MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22451
daedalus
mcp-zmq Claim 1
MCP server for ZMQ messaging
C 65 33 39 N/A N/A 67 95
22452
nahdd123uosackr
flights-mcp-server Claim 1
C 65 33 56 N/A N/A 39 95
22453
daviddraiumbrella
Provides read-only access to Umbrella Cost finops platform, enabling natural la…
C 65 44 96 40 27 81
22454
glonorce
YouTube MCP Claim
Provides production-grade tools for YouTube channel resolution, video metadata …
C 65 44 64 47 67 84
22455
mcp360
mTarsier Claim
mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & an…
C 65 43 64 36 N/A 73 90
22456
pure-maple
modelmux Claim
Model multiplexer — route tasks to Codex, Gemini, and Claude CLIs with smart ro…
C 65 43 60 38 N/A 67 95
22457
CDataSoftware
This read-only MCP Server allows you to connect to Google Ad Manager data from …
C 64 33 58 N/A N/A 33 95
22458
tuki0918
Eagle MCP Server Claim
Eagle MCP Server
C 64 44 64 57 52 80
22459
Devin-AXIS
A2V Claim
A2V: Next-Gen AI Value Compute Protocol. …
C 64 43 72 46 N/A 33 95
22460
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
22461
CDataSoftware
Power BI XMLA MCP Server by CData
C 64 33 58 N/A N/A 34 95
22462
ckanthony
gin-mcp Claim
A zero-configuration Go library to automatically expose existing Gin web framew…
C 64 44 84 31 58 78
22463
Sai-Manvith
Updation MCP Claim
A production-grade, LLM-agnostic MCP server that integrates AI models with tool…
C 64 44 72 62 30 82
22464
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
22465
runekaagaard
MCP Redmine Claim
Connects Claude Desktop to Redmine for seamless project and issue management, i…
C 64 44 78 38 54 81
22466
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
22467
JiaboLi-GitHub
renderdoc-mcp Claim 1
An MCP server for RenderDoc: Empowering AI assistants to analyze GPU frame capt…
C 64 33 37 N/A N/A 66 95 C
22468
evolsb
Multi-account Google Workspace (Gmail, Drive, Calendar, Sheets, Docs) + Slack M…
C 64 33 54 N/A N/A 40 95
22469
asadullokhn
teztun Claim
Manage TezTun tunnels, subdomains, and service tokens from any MCP-compatible A…
C 64 33 60 N/A N/A 47 83
22470
CDataSoftware
Sybase IQ MCP Server by CData
C 64 33 58 N/A N/A 34 95
22471
rkirkendall
A Model Context Protocol server that enables natural language commands to manag…
C 64 44 63 61 45 81
22472
NetApp
aide-mcp-server Claim 1
MCP server for NetApp AI Data Engine
C 64 33 41 N/A N/A 62 95
22473
coolmew
Exposes Unity Editor project context and manipulation tools to AI coding agents…
C 64 33 50 N/A N/A 48 95
22474
bivex
ILSpy-Mcp Claim
🔓 UNLEASH ILSpy'S POWER. Reverse-engineer DOTNET code at GOD SPEED. AI-assisted…
C 64 33 54 N/A N/A 40 95
22475
Agarwal-Saurabh
FastMCP OpenAPI Claim
Dynamically generates MCP tools from OpenAPI specifications, enabling AI assist…
C 64 44 60 66 43 81
22476
ai-debugger-inc
AI Debugger Claim 1
Bringing the debugging we know and love as human programmers to our AI agents –…
C 64 43 60 32 N/A 76 94
22477
yangfch3
A Unity Editor plugin that exposes Unity Editor capabilities to external AI age…
C 64 33 48 N/A N/A 51 95
22478
vidal-renao
Enterprise-grade AI-powered helpdesk MCP server for Swiss SMEs, enabling autono…
C 64 33 54 N/A N/A 40 95
22479
uscensusbureau
The U.S. Census Bureau Data API MCP connects AI Assistants with official Census…
C 64 43 64 40 N/A 61 92
22480
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
22481
CDataSoftware
SAP ERP MCP Server by CData
C 64 33 58 N/A N/A 34 95
22482
director-run
director Claim
MCP Playbooks for AI agents
C 64 43 56 41 N/A 72 90
22483
pinax-network
Official MCP server that turns The Graph’s Token API into a plug-and-play web3 …
C 64 43 50 55 N/A 57 95
22484
lizouzt
TrendRadar Claim
A real-time news and hot spot aggregation server that monitors multiple platfor…
C 64 43 66 41 N/A 48 95
22485
Ydy4HYW7ExA
Claude Habitat Claim 1
An MCP server that provides persistent project context, workflow management, an…
C 64 43 63 57 N/A 38 92
22486
CDataSoftware
Parquet MCP Server by CData
C 64 33 58 N/A N/A 34 95
22487
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
22488
dcSpark
MCP Helius Claim 1
A Model Context Protocol server that provides Claude with comprehensive access …
C 64 44 69 46 64 76
22489
ancrz
Penpot MCP Server Claim
Enables AI agents to programmatically access self-hosted Penpot instances to re…
C 64 44 72 63 45 71
22490
CDataSoftware
This read-only MCP Server allows you to connect to Google Campaign Manager 360 …
C 64 33 58 N/A N/A 33 95
22491
locupleto
An MCP server that provides access to a SQLite database for analyzing trading s…
C 64 43 85 45 N/A 24 87
22492
CDataSoftware
SAS Data Sets MCP Server by CData
C 64 33 58 N/A N/A 34 95
22493
tolkonepiu
🏆 A ranked list of MCP servers. Updated weekly.
C 64 33 40 N/A N/A 64 95
22494
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
22495
neuromechanist
matlab-mcp-tools Claim
An MCP to develop MATLAB pipelines section by section and read figures one dime…
C 64 43 72 26 N/A 69 89
22496
CDataSoftware
SharePoint Excel Services MCP Server by CData
C 64 33 58 N/A N/A 34 95
22497
CDataSoftware
Microsoft OneDrive MCP Server by CData
C 64 33 58 N/A N/A 34 95
22498
zerocore-ai
microsandbox Claim
microsandbox
C 64 44 56 41 83 82
22499
xinnan-tech
本项目为xiaozhi-esp32提供后端服务,帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, …
C 64 43 54 36 N/A 76 95
22500
rohith1125
AI-controlled algorithmic trading engine exposing 40 MCP tools across 9 namespa…
C 64 33 60 N/A N/A 31 95
Showing 22451–22500 of 67226 servers
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