MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13401
Pakvothe
i1n Claim
Agent-complete localization: extract strings, push keys, AI-translate, pull typ…
C 58 55 66 0 N/A 50 81 99
13402
aizukanne
ihyee-mcp Claim 2
An MCP server that provides AI assistants with web search and intelligence capa…
C 58 55 75 0 45 81 92
13403
jincai
RootData MCP Server Claim 1
A Model Context Protocol server that allows AI assistants like Claude to direct…
C 58 54 41 41 N/A 19 92 94
13404
Dali1789
BMAD MCP Server Claim 1
Provides intelligent agent routing with 5 specialized AI agents (analyst, archi…
C 58 55 60 35 66 71 64
13405
nikhilcherry
Provides comprehensive financial data and insights for companies listed on BSE …
C 58 66 70 66 0 27 81 100
13406
rprashar21
A demonstration server showcasing MCP capabilities with basic tools including a…
C 58 55 56 30 24 83 93
13407
picahq
mcp Claim 1
A Model Context Protocol Server for Pica
C 58 66 41 76 0 76 74 96
13408
SupenBysz
Gitea MCP Tool Claim 1
Enables AI assistants to interact with Gitea repositories through intelligent t…
C 58 66 78 55 0 51 82 83
13409
haripriyagullipalli
Provides real-time TBC Bank development standards compliance checking and code …
C 58 55 48 36 26 81 100
13410
im-knots
the-academy Claim
A Socratic dialogue engine for AI agents.
C 58 64 92 30 0 42 90 91
13411
ashotchumore
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 58 54 48 58 N/A 31 92 56
13412
lethain
Systems MCP Claim 1
An MCP server that allows users to run and visualize systems models using the l…
C 58 54 37 30 N/A 47 90 90
13413 C 58 54 42 46 N/A 20 95 81
13414
taciturnaxolotl
traverse Claim
Enables AI models to generate interactive, clickable code walkthrough diagrams …
C 58 66 78 57 0 46 80 85
13415
kasathur
Connects AI agents to energy infrastructure with 30+ tools for managing sites, …
C 58 66 66 70 0 55 70 93
13416
EasonC13-agent
Sui MCP Server Claim 2
An MCP server providing tools for Sui blockchain interaction, including wallet …
C 58 55 39 50 30 71 99
13417
NBWolfer
An MCP server that integrates with local Ollama LLMs to provide financial analy…
C 58 54 63 36 N/A 18 92 72
13418
otey247
Zoo MCP Server Claim
A FastMCP-based server that provides tools for retrieving animal species lists …
C 58 55 58 15 42 83 93
13419
vanman2024
Enables AI assistants to interact with the Multilead platform for lead manageme…
C 58 66 90 47 0 36 81 92
13420
wonnyboi
A Model Context Protocol server that helps collect and structure project portfo…
C 58 55 59 25 25 80 95
13421
Believe-SA
DataDog MCP Server Claim
Enables AI assistants to interact with DataDog's observability platform through…
C 58 55 70 42 38 81 52
13422
ken19990709
TAPD MCP Server Claim
Integrates with the Tencent Agile Product Development (TAPD) platform to manage…
C 58 55 68 40 30 81 61
13423
JackKuo666
Enables AI assistants to search academic literature and retrieve detailed metad…
C 58 55 64 27 16 80 98
13424
mkamranr
A demonstration MCP server that provides basic utility tools including hello wo…
C 58 55 54 20 36 81 100
13425
johnneerdael
Cursor MCP Server Claim 1
Acts as a bridge between Claude's desktop application and the Cursor editor, en…
C 58 66 78 58 0 41 80 87
13426
kukapay
An MCP server that tracks Ethereum’s validator activation and exit queues in re…
C 58 55 45 27 41 83 100
13427
SpringMT
A Model Context Protocol (MCP) compliant server that allows Large Language Mode…
C 58 55 48 35 41 81 86
13428
Mantraa-Zzz
Enables web searching and content scraping through Google Custom Search API. Pr…
C 58 55 72 83 19 81 17
13429
2re1million
Enables interaction with Planslurpen, a Norwegian service that uses AI to inter…
C 58 66 72 75 0 19 82 90
13430
CharlesAD
Enables AI assistants to read unread Gmail messages and create properly threade…
C 58 54 48 31 N/A 19 90 98
13431
avivshafir
ZeroBounce MCP Server Claim 1
A Model Context Protocol server that allows interaction with the ZeroBounce ema…
C 58 55 53 31 23 81 99
13432
RBLPaul-coder
MCP Calculator Claim 1
A simple Model Context Protocol (MCP) server that provides basic calculation fu…
C 58 55 72 25 24 83 80
13433
Linell
Grimoire Claim
Provides D\&D 5e spell information through search and filtering tools. Access d…
C 58 66 74 60 0 39 81 96
13434
soniankur948
Intelligently analyzes codebases to enhance LLM prompts with relevant context, …
C 58 54 48 33 N/A 21 95 89
13435
hirofumitorato
Discover anime and manga titles through keyword searches to find your next favo…
C 58 66 90 74 0 30 81 60
13436
VRUSHIL1
Enables AI assistants to interact with MySQL databases through natural language…
C 58 55 60 36 22 76 88
13437
abckiran
MCP Server Deepdive Claim 1
A Model Context Protocol server implementation that provides mathematical opera…
C 58 55 39 82 N/A 22 95 40
13438
IgorGanapolsky
rlhf-feedback-loop Claim
RLHF feedback loop for AI agents. Capture feedback, block mistakes, export DPO …
C 58 64 90 0 0 87 95 89
13439
RathodDarshil
A secure Model Context Protocol server that allows Claude to execute read-only …
C 58 55 54 58 20 80 69
13440
didlawowo
datadog Claim
provide access to monitor and cluster logs from datadog
C 58 55 54 43 28 78 81
13441
ctvidic
Strava MCP Server Claim 2
A Model Context Protocol server that enables language models to interact with S…
C 58 55 45 43 31 78 92
13442
liangjunyu2010
A server that provides access to Baidu Cloud's content moderation capabilities …
C 58 55 56 35 39 81 76
13443
upamune
human-mcp Claim 1
An MCP server that allows AI assistants to utilize human capabilities by sendin…
C 58 54 47 25 N/A 43 92 86
13444
AriaScarlet132
Agent Data Bridge Claim 1
An MCP server that provides data bridging from Spring Boot interfaces and a lig…
C 58 55 33 65 29 81 81
13445
complexdevel
Enables management of Azure Cloud PCs using the Microsoft Graph API, allowing u…
C 58 55 54 15 44 81 99
13446
ddkang1
MCP Think Claim 1
A Model Context Protocol server that provides AI assistants like Claude with a …
C 58 55 45 20 54 81 97
13447
Narasimhaponnada
mermaid-mcp Claim
AI-powered Mermaid diagram generation with 22+ diagram types including flowchar…
C 58 66 84 58 0 23 80 96
13448
jkang8
mcp-obsidian Claim 1
An MCP server that enables AI assistants to interact with Obsidian vaults by pr…
C 58 54 33 35 N/A 30 95 97
13449
Jsgordon420365
Google Sheets MCP Claim 1
An MCP server that enables AI agents to read, create, and modify Google Spreads…
C 58 66 63 60 0 48 81 100
13450 C 58 64 78 45 0 48 88 88
Showing 13401–13450 of 66495 servers
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