MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13551
ITworkonline
GoogleCalendarMCP Claim
A Model Completion Prompt (MCP) plugin that allows users to create events in Go…
C 57 55 54 37 16 81 90
13552
amarshikhar
Enables AI-powered vendor risk assessment using AWS Titan, allowing users to ev…
C 57 55 48 33 21 81 98
13553
wangyafu
Haiguitang MCP Server Claim 1
An MCP server that allows users to play the 'Turtle Soup' puzzle game with LLMs…
C 57 55 41 82 N/A 22 95 35
13554
pratyusendu
A comprehensive collection of 103 tools providing capabilities for text process…
C 57 66 80 50 0 30 80 99
13555
vvbv
PyerP MCP Server Claim 1
An MCP server that enables LLM agents to interact with PyerP ERP systems via a …
C 57 55 45 38 27 81 92
13556
DiegoDuaS
Enables users to play a number guessing game through a remote MCP server deploy…
C 57 55 48 31 24 81 100
13557
mattmarcin
AQICN MCP Server Claim 1
Enables interaction with the World Air Quality Index to fetch real-time air qua…
C 57 66 60 70 0 37 81 92
13558
SmartManoj
Provide a simple MCP server with a greeting tool to enable interactive developm…
C 57 54 48 21 N/A 21 95 98
13559
riteshbangal
BuildMcpServer Claim
A lightweight framework for building and running Model Context Protocol (MCP) s…
C 57 54 50 27 N/A 43 95 71
13560
SandroSD
Enables users to retrieve current weather alerts for US states and detailed wea…
C 57 55 36 58 9 81 94
13561
jerhadf
linear-mcp-server Claim
A server that integrates Linear's project management system with the Model Cont…
C 57 64 100 10 0 48 95 91
13562
jmh108
A Python implementation of an MCP server that extracts webpage content, removes…
C 57 55 54 25 31 80 94
13563
dydtkddl
QCViz-MCP Claim 1
An MCP server for quantum chemistry that enables LLMs to perform electronic str…
C 57 54 33 28 N/A 65 92 79
13564
antonioevans
RunPod MCP Server Claim
Enables interaction with the RunPod REST API to manage GPU pods, serverless end…
C 57 66 66 65 0 42 78 92
13565
gsmethells
preflight-mcp Claim
TrustPilot for APIs — independent reliability ratings for APIs and MCP servers,…
C 57 55 66 0 46 81 94
13566
dganesh5
An industry benchmarking tool that enables users to compare company metrics lik…
C 57 55 60 25 24 82 91
13567
wirdes
db-mcp-tool Claim 1
A powerful Model Context Protocol (MCP) tool for exploring and managing differe…
C 57 55 60 82 37 81 11
13568
huitmj
A basic Model Context Protocol server that provides static information and fact…
C 57 55 56 22 16 84 100
13569
kongyo2
MCP Dev MCP Claim
Enables LLM agents to programmatically inspect, debug, and test other MCP serve…
C 57 66 60 62 0 55 81 92
13570
eDramas
MasterGo Magic MCP Claim
Connects AI models with MasterGo design tools to retrieve and process DSL data …
C 57 66 76 65 0 25 81 88
13571
forevercjh
A Python framework for developing and managing tool instances through a registr…
C 57 55 72 40 18 83 60
13572
ankitrautela333
An MCP server that enables users to fetch and audit documentation from user-def…
C 57 55 45 31 42 80 90
13573
InfolabAI
Gemini MCP Server Claim
A tool that allows Claude Code to use Gemini AI as an MCP server, leveraging Ge…
C 57 54 48 28 N/A 45 95 73
13574
kathirt
Exposes backend APIs through Azure API Management as an MCP server to enable AI…
C 57 66 78 43 0 42 82 100
13575
chaitanyaatlan
A demonstration MCP server providing basic tools for returning greetings and pe…
C 57 54 42 27 N/A 22 95 98
13576
PrintrFi
printr Claim 2
Let AI agents create, discover, and track tokens across chains via Printr.
C 57 64 92 41 0 58 60 91
13577
ag2-mcp-servers
This MCP server enables interaction with the Punjab State Board of Technical Ed…
C 57 55 60 60 21 76 55
13578
serkanh
An MCP server that allows AI assistants to access AWS CloudWatch logs by listin…
C 57 55 45 43 25 81 90
13579
shricodev
⚡ Chat MCP Client for Remote hosted MCP Servers (with Composio) and locally hos…
C 57 64 78 35 0 43 95 89
13580
mlaurel
A Context Engineering Framework that provides 9 battle-tested development workf…
C 57 64 54 65 0 42 95 89
13581
rochadelon
Enables AI assistants to manage tasks, projects, and analyze productivity direc…
C 57 55 60 41 26 81 71
13582
Abu-BakarYasir
mcp_slack Claim
fetch the latest channels messages chat
C 57 55 42 41 23 81 98
13583
aliyun
A Model Context Protocol server that enables agent applications like Cursor and…
C 57 55 45 82 47 81 24
13584
yura9011
Scythe MCP REAPER Claim
Enables AI-powered music composition and control for REAPER DAW through OSC and…
C 57 54 54 16 N/A 26 95 90
13585
arcadia-finance
Arcadia Finance Claim
Concentrated liquidity on Uniswap/Aerodrome (rebalance, compound, leverage) or …
C 57 66 94 10 0 72 81 93
13586
zrax-x
Assists in Advanced Persistent Threat malware analysis by providing tools to se…
C 57 54 48 33 N/A 22 87 90
13587
tinjyuu
An MCP server that provides real-time delay information for JR East train lines…
C 57 55 33 82 N/A 41 95 27
13588
jakenuts
A CLI command execution server that enables running shell commands with structu…
C 57 64 78 50 0 23 95 92
13589
RommelAgasa
A quickstart template for building and deploying secure, remote MCP servers to …
C 57 55 42 25 49 82 93
13590
remyguercio
tailscale-mcp-echo Claim
An identity-aware MCP server that runs inside a Tailscale tailnet, using Tailsc…
C 57 54 54 32 44 94 58
13591
papunoko
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
C 57 55 78 0 19 81 98
13592
amuralik-gh
Weather MCP Server Claim
Enables users to get weather forecasts and alerts for any US city and state thr…
C 57 55 46 31 27 83 100
13593
wearzdk
seedream-image-mcp Claim
🚀 PixelMCP | 为你的 Cursor、Claude Code 等集成AI绘画能力,让AI生成的页面不再单调!
C 57 66 78 68 0 41 81 72
13594
lxchst
weather-server-python Claim 1
An MCP server that provides weather information
C 57 54 35 31 N/A 29 94 100
13595
ShunsukeTamura06
A FastMCP-based server that provides access to Bloomberg market data through si…
C 57 54 62 38 N/A 21 95 59
13596
hunterCM
An MCP server that integrates with Microsoft Copilot Studio to deliver random j…
C 57 55 45 17 46 83 100
13597
kenta-ja8
A minimal MCP server that enables searching through pre-scraped React documenta…
C 57 54 48 55 N/A 21 95 58
13598
nibzard
A Model Context Protocol server that allows execution of Python code within Day…
C 57 66 69 65 0 43 81 86
13599
Luis-E-Dev
Enables AI assistants to query Salesforce data including retrieving accounts by…
C 57 55 54 28 24 81 95
13600
Sysc4lls
Ida documentation reader (sort-of) mcp server
C 57 54 50 17 N/A 39 87 96
Showing 13551–13600 of 57160 servers
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