MCP Server Quality Scores

Independent quality analysis of 33745 public MCP servers

33745
Discovered
28871
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12751
DecisionsDev
Enables AI assistants to access and execute automated decision services from IB…
C 60 66 96 38 0 80 78 77
12752
courtneyr-dev
Provides AI assistants with comprehensive access to WordPress Meta Trac data, e…
C 60 66 96 51 0 31 81 93
12753
aglitch120
PubMed MCP Server Claim
Enables comprehensive biomedical literature research through PubMed database ac…
C 60 66 86 55 0 39 81 99
12754 C 60 54 48 42 N/A 42 95 70
12755
jbdamask
A Model Context Protocol server that enables AI assistants to explore and inter…
C 60 54 61 31 N/A 23 89 88
12756
migusdn
A Model Context Protocol server for interacting with Korea Investment & Securit…
C 60 55 45 37 49 76 99
12757
a05031113
Enables querying Yahoo Finance data including stock prices, historical data, fi…
C 60 55 60 36 16 81 100
12758
find-xposed-magisk
Enables interactive feedback collection through a web interface with support fo…
C 60 54 60 26 N/A 36 95 79
12759
landscapedotcl
MCP Veracode Claim 1
An MCP server that enables users to interact with Veracode security services th…
C 60 55 33 67 35 76 91
12760
thoughtspot
mcp-server Claim 1
MCP Server for ThoughtSpot - provides OAuth authentication and tools for queryi…
C 60 66 77 68 0 40 81 92
12761
maneesha029
Enables interaction with Pendle Finance DeFi protocol to fetch live yields, sim…
C 60 55 52 56 21 81 84
12762
deephaven
Deephaven MCP Claim 1
Enables AI assistants to interact with Deephaven real-time data systems, allowi…
C 60 55 56 38 70 78 66
12763
bkoseda
Chess MCP Server Claim
Enables chess gameplay and interaction through MCP protocol. Allows users to pl…
C 60 55 56 82 24 81 44
12764
vipcong816
dy-mcp Claim
Enables automation of Douyin (TikTok China) tasks including parsing share links…
C 60 54 48 41 N/A 22 95 87
12765
Webdev3-digi
fastalert-mcp Claim
C 60 64 78 67 0 24 95 89
12766
nuin
AGR MCP Server Claim
Enables querying genomics data from the Alliance of Genome Resources across mod…
C 60 66 78 68 0 40 81 93
12767
RalphLi213
Transforms chat conversations with AI into structured markdown summaries and au…
C 60 54 54 30 N/A 23 95 92
12768
averagejoeslab
PDF Reader MCP Server Claim 1
An MCP server that provides comprehensive PDF processing capabilities including…
C 60 54 47 27 N/A 32 95 99
12769
sockcymbal
Enables AI assistants to interact programmatically with Autodesk Fusion 360 for…
C 60 55 66 41 20 81 85
12770
luziadev
luzia Claim
Real-time crypto prices from Binance, Coinbase, Kraken, OKX, and Bybit
C 60 66 67 75 0 56 69 99
12771
kernel
kernel-mcp-server Claim 1
Open-source MCP server for secure, low-latency cloud-browser automation on Kern…
C 60 66 69 70 0 51 81 94
12772
onoda4480
Efficiently delivers project documentation to AI agents like Claude on-demand, …
C 60 55 48 63 25 81 77
12773
rvibek
Enables AI agents to generate UNHCR-styled data visualizations including bar, l…
C 60 55 60 50 21 81 82
12774
Hawstein
MCP Server Resend Claim
A tool integration that enables Claude to compose and send emails through the R…
C 60 66 90 56 0 41 81 88
12775
HemantaPatil
Provides intelligent access to the USDA nutrition database through AI assistant…
C 60 55 74 28 21 74 94
12776
zhixiaoqiang
A Model Context Protocol server that manages desktop images, providing function…
C 60 55 41 100 N/A 24 95 24
12777
ibproduct
A Model Context Protocol server that reduces token consumption by efficiently c…
C 60 64 81 58 0 20 92 100
12778
octid-io
osmp Claim
Agentic AI instruction encoding. 86.8% vs JSON. Inference-free decode. Any chan…
C 60 54 72 0 N/A 38 91 96
12779
smithery-ai
A simple Typescript MCP server built using the official MCP Typescript SDK and …
C 60 66 96 42 0 42 81 96
12780
HeetVekariya
Linear Regression MCP Claim 1
An MCP server that enables Claude to train a linear regression model by simply …
C 60 54 47 40 N/A 24 92 92
12781
IA-Programming
MCP Image Server Claim 1
A Model Context Protocol server that enables fetching and processing images fro…
C 60 55 51 35 42 82 91
12782
Intelligence08
Video Editor MCP Claim
Enables users to upload, search, edit, and generate videos through Video Jungle…
C 60 66 92 62 0 24 81 91
12783
sumik5
Enables translation of SRT subtitle files from English to Japanese using local …
C 60 55 54 38 42 81 86
12784
kLabUM
SWMM-MCP Claim 1
An MCP server that provides a toolbox for interacting with EPA SWMM stormwater …
C 60 54 51 30 N/A 24 92 100
12785
Jiliar
Enables tracking and analyzing personal expenses stored in CSV files. Supports …
C 60 54 48 33 N/A 32 95 90
12786
farzadnadiri
MCP-CAN Claim
Enables LLMs to interact with vehicle CAN bus and OBD-II data through a simulat…
C 60 55 54 41 44 81 81
12787
ref-tools
ref-tools-mcp Claim
Token efficient search for coding agents over public and private documentation.
C 60 66 90 40 0 59 86 88
12788
strickvl
MCP Beeminder Server Claim 2
An MCP server that provides AI assistants access to the Beeminder API, allowing…
C 60 55 51 42 37 80 92
12789
akshithambekar
Arithmuse Claim
A minimal Python-based MCP server that provides standard arithmetic tools inclu…
C 60 54 54 22 N/A 27 95 100
12790
kelvingao
ArXiv-MCP Claim 1
A Model Context Protocol server that enables AI agents to search, retrieve, and…
C 60 55 51 31 39 80 100
12791
plainday
ManualWorks MCP Claim
Enables keyword searching across ManualWorks documents by combining document an…
C 60 55 56 37 45 83 80
12792
CaptainCrouton89
Enables running multiple Claude prompts simultaneously in parallel with support…
C 60 55 54 57 23 71 91
12793
VolumeFi
Paloma DEX MCP Server Claim 1
A Model Context Protocol server that enables AI agents to autonomously execute …
C 60 55 65 28 25 81 97
12794
Rafaysherwani
A lightweight microservice that fetches weather alerts and forecasts from the N…
C 60 55 66 28 18 83 100
12795
zad0xlik
Provides access to RateSpot.io mortgage rate APIs, enabling AI assistants to fe…
C 60 55 60 82 42 81 22
12796
jhon2c
MCP Boilerplate Claim
A modern, lightning-fast starter template for building Model Context Protocol a…
C 60 54 48 47 N/A 18 95 85
12797
citizenhicks
Enables AI assistants to access real-time financial data, historical stock pric…
C 60 55 68 31 20 81 90
12798
CM004
Enables direct interaction with a SQLite database through custom-mapped tools f…
C 60 54 58 25 N/A 25 90 98
12799
jeweis
A FastMCP-based server that enables executing Microsoft SQL Server data queries…
C 60 55 62 31 45 81 83
12800
xuegao-tzx
Enables programmatic control of Android devices via ADB, supporting UI automati…
C 60 54 48 31 N/A 52 90 85
Showing 12751–12800 of 33745 servers
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