MCP Server Quality Scores

Independent quality analysis of 48148 public MCP servers

48148
Discovered
29622
Scored
2112
Verified
16952
Complete

Last updated 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22551
CDataSoftware
This read-only MCP Server allows you to connect to YouTube Analytics data from …
C 64 33 58 N/A N/A 33 95
22552
CDataSoftware
Apache CouchDB MCP Server by CData
C 64 33 58 N/A N/A 34 95
22553
allthatjazzleo
A server that provides tools for interacting with MantraChain blockchain throug…
C 64 44 66 60 44 81
22554
vidal-renao
Enterprise-grade AI-powered helpdesk MCP server for Swiss SMEs, enabling autono…
C 64 33 54 N/A N/A 40 95
22555
CDataSoftware
Neo4J MCP Server by CData
C 64 33 58 N/A N/A 34 95
22556
mikusnuz
meta-mcp Claim 3
Full-coverage MCP server for Instagram Graph API v25.0, Threads API & Meta plat…
C 64 33 57 71 67
22557
AUTHENSOR
Policy enforcement gateway for MCP tool calls, evaluating every tool invocation…
C 64 44 78 41 52 80
22558
mobile-dev-inc
Maestro Claim
Maestro is the simplest and most effective UI testing framework for Mobile and …
C 64 43 56 35 N/A 73 95
22559
CDataSoftware
This read-only MCP Server allows you to connect to BigCommerce data from Claude…
C 64 33 58 N/A N/A 33 95
22560
yangfch3
A Unity Editor plugin that exposes Unity Editor capabilities to external AI age…
C 64 33 48 N/A N/A 51 95
22561
ljdigital
Gives any MCP-compatible AI agent instant access to the Australian Business Reg…
C 64 33 64 39 83
22562
t4dhg
MCP FactorialHR Claim
A comprehensive MCP server that provides AI assistants with full access to Fact…
C 64 43 64 46 64 83
22563
qdhenry
A comprehensive tool to manage Model Context Protocol (MCP) configurations for…
C 64 33 58 N/A N/A 31 95
22564
veggiemonk
backlog Claim
Help coding agents and developers to keep track of a project's backlog by stori…
C 64 43 60 33 N/A 75 92
22565
CDataSoftware
This read-only MCP Server allows you to connect to Sage 50 UK data from Claude …
C 64 33 58 N/A N/A 33 95
22566
slamer59
Educational Python refactoring assistant that provides guided suggestions for A…
C 64 44 72 28 67 86
22567
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22568
dcSpark
MCP Helius Claim 1
A Model Context Protocol server that provides Claude with comprehensive access …
C 64 44 69 46 64 76
22569
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22570
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22571
CDataSoftware
Amazon S3 MCP Server by CData
C 64 33 58 N/A N/A 34 95
22572
CDataSoftware
IBM DB2 MCP Server by CData
C 64 33 58 N/A N/A 34 95
22573
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22574
dcollaoa
BloodyAD MCP Claim
Enables Active Directory enumeration and abuse operations through the bloodyAD …
C 64 44 72 43 58 81
22575
rohitsoni007
mcp-gearbox Claim
A modern desktop application for managing Model Context Protocol (MCP) servers …
C 64 43 54 32 N/A 81 95
22576
Alparse
snip-mcp Claim 1
An MCP server for capturing screen regions directly into Claude Code conversati…
C 64 33 51 N/A N/A 45 95
22577
ispyridis
Enables semantic search and contextual conversations with your Calibre ebook li…
C 64 43 96 27 N/A 20 95
22578
mgwalkerjr95
Enables AI agents to manage H-E-B grocery shopping tasks including product sear…
C 64 43 49 40 N/A 81 95
22579
munch-group
GitHub CLI MCP Server Claim 2
An MCP server that wraps the GitHub CLI to provide comprehensive access to repo…
C 64 43 71 47 N/A 39 90
22580
damientilman
Mailchimp Marketing API integration with 53 tools for managing campaigns, audie…
C 64 44 72 43 60 80
22581
CDataSoftware
Apache Hbase MCP Server by CData
C 64 33 58 N/A N/A 34 95
22582
joonheeu
Production-ready API server template integrating FastAPI with Model Context Pro…
C 64 43 54 71 N/A 31 95
22583
theYahia
yandex-metrika-mcp Claim 1
MCP server for Yandex Metrika — web analytics, counters, goals, traffic (Russia)
C 64 33 51 N/A N/A 62 83
22584
CDataSoftware
This read-only MCP Server allows you to connect to Email data from Claude Deskt…
C 64 33 58 N/A N/A 33 95
22585
RyanCardin15
This server provides tools for interacting with the NOAA Tides and Currents API…
C 64 44 66 61 42 81
22586
Super-I-Tech
mcp-plexus Claim
mcp-plexus
C 64 44 84 43 39 80
22587
ampcome-mcps
MCP Linear Claim 1
A Model Context Protocol server that enables AI assistants to interact with Lin…
C 64 44 63 63 47 81
22588
CDataSoftware
This read-only MCP Server allows you to connect to Salesforce Einstein data fro…
C 64 33 58 N/A N/A 33 95
22589
CDataSoftware
Dynamics 365 MCP Server by CData
C 64 33 58 N/A N/A 34 95
22590
coolmew
Exposes Unity Editor project context and manipulation tools to AI coding agents…
C 64 33 50 N/A N/A 48 95
22591
INSIDE-HAIR
Enables comprehensive Google Meet and Calendar management through Google Calend…
C 64 44 84 46 31 80
22592
neurondb
neurondb Claim
PostgreSQL extension for vector search, embeddings, and ML, plus NeuronAgent ru…
C 64 43 64 36 N/A 62 95 C
22593
feiyun0112
Transform feature ideas into production-ready code through systematic Spec-Driv…
C 64 33 44 N/A N/A 58 95
22594
MAA-AI
MaaMCP Claim
基于 MaaFramework 的 MCP 服务器,为 AI 助手提供 Android 设备和 Windows 桌面自动化能力。
C 64 43 66 28 N/A 73 92
22595
CDataSoftware
This read-only MCP Server allows you to connect to SAP Netweaver Gateway data f…
C 64 33 58 N/A N/A 33 95
22596
theYahia
delovye-linii-mcp Claim 1
MCP server for Delovye Linii (Деловые Линии) delivery API — tariff calculation,…
C 64 33 51 N/A N/A 62 83
22597
SeunghoHong
quick-reminder-mcp Claim 1
Enables users to add tasks to Apple Reminders through natural language commands…
C 64 33 60 N/A N/A 30 95
22598
Yarmoluk
ckg-mcp Claim
Structured domain knowledge for AI agents. 42x more accurate than RAG, 11x fewe…
C 64 33 60 N/A N/A 29 95
22599
CDataSoftware
Power BI XMLA MCP Server by CData
C 64 33 58 N/A N/A 34 95
22600
CDataSoftware
LDAP MCP Server by CData
C 64 33 58 N/A N/A 34 95
Showing 22551–22600 of 48148 servers
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