MCP Server Quality Scores

Independent quality analysis of 33745 public MCP servers

33745
Discovered
28871
Scored
2088
Verified
16951
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12651
simplifier-ag
simplifier-mcp Claim 2
MCP Server for Simplifier - manage Connectors, BusinessObjects, Datatypes and l…
C 60 54 81 40 N/A 62 83 29
12652
aglitch120
PubMed MCP Server Claim
Enables comprehensive biomedical literature research through PubMed database ac…
C 60 66 86 55 0 39 81 99
12653
zjg678
# **Suppr MCP - README.md** ```markdown # Suppr MCP <div align="center"> [![…
C 60 64 72 67 0 26 95 92
12654
priyankark
PhonePi MCP Claim
PhonePi MCP enables seamless integration between desktop AI tools and your smar…
C 60 64 90 33 0 39 95 100
12655
maneesha029
Enables interaction with Pendle Finance DeFi protocol to fetch live yields, sim…
C 60 55 52 56 21 81 84
12656
Alvis1337
An MCP server that scrapes elitepvpers.com to provide resources, setup guides, …
C 60 55 57 38 25 81 96
12657
Azoraqua
Minestom MCP Server Claim 2
An MCP server designed for developers to build and manage Minestom-based Minecr…
C 60 55 63 20 63 82 78
12658
banique15
Simple MCP Server Claim
A minimalist MCP server that provides a single tool to retrieve a developer nam…
C 60 55 66 36 18 81 93
12659
dytavan
Generates secure random passwords and memorable passphrases with customizable o…
C 60 55 48 47 27 81 94
12660
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
12661
mvellayan
Allows control of motorized window blinds through the Bond Bridge API, enabling…
C 60 55 56 47 21 81 91
12662
cnitlrt
A server that provides remote binary analysis capabilities through IDA Pro's he…
C 60 55 62 36 20 81 92
12663
yunkee-lee
MCP TMAP Server Claim
A server that connects to SK TMAP API, providing access to public transit routi…
C 60 55 48 41 41 81 90
12664
tejpalvirk
Provides tools for managing qualitative research knowledge graphs, enabling str…
C 60 55 76 33 18 81 82
12665
Francis235
AMap MCP Server Claim
Non-official Model Context Protocol server that enables interaction with AMap's…
C 60 55 54 30 34 83 100
12666
dynamicendpoints
*Updated December 9th 2025** Manage your Microsoft 365 services effortlessly. C…
C 60 54 78 41 N/A 51 90 32
12667
hngkr
MCP Releases Server Claim 1
An MCP server that provides GitHub release information through the Model Contex…
C 60 55 47 46 29 82 93
12668
J621111
Enables the automatic generation of complete Live2D models from a single photo …
C 60 54 62 27 N/A 27 90 90
12669
mengbi-super
A FastMCP-based tool for analyzing logback log files to detect code defects and…
C 60 54 48 42 N/A 27 95 84
12670
NakanoSanku
Enables control of Android devices through ADB, allowing users to list connecte…
C 60 54 54 28 N/A 24 95 95
12671
aharvard
Enables interactive restaurant discovery and ordering through a synthetic comme…
C 60 66 72 73 0 42 81 91
12672
Chris-June
A Model Context Protocol server that enables role-based context management for …
C 60 55 63 35 24 81 90
12673
SongJiangzhou
Provides professional C++ code style checking, best practices analysis, and mod…
C 60 55 66 12 49 84 93
12674
WildDataX
Suppr MCP Claim
Enables document translation across multiple languages and AI-powered semantic …
C 60 66 84 68 0 30 81 93
12675
zeloras
MyShows MCP Server Claim 1
A Model Context Protocol server that enables connecting LangChain or LangGraph …
C 60 55 33 41 59 81 95
12676
rhamsagar-sf
Enables semantic search and question-answering over FAQ documents using RAG (Re…
C 60 55 54 51 22 81 88
12677
muriloruiz91-maker
Enables users to fetch jokes from multiple sources including Chuck Norris jokes…
C 60 55 60 17 44 81 100
12678
syauqi-uqi
QGISMCP Claim 1
A Model Context Protocol server that connects Claude AI to QGIS, enabling direc…
C 60 55 69 27 36 69 98
12679
drdudda-org
A simple MCP server that provides current time in Korean timezone (KST) with mu…
C 60 55 60 100 25 81 15
12680
pfldy2850
Naver MCP Server Claim 1
An MCP server that provides access to Naver OpenAPI services, enabling users to…
C 60 55 39 32 66 80 94
12681
modelcontextprotocol-servers
Google Search MCP Claim 1
A Playwright-based tool that performs Google searches and extracts results whil…
C 60 55 60 82 24 81 37
12682
PK-SANGAMESWAR
Enables tracking and managing personal expenses through a local SQLite database…
C 60 54 60 30 N/A 24 91 91
12683
Traia-IO
An MCP server that provides access to the Test MCP Feb 5 API, enabling AI agent…
C 60 55 53 45 24 81 90
12684
mrwan84
WinCC Unified MCP XT Claim 1
An MCP server that interfaces with SIEMENS WinCC Unified SCADA systems via Grap…
C 60 55 33 71 24 76 95
12685
zhigang1992
Happy Server MCP Claim
Enables programmatic interaction with Happy AI sessions, allowing users to list…
C 60 66 72 72 0 35 80 100
12686
tedlikeskix
Alpaca MCP Server Claim 2
A Model Context Protocol server enabling LLMs like Claude to interact with the …
C 60 55 51 37 34 81 96
12687
kdkiss
Enables searching for job listings on the German job portal Stepstone.de with m…
C 60 66 100 58 0 22 80 86
12688
aplavin
julia-mcp Claim 2
MCP server for persistent Julia sessions — fast iteration without startup/compi…
C 60 54 39 31 N/A 51 92 95
12689
mcp2everything
MCP2Brave Claim 1
A server based on the MCP protocol that uses the Brave API for web search funct…
C 60 55 70 27 35 81 84
12690
whdghk1907
A Model Context Protocol server providing comprehensive Korean stock market ana…
C 60 55 69 33 34 81 80
12691
KairosMobius
memory-nexus-mcp Claim
Persistent semantic memory for AI agents with knowledge graphs and Intelligence…
C 60 66 72 70 0 57 70 92
12692
marioluciofjr
A Python application that automatically generates different types of mind maps …
C 60 54 60 12 N/A 42 95 90
12693
u21h2
BinDiff MCP Tool Claim
Enables binary comparison capabilities by leveraging IDA Pro and BinDiff to ana…
C 60 55 60 35 27 80 93
12694
3351163616
MCP PDF Reader Claim 1
Intelligent PDF processing server that automatically detects PDF types (text or…
C 60 55 60 82 N/A 24 95 23
12695
yamatairiku-dev
A Model Context Protocol (MCP) server that provides a tool for retrieving and m…
C 60 54 54 60 N/A 25 95 56
12696 C 60 54 48 42 N/A 42 95 70
12697
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
12698
merterbak
Grok-MCP Claim 2
MCP server for xAI's [Grok API](https://docs.x.ai/docs/overview) with agentic t…
C 60 55 51 37 52 76 87
12699
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
12700
fondutech
Enables searching personal knowledge vaults using hybrid semantic and keyword m…
C 60 55 60 43 19 78 91
Showing 12651–12700 of 33745 servers
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