automation capabi…
C 66 55 45 100 N/A 27 95 52
9818
kozokaAI
AS400 MCP Server Claim
Enables development support for AS400/IBM i systems by providing read-only acce…
C 66 55 66 41 67 80 78
9819
mlsloynaz
mcp-sqlserver Claim 1
An MCP server for Microsoft SQL Server that enables executing read-only queries…
C 66 55 59 100 30 81 44
9820
zjromani
Enables ChatGPT to access and analyze personal Garmin health data including dai…
C 66 55 78 41 24 81 97
9821
Mars23003
A streamlined MCP server designed for querying on-call runbooks through an opti…
C 66 55 72 53 24 80 93
9822
rgbcap
hwpx-mcp-server Claim 2
An MCP server for reading, editing, and creating Hangul Word Processor (.hwpx) …
C 66 54 51 60 N/A 27 90 95
9823
volticscontent
Enables interaction with multiple Shopify stores simultaneously through the Sto…
C 66 55 60 60 29 82 90
9824
n-ochs
Provides Python and FastAPI coding best practices with searchable guidelines, c…
C 66 55 78 41 24 81 94
9825
apvlv
Allows AI assistants like Claude to directly interact with and control DaVinci …
C 66 54 72 31 N/A 49 77 100
9826
proxy-intell
MCP Server for Facebook ADs Library - Get instant answers from FB's ad library
C 66 55 57 53 N/A 49 82 91
9827
jharkins
A TypeScript server that provides time-related tools through the Model Context …
C 66 55 54 63 41 81 89
9828
ndaniel
Aurora-MCP Claim
Enables querying relationships between plant species, small molecules, and mito…
C 66 55 66 46 45 81 90
9829
isakskogstad
Kolada MCP Server Claim
Provides access to 5,000+ Key Performance Indicators across 264 operating areas…
C 66 66 88 72 0 64 81 94
9830
khushiiagrawal
MCP Research Server Claim 1
A Model Context Protocol server that provides tools for searching arXiv papers …
C 66 55 73 55 24 81 85
9831
pepo1275
MCP4GVA Claim
Enables access to GVA GIS (Generalitat Valenciana) geographic data through ArcG…
C 66 55 78 87 21 81 43
9832
jainsourabh2
Enables trading operations on Zerodha platform through natural language, suppor…
C 66 55 68 40 42 80 99
9833
alexesom
Enables AI agents to search the web, crawl websites, and perform intelligent RA…
C 66 55 88 27 42 81 84
9834
teddylee777
An open-source MCP server that provides applications like Cursor, Windsurf, and…
C 66 54 68 31 N/A 46 95 91
9835
leopeng1995
ArXiv MCP Server Claim
A bridge between AI assistants and ArXiv's research repository that enables sea…
C 66 55 74 50 40 74 87
9836
kukapay
whoami-mcp Claim
A lightweight MCP server that tells you exactly who you are.
C 66 54 60 37 N/A 40 90 100
9837
Baronco
Converts SQL queries between different database dialects using the sqlglot libr…
C 66 55 60 60 25 82 98
9838
launchthatbrand
mcp-graphql Claim 2
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…
C 66 55 53 58 49 81 89
9839
Kryzo
A Model-Client-Protocol server that enables users to search the Gallica digital…
C 66 55 96 33 15 81 92
9840
currents-dev
currents-mcp Claim
C 66 55 72 68 61 82 44
9841
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
9842
kodey-ai
Run SOQL queries against your Salesforce org to retrieve records and insights. …
C 66 66 96 68 0 59 81 90
9843
qubaomingg
一个 Alpha Vantage API 查询 股票信息的 MCP server.
C 66 55 70 61 26 80 83
9844
phsphd
A Model Context Protocol server that provides Claude with access to AI-powered …
C 66 55 65 63 16 81 95
9845
yw449
Enables interaction with Cloudera Machine Learning to manage projects, files, a…
C 66 55 84 40 18 80 95
9846
madebygps
A Python-based Azure CLI assistant that provides natural language processing ca…
C 66 54 72 36 N/A 43 95 81
9847
uarlouski
AI-native Model Context Protocol (MCP) server for TestRail. Lets Claude, Cursor…
C 66 64 78 72 0 78 83 93
9848
ishandotsh
Enables users to get expert help with Isaac Sim scripting, USD (Universal Scene…
C 66 55 64 62 22 81 91
9849
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
9850
isaacwasserman
mcp-vegalite-server Claim 1
Generate visualizations from fetched data using the VegaLite format and rendere…
C 66 54 78 45 N/A 26 77 96
Showing 9801–9850 of 48148 servers
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