MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31764
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4451
Code-Hex
A lightweight MCP server that enables LLMs to search the web via DuckDuckGo, se…
B 74 55 100 57 28 82 89
4452
mavengence
ustidnr-mcp Claim
Validate EU VAT IDs directly from your AI assistant. The only MCP server with q…
B 74 55 72 61 54 82 98
4453
dannyytv
pomodash Claim
Connect your AI assistant to PomoDash for seamless task and project management
B 74 55 78 63 41 82 100
4454
aj47
Enables debugging and automation of native Electron applications on macOS throu…
B 74 54 80 57 N/A 30 95 98
4455
TRZLedgerFoundation
Provides tools and prompts for Trezoa blockchain development, including RPC met…
B 74 54 72 55 N/A 47 95 100
4456
faisalhakim47
Enables AI agents to monitor and read Android notifications in real-time via Te…
B 74 55 72 100 N/A 31 82 71
4457
wcampbellgalaxy
Analyzes Solana blockchain metrics from InfluxDB and generates categorized Graf…
B 74 55 94 91 23 81 61
4458
openpharma-org
Provides access to European company data and financial filings from multiple so…
B 74 55 90 53 50 82 87
4459
n24q02m
Production-grade MCP server for Telegram with dual-mode Bot API and MTProto. 6 …
B 74 54 72 61 81 81 80
4460
Jacob-Stokes
jhabit-mcp Claim
A standalone MCP server for managing habits and quit trackers through a jhabit …
B 74 54 72 66 N/A 35 92 99
4461
akseyh
bear-mcp-server Claim
Allows the AI to read from your Bear Notes (macOS only)
B 74 54 80 52 N/A 44 94 93
4462
OnePieceLwc
Word Cloud MCP Claim
Enables creation of word cloud visualizations from various document formats (PD…
B 74 54 84 58 N/A 42 95 84
4463
gamalan
mcp-email-client Claim
A Python-based MCP server for managing email configurations, sending emails, an…
B 74 54 90 61 N/A 25 90 92
4464
k-n-t-lam
Decide Test MCP Claim
Enables Claude to generate executable test cases from decision tables in CSV, J…
B 74 55 78 61 64 81 83
4465
ParthibanRajasekaran
MCP Weather Server Claim 1
A Model Context Protocol server that provides real-time weather data and foreca…
B 74 55 69 58 65 82 100
4466
studiomeyer-io
mcp-video Claim
A cinema-grade video production MCP server that enables automated website recor…
B 74 55 84 56 72 82 77
4467
Shin-sibainu
GA4 MCP Server Claim 2
Enables Claude to retrieve and analyze Google Analytics 4 data through 20+ anal…
B 74 55 84 100 42 82 48
4468
dwisiswant0
Delve MCP Claim 1
A TypeScript-based MCP server providing a complete interface to the Delve debug…
B 74 55 86 53 59 76 95
4469
vishnu-m77
Ressl MCP Claim
Enables searching for keywords within files with case-sensitive/insensitive opt…
B 74 54 86 56 N/A 19 95 100
4470
meshpop
vault Claim
Secret and credential management MCP — securely store, retrieve, manage API key…
B 74 54 94 41 N/A 47 90 93
4471
robotmcp
ros-mcp-server Claim
Connect AI models like Claude & GPT with robots using MCP and ROS.
B 74 54 84 20 N/A 85 92 99
4472
TheMemeBanker
nory-x402 Claim 2
x402 payment processor for AI agents. Sub-400ms settlement on Solana + 7 EVM ch…
B 74 55 90 100 N/A 32 78 52
4473
api7
apisix-mcp Claim
B 74 54 72 71 N/A 50 87 85
4474
lchinglen
time-mcp-server Claim 2
MCP server for timezone conversions and time queries with support for IANA time…
B 74 55 75 100 N/A 50 95 36
4475
handeocakk
Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by expo…
B 74 55 78 70 44 81 90
4476
aliKatlabi
Provides secure filesystem operations, HTTP fetching with SSRF protection, JSON…
B 74 55 72 75 39 81 98
4477
aywengo
Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry…
B 74 55 71 63 63 81 92
4478
sonnd08
n8n MCP Server Claim
Provides AI assistants with direct access to the n8n automation platform to man…
B 74 55 100 41 41 81 98
4479
firgga-sunil
Provides production insights and code analysis by leveraging Nexus instrumentat…
B 74 55 78 66 46 82 92
4480
JoodasCode
SlopWatch MCP Server Claim 1
An AI accountability system that tracks what AI systems claim they will impleme…
B 74 55 84 100 N/A 28 95 41
4481
maxim-ist
MCP Bear Claim
A Python-based MCP server that provides read and write access to Bear Notes on …
B 74 55 90 91 N/A 43 95 36
4482
twolven
CodeSavant Claim
Provides code manipulation, execution, and version control capabilities. It all…
B 74 54 80 60 N/A 36 84 100
4483
0xKoda
Provides tools for AI assistants to interact with the Ethereum blockchain throu…
B 74 55 66 100 46 82 68
4484
CarbonoDev
Provides comprehensive tools for TailwindCSS development including utility clas…
B 74 55 96 91 44 81 43
4485
justfsl50
expense-mcp Claim
Personal Expense Tracker MCP Server — expenses, income, budgets & savings goals
B 74 55 60 82 N/A 52 82 90
4486
coderkanasu
An MCP server that enables AI assistants to query and interact with SQLite data…
B 74 54 79 63 N/A 27 95 95
4487
LLMTooling
Code Search MCP Claim 1
Enables LLMs to perform high-performance code search and analysis across multip…
B 74 54 88 56 N/A 32 91 90
4488
saleor
Saleor MCP Server Claim
Enables AI assistants to interact with Saleor Commerce instances to fetch data …
B 74 55 67 70 52 81 99
4489
renl
Meshimize Claim 2
MCP server for the Meshimize agent communication platform: Q\&A groups, messagi…
B 74 54 57 75 60 83 99
4490
kontext-dev
Browse the web, directly from Cursor etc.
B 74 55 77 53 N/A 74 81 90
4491
Atomic-Germ
Enables consulting with local Ollama models for reasoning from alternative view…
B 74 55 84 82 71 81 44
4492
conorbronsdon
gws-mcp-server Claim
Google Workspace MCP server exposing 23 curated tools for Drive, Sheets, Calend…
B 74 55 72 61 69 81 91
4493
Johnxjp
A Model Context Profile server that enables Claude to interact with Todoist, al…
B 74 55 62 82 41 82 98
4494
LiteObject
Provides real-time access to official LangChain documentation, API references, …
B 74 55 86 62 31 82 99
4495
sammcj
An MCP Server to help LLMs suggest the latest stable package versions when writ…
B 74 54 81 28 N/A 78 94 95
4496
ampcome-mcps
Enables users to search Airbnb listings with advanced filtering options and ret…
B 74 55 84 100 44 81 43
4497
jasonWong-serviceDirect
Connects Claude Desktop to Google Docs and Google Drive, enabling comprehensive…
B 74 55 72 73 45 81 91
4498
zhhbinn
YAPI MCP Server Claim 1
Enables AI assistants to manage YAPI API documentation by providing tools to cr…
B 74 55 78 66 48 80 90
4499
swapnilsurdi
A comprehensive personal productivity server that manages projects, todos, cale…
B 74 55 92 82 68 76 43
4500
adarc8
skills-master-mcp Claim
Connects AI coding agents to the SkillsMP marketplace, allowing users to search…
B 74 55 88 61 39 76 94
Showing 4451–4500 of 66415 servers
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