MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 1 hour ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13301
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
13302
arunlakshmikabilan1982
Shopify MCP Server Claim
Enables management of Shopify orders through the Admin REST API, allowing users…
C 58 66 72 68 0 25 81 94
13303
rprashar21
A demonstration server showcasing MCP capabilities with basic tools including a…
C 58 55 56 30 24 83 93
13304
HyprerNova
An MCP server that integrates with the Zerodha KiteConnect API to facilitate pr…
C 58 55 29 70 29 71 92
13305
mhyrr
SketchupMCP Claim 1
Connects Sketchup to Claude AI through the Model Context Protocol, allowing Cla…
C 58 55 68 28 29 74 83
13306
ks0318-p
An MCP server that plays notification sounds when AI coding assistants like Win…
C 58 55 45 82 N/A 16 95 39
13307 C 58 64 78 45 0 48 88 88
13308
hollaugo
Analyze stocks with summaries, price targets, and analyst recommendations. Trac…
C 58 66 96 38 0 26 81 100
13309
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
13310
datastax
astra-db Claim 1
An MCP server for Astra DB workloads
C 58 64 35 65 0 72 94 98
13311
vanman2024
Enables AI assistants to interact with the Multilead platform for lead manageme…
C 58 66 90 47 0 36 81 92
13312
microagents
MCP Weather Free Claim 1
An MCP server that provides real-time weather data, hourly forecasts, and daily…
C 58 55 47 30 39 83 92
13313
joeyheath65
A customizable, production-ready template for building Model Context Protocol s…
C 58 55 60 33 22 81 90
13314
Yuki10Kobayashi
A Model Context Protocol server that integrates with VOICEVOX engine to provide…
C 58 54 33 50 N/A 46 87 79
13315
wonnyboi
A Model Context Protocol server that helps collect and structure project portfo…
C 58 55 59 25 25 80 95
13316
mongodb-developer
MongoDB MCP Server Claim
Provides read-only access to MongoDB databases for LLMs to inspect collection s…
C 58 66 84 61 0 22 81 89
13317
Search-Atlas-Group
SearchAtlas Claim
SEO, content generation, PPC, keyword research, site auditing, authority buildi…
C 58 64 60 72 0 54 75 91
13318
Warnes-Innovations
obo-mcp Claim 1
An MCP server designed for managing One-By-One (OBO) review sessions through sp…
C 58 54 45 31 N/A 30 92 92
13319
neeraj-somani
Enables web search capabilities through the Tavily API, allowing users to perfo…
C 58 55 60 30 26 81 89
13320
Narasimhaponnada
mermaid-mcp Claim
AI-powered Mermaid diagram generation with 22+ diagram types including flowchar…
C 58 66 84 58 0 23 80 96
13321
zk-armor
Jina AI MCP Server Claim
Provides access to Jina AI's Search Foundation APIs for embeddings, web search,…
C 58 66 66 68 0 41 81 92
13322
enciyo
KAP MCP Tools Claim
A Model Control Protocol server that provides access to Turkey's Public Disclos…
C 58 54 48 25 N/A 22 95 99
13323
brkhrdt
tidbits-memory Claim
Enables AI agents to record and rank learnings, facts, and methods through a co…
C 58 55 62 22 27 83 90
13324
soniankur948
Intelligently analyzes codebases to enhance LLM prompts with relevant context, …
C 58 54 48 33 N/A 21 95 89
13325
hirofumitorato
Discover anime and manga titles through keyword searches to find your next favo…
C 58 66 90 74 0 30 81 60
13326
felores
Airtable MCP Server Claim 2
A Model Context Protocol server that provides tools for programmatically managi…
C 58 66 79 60 0 32 81 94
13327
peterj
An MCP server that enables Git repository operations and GitHub PR workflows, a…
C 58 55 55 36 23 81 91
13328
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
13329
WhenjaySun
MCP Time Server Claim
Provides current time information with support for multiple IANA timezones, def…
C 58 55 48 35 24 81 100
13330
ken19990709
TAPD MCP Server Claim
Integrates with the Tencent Agile Product Development (TAPD) platform to manage…
C 58 55 68 40 30 81 61
13331
CharlesAD
Enables AI assistants to read unread Gmail messages and create properly threade…
C 58 54 48 31 N/A 19 90 98
13332
leewnsdud
Garmin Connect MCP Claim 1
A Model Context Protocol server that integrates Garmin Connect data with LLMs t…
C 58 55 39 46 27 82 98
13333
TanukiMCP
Provides AI agents with simplified task management through a 4-step workflow (c…
C 58 55 66 25 25 81 85
13334
StepanCooleague
file-finder-mcp Claim 2
A MCP server that allows searching for files in the filesystem based on path fr…
C 58 54 63 56 N/A 20 92 46
13335
brevdev
Brev Claim 1
Run, build, train, and deploy ML models on the cloud.
C 58 64 78 63 0 17 95 87
13336
ethereumfollowprotocol
ETHID MCP Server Claim
Provides comprehensive access to the Ethereum Follow Protocol (EFP) API, enabli…
C 58 66 72 60 0 49 82 89
13337
JackKuo666
Enables AI assistants to search academic literature and retrieve detailed metad…
C 58 55 64 27 16 80 98
13338
ahrefs
Ahrefs MCP Server Claim 1
A Model Context Protocol server that connects Claude desktop and other compatib…
C 58 64 77 62 0 35 95 72
13339
ZatesloFL
Provides comprehensive natural language control over Google Workspace services …
C 58 66 82 43 0 49 81 92
13340
fbailleux2
KFabric Claim
KFabric is a platform for building traceable and weighted documentary corpora f…
C 58 55 66 0 52 78 99
13341
alperenkocyigit
Enables analysis of academic author networks and research collaborations by ret…
C 58 55 64 26 19 81 95
13342
nguyenlegravityglobal
A tool that integrates Figma with Cursor through the Model Context Protocol, al…
C 58 55 60 36 19 81 88
13343
kukapay
An MCP server that tracks newly created pools on Pancake Swap.
C 58 55 49 31 40 80 93
13344
E00N777
just a simple test for education
C 58 55 54 27 34 81 92
13345
hypermoose
FeedbinMCP Claim 1
An MCP server that enables users to interact with their Feedbin RSS account dir…
C 58 55 49 37 27 78 100
13346
Michael-Obele
Provides AI assistants with real-time access to official Tauri documentation fr…
C 58 66 84 53 0 38 81 91
13347
emi-dm
PubMed MCP Server Claim
Enables searching and retrieving detailed information from PubMed articles usin…
C 58 55 60 30 26 81 90
13348
chrishayuk
MCP Time Server Claim 1
A Python microservice that provides utilities for retrieving current times and …
C 58 55 54 74 46 82 27
13349
Sunwood-ai-labs
Iris MCP Server Claim 2
A Model Context Protocol server that automatically generates structured release…
C 58 55 57 100 22 81 14
13350
PONMANIAN-SA
WhatsApp MCP Claim 1
A Model Context Protocol server that enables interaction with WhatsApp through …
C 58 55 73 0 37 81 100
Showing 13301–13350 of 66495 servers
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