MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12851
dhks77
NHN Server MCP Claim
Enables secure SSH access to servers through a gateway with Kerberos authentica…
C 60 55 60 100 25 81 15
12852
jhawkins11
An MCP server that integrates with AI editors like Cursor to maximize agentic c…
C 60 55 75 61 28 81 42
12853
huanshenyi
A Cloudflare Workers-based MCP server implementation that supports OAuth login …
C 60 55 54 62 21 81 75
12854
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
12855
BearNetwork-BRNKC
SketchupMCP Claim
Integration that connects Sketchup to Claude AI through the Model Context Proto…
C 60 55 60 31 43 81 87
12856
ag2-mcp-servers
An MCP server that enables interaction with the Transport Department of Puduche…
C 60 54 45 57 N/A 21 95 77
12857
surajkumar0203
A simple MCP server that provides basic calculator functionality for performing…
C 60 54 48 35 N/A 24 95 95
12858
mcp2everything
MCP2Tavily Claim 1
An MCP protocol server that enables web search functionality using the Tavily A…
C 60 55 70 42 17 82 79
12859
kukapay
wormhole-metrics-mcp Claim 1
An MCP server that analyzes cross-chain activity on the Wormhole protocol, prov…
C 60 55 55 32 41 83 92
12860
cegme
This MCP server enables users to interact with and analyze the dair-ai/emotion …
C 60 55 48 30 45 83 99
12861
muriloruiz91-maker
Enables users to fetch jokes from multiple sources including Chuck Norris jokes…
C 60 55 60 17 44 81 100
12862
yz0903
AutoBot MCP Claim
Enables remote control and automation of Android devices through the Model Cont…
C 60 55 54 36 29 81 97
12863
find-xposed-magisk
Enables interactive feedback collection through a web interface with support fo…
C 60 54 60 26 N/A 36 95 79
12864
ChristianChiarulli
A template for deploying secure Model Context Protocol servers to Cloudflare Wo…
C 60 55 54 57 27 81 76
12865
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
12866
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
12867
Mahjong-Dice
A template for deploying MCP servers on Cloudflare Workers with OAuth authentic…
C 60 55 54 55 26 80 77
12868
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
12869
ndchikin
cite-mcp Claim
Retrieve citation data effortlessly from CiteAs and Google Scholar. Get BibTeX-…
C 60 55 56 32 43 80 91
12870
Alvis1337
An MCP server that scrapes elitepvpers.com to provide resources, setup guides, …
C 60 55 57 38 25 81 96
12871
VikasPrajapati1998
A Model Context Protocol server built with FastMCP that provides tools for retr…
C 60 54 39 33 N/A 45 90 99
12872
gleachkr
Enables LLMs to prove theorems in Lean and formalize mathematical problems usin…
C 60 55 68 28 27 81 91
12873
CM004
Enables direct interaction with a SQLite database through custom-mapped tools f…
C 60 54 58 25 N/A 25 90 98
12874
ag2-mcp-servers
Sakari MCP Server Claim
A Multi-Agent Conversation Protocol server that enables interaction with the Sa…
C 60 55 60 52 21 80 76
12875
501336North
A hosted MCP server providing current time, date, and timezone conversion tools…
C 60 66 84 62 0 35 82 92
12876
lisy09
Enables text-to-image generation using Zhipu AI's CogView4 model with support f…
C 60 55 72 35 24 81 81
12877
dynamicendpoints
*Updated December 9th 2025** Manage your Microsoft 365 services effortlessly. C…
C 60 54 78 41 N/A 51 90 32
12878
thuong204
A remote Model Context Protocol server that runs on Cloudflare Workers without …
C 60 55 48 56 21 81 89
12879
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
12880
J621111
Enables the automatic generation of complete Live2D models from a single photo …
C 60 54 62 27 N/A 27 90 90
12881
simonwfarrow
A server implementing the Model Context Protocol to make and query payments thr…
C 60 55 78 66 39 76 28
12882
PhialsBasement
Acts as a bridge between AI models and Google's PageSpeed Insights API, enablin…
C 60 66 74 70 0 47 81 90
12883
dhkts1
Provides tools for structuring complex problems through narrative-based sequent…
C 60 64 78 57 0 39 92 90
12884
rochitl72
Enables AI agents to perform e-commerce operations including product search, bu…
C 60 55 54 53 21 81 82
12885
ainote-dev
AI Note MCP Server Claim 1
A Model Context Protocol server that connects Claude Desktop to AI Note task ma…
C 60 66 69 66 0 55 81 93
12886
kaitoy
Enables searching NASA's image library and navigating results with an interacti…
C 60 55 82 0 54 70 98
12887
NakanoSanku
Enables control of Android devices through ADB, allowing users to list connecte…
C 60 54 54 28 N/A 24 95 95
12888
henrysouchien
EdgarParser MCP Claim
MCP stdio server for source-backed SEC EDGAR financial data from the hosted Edg…
C 60 55 72 42 N/A 33 80 63
12889
Lillard01
chatExcel Claim 1
A Model Context Protocol server for intelligent Excel processing and data analy…
C 60 55 63 28 49 81 79
12890
yzfly
FullScope-MCP Claim
A comprehensive Model Context Protocol server for content summarization that su…
C 60 55 56 45 22 81 90
12891
rplryan
x402-discovery-mcp Claim
Runtime discovery layer for x402-payable APIs. Agents discover and route to pay…
C 60 66 66 63 0 68 81 92
12892
ldilba
MCPServer Claim
A setup guide for running a Model Completion Protocol (MCP) server in Windows S…
C 60 54 48 53 N/A 21 82 93
12893
pickstar-2002
Video Convert MCP Claim
A professional video format conversion tool based on MCP protocol that supports…
C 60 55 72 83 24 81 20
12894
OuchiniKaeru
An MCP server that enables text extraction and replacement in Microsoft Word do…
C 60 54 63 35 N/A 27 95 75
12895
yooztech
yooztech_mcp_mysql Claim
Enables secure read-only access to MySQL databases with automatic database infe…
C 60 55 54 37 47 81 83
12896
Nihilantropy
godot-mcp-docs Claim 1
Provides AI assistants with access to the complete Godot Engine documentation, …
C 60 54 41 32 N/A 40 95 97
12897
ref-tools
Provide your AI coding tools with token-efficient access to up-to-date technica…
C 60 66 90 40 0 59 86 88
12898
drdudda-org
A simple MCP server that provides current time in Korean timezone (KST) with mu…
C 60 55 60 100 25 81 15
12899
Arnie936
A versatile MCP server providing tools for arithmetic operations, n8n webhook i…
C 60 54 54 25 N/A 29 95 97
12900
ceami
Enables exploration and interaction with South Korea's Public Data Portal (Open…
C 60 66 74 70 0 49 81 85
Showing 12851–12900 of 56925 servers
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