MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13601
kenta-ja8
A minimal MCP server that enables searching through pre-scraped React documenta…
C 57 54 48 55 N/A 21 95 58
13602
zaq2989
Agent-net Claim
Agent to Agent network
C 57 66 60 71 0 32 81 99
13603
xiaohui
Enables sending messages and scheduling reminders through multiple platforms in…
C 57 55 42 33 48 81 87
13604
beallac
Enables beginner-friendly Python and Pybricks development support through RAG-p…
C 57 55 42 56 16 81 84
13605
Ani07-05
Provides essential security and CTF tools including hash identification, encodi…
C 57 55 60 26 19 81 92
13606
ricklord
Mong MCP Server Claim
Provides a moby-like random name generator through the MCP interface for genera…
C 57 55 54 12 39 81 100
13607
tolik-unicornrider
An MCP server that extracts meaningful content from websites and converts HTML …
C 57 55 39 60 22 82 79
13608
Aniket310101
A Model Context Protocol server that enables large language models to interact …
C 57 55 49 35 27 81 92
13609
zhengwanbo
Oracle MCP Server Claim 1
A Model Context Protocol server that provides contextual Oracle database schema…
C 57 55 45 31 39 81 94
13610
jd1207
Whoop MCP Server Claim
Enables users to access Whoop biometrics including recovery, sleep, and strain …
C 57 54 60 0 N/A 45 91 94
13611
tddt
Stock Info Service Claim
A FastMCP-based service that provides stock data including historical prices, f…
C 57 55 54 32 20 84 89
13612
jjwjr94
Enables complete interaction with Airtable databases through 16 CRUD operations…
C 57 66 78 43 0 44 81 99
13613
eshlon
A Model Context Protocol server that enables AI language models like Claude to …
C 57 55 51 82 34 80 30
13614
szqshan
Provides powerful data analysis capabilities for AI systems with functions for …
C 57 55 54 43 25 81 78
13615
ankitrautela333
An MCP server that enables users to fetch and audit documentation from user-def…
C 57 55 45 31 42 80 90
13616
ag2-mcp-servers
This MCP server enables interaction with the Punjab State Board of Technical Ed…
C 57 55 60 60 21 76 55
13617
Dhineshkumar272005
HackBridge Claim 1
An MCP server that connects AI clients to a Linux terminal for real-time automa…
C 57 54 51 31 25 84 90
13618
paterapatera
An MCP server that enables AI agents to search and retrieve messages within a S…
C 57 55 45 75 27 81 49
13619
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
13620
SrAndres629
Enables orchestration and management of n8n workflows through tools for creatin…
C 57 55 66 43 25 81 62
13621
kevins-openclaw-lab
Provides AI agents with tools to interact with the Agora prediction market, all…
C 57 66 66 68 0 27 80 100
13622
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
13623
Luis-E-Dev
Enables AI assistants to query Salesforce data including retrieving accounts by…
C 57 55 54 28 24 81 95
13624
Shreshtthh
A Windows-based MCP server that provides real-time hardware telemetry and syste…
C 57 54 48 20 N/A 25 94 97
13625
ralba316
An MCP server for Microsoft Copilot Studio that delivers jokes from multiple so…
C 57 55 45 17 46 83 100
13626
intecrel
Enables AI assistants to monitor and interact with industrial systems, providin…
C 57 66 84 41 0 30 81 100
13627
Facets-cloud
Enables creation and management of Terraform modules for Facets.cloud infrastru…
C 57 66 86 41 0 46 76 91
13628
rog0x
mcp-markdown-tools Claim 1
An MCP server that provides tools for analyzing, linting, formatting, and gener…
C 57 54 51 0 N/A 53 95 96
13629
DiegoDuaS
Enables users to play a number guessing game through a remote MCP server deploy…
C 57 55 48 31 24 81 100
13630
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
13631
jordy33
Enables automated cryptocurrency trading on Binance and provides integration fo…
C 57 55 54 31 22 77 100
13632
shadowfax92
MCP Apple Calendars Claim 2
A Model Context Protocol server for AI models to access and manipulate Apple Ca…
C 57 55 39 82 N/A 23 95 33
13633
v587d
A free, plug-and-play knowledge base server that provides access to 10,000+ ins…
C 57 54 66 22 N/A 41 95 55
13634
nanyang12138
Enables AI assistants to search across multiple academic databases (PubMed, arX…
C 57 55 60 31 21 81 88
13635
robuno
Enables querying and comparing product prices across different marketplaces wit…
C 57 55 54 37 21 81 86
13636
lroolle
A Model Context Protocol server that enables Claude users to access specialized…
C 57 55 53 38 24 81 86
13637
tamu960925
Redmine MCP Server Claim 2
Enables AI assistants to interact with Redmine instances to manage issues, proj…
C 57 55 84 43 32 82 31
13638
jbdamask
NIH RePORTER MCP Claim 1
A Model Context Protocol server that enables conversational searching of NIH-fu…
C 57 66 75 46 0 43 82 95
13639
huitmj
A basic Model Context Protocol server that provides static information and fact…
C 57 55 56 22 16 84 100
13640
amarshikhar
Enables AI-powered vendor risk assessment using AWS Titan, allowing users to ev…
C 57 55 48 33 21 81 98
13641
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
13642
dganesh5
An industry benchmarking tool that enables users to compare company metrics lik…
C 57 55 60 25 24 82 91
13643
jissac
Provides comprehensive Biblical research tools including scripture lookup, inte…
C 57 66 78 56 0 30 81 90
13644
Zachwitte21
Weather MCP Server Claim
Provides access to US weather data from the National Weather Service API, enabl…
C 57 55 60 23 24 81 94
13645
sergio-deras
Shell Server Claim 1
A Model Context Protocol server that enables users to execute arbitrary shell c…
C 57 54 49 36 N/A 27 84 89
13646
keizman
A modern Model Context Protocol (MCP) server that enables AI assistants to coll…
C 57 55 54 33 46 81 72
13647
tejpalvirk
A powerful context management system that maintains persistent context across c…
C 57 54 76 35 N/A 28 92 41
13648
zrax-x
Assists in Advanced Persistent Threat malware analysis by providing tools to se…
C 57 54 48 33 N/A 22 87 90
13649
zhaobu
Enables AI assistants to collect interactive user feedback through a modern GUI…
C 57 54 48 31 N/A 42 89 76
13650
Abu-BakarYasir
mcp_slack Claim
fetch the latest channels messages chat
C 57 55 42 41 23 81 98
Showing 13601–13650 of 67226 servers
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