MCP Server Quality Scores

Independent quality analysis of 48680 public MCP servers

48680
Discovered
29622
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22451
jemondragon
Connects LLMs to NewsData.io to search for latest news, cryptocurrency trends, …
C 65 44 66 70 35 82
22452
CDataSoftware
QuickBooks MCP Server by CData
C 65 33 58 N/A N/A 36 95
22453
Kirachon
context-engine Claim 1
Local-native Context Engine MCP server for codebase indexing, semantic retrieva…
C 65 43 78 36 N/A 42 94
22454
meta-quest
Agent Tool and Skills for VR Development on Meta Quest
C 65 33 54 N/A N/A 45 95
22455 C 65 33 70 N/A N/A 16 95
22456
itsanishjain
Alchemy Plugin Claim 1
Integrate blockchain and NFT operations seamlessly. Retrieve NFTs, their metada…
C 64 44 84 50 N/A 28 80
22457
teamsincetoday
Extracts branded ingredients and kitchen tools from recipes, matches them to af…
C 64 33 72 37 75
22458
CDataSoftware
ServiceNow MCP Server by CData
C 64 33 58 N/A N/A 34 95
22459
CDataSoftware
Kintone MCP Server by CData
C 64 33 58 N/A N/A 34 95
22460
bjornfix
Let AI agents do real WordPress work via MCP. 61 core abilities, 12 add-ons, 28…
C 64 33 54 N/A N/A 40 95
22461
itential
MCP server for connecting LLMs to Itential Platform, enabling network automatio…
C 64 43 50 41 81 90
22462
mcp-wp
mcp-server Claim
MCP server implementation using the WordPress REST API
C 64 33 50 N/A N/A 46 95
22463
director-run
director Claim
MCP Playbooks for AI agents
C 64 43 56 41 N/A 72 90
22464
theYahia
chestnyznak-mcp Claim 1
MCP server for Chestniy ZNAK (Честный ЗНАК) API — product marking verification.…
C 64 33 51 N/A N/A 62 83
22465
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
22466
theYahia
MCP server that provides 31 tools for the DaData API, enabling address autocomp…
C 64 33 51 N/A N/A 60 83
22467
amelia-mc
MCP X++ Server Claim 1
An MCP server for Microsoft Dynamics 365 Finance & Operations that enables the …
C 64 43 81 36 N/A 37 90
22468
CDataSoftware
Google Cloud Storage MCP Server by CData
C 64 33 58 N/A N/A 34 95
22469
megg-ops
weather
C 64 33 54 N/A N/A 39 95
22470
mikdeangelis
Enables comprehensive management of Google Ads campaigns through natural langua…
C 64 44 80 58 25 81
22471
Suryansh-23
Enables LLM assistants to interact with the Hyperlane cross-chain protocol for …
C 64 44 84 37 43 81
22472
mckinleymedia
McFlow Claim
Enables creation, management, and deployment of n8n workflows with enhanced con…
C 64 44 84 48 31 81
22473
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
22474
computeruseprotocol
Computer Use Protocol is a universal schema for AI agents to perceive and inter…
C 64 33 48 N/A N/A 50 95
22475
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
22476
pottekkat
DiceDB MCP Claim 1
An MCP server that enables AI applications to interact with DiceDB databases.
C 64 44 51 62 62 83
22477
andrew-hernandez-paragon
Code Graph Context Claim
Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and…
C 64 44 90 0 84 81
22478
dividor
hdx Claim
HDX MCP Server provides access to humanitarian data through the Humanitarian Da…
C 64 44 60 60 50 85
22479
jacobcwright
runpod-mcp Claim 1
C 64 33 66 N/A N/A 20 95
22480
CDataSoftware
Phoenix MCP Server by CData
C 64 33 58 N/A N/A 34 95
22481
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
22482
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
22483
ashfordeOU
MCP server for codebase analysis — dependency graphs, security scanning, refact…
C 64 33 45 N/A N/A 56 95
22484
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
22485
Coolver
Home Assistant MCP server agent. Enable Claude Code, Cursor, VS Code or any MCP…
C 64 44 43 71 N/A 63 82
22486
dipseth
This MCP server provides comprehensive Google Workspace integration (Gmail, Dri…
C 64 43 58 38 N/A 73 92
22487
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
22488
MarcelRoozekrans
memorylens-mcp Claim 1
MCP server for .NET memory profiling with JetBrains dotMemory integration
C 64 33 39 N/A N/A 66 95
22489
thekaranpargaie
Enables managing Kubernetes clusters through natural language by providing tool…
C 64 43 84 35 N/A 26 95
22490
augmentedstartups
Roomey is a multi-purpose Voice Agent designed to run your personal and busines…
C 64 43 90 38 N/A 24 87
22491
steipete
Peekaboo MCP Claim
A macOS utility that captures screenshots and analyzes them with AI vision, ena…
C 64 43 60 25 N/A 84 95
22492
go-appsec
toolbox Claim
Collaborative application security testing between humans and agents via CLI an…
C 64 43 60 31 N/A 77 94
22493
rachellarralde
Enables security scanning of code projects to identify common vulnerabilities l…
C 64 33 50 N/A N/A 45 95
22494
microsoft
Learn how to build Java-based MCP Servers and Clients with LangChain4J and Quar…
C 64 33 54 N/A N/A 39 95
22495
microsoft
mcp-gateway Claim
MCP Gateway is a reverse proxy and management layer for MCP servers, enabling s…
C 64 43 64 53 N/A 57 80
22496
CDataSoftware
Teradata MCP Server by CData
C 64 33 58 N/A N/A 34 95
22497
CDataSoftware
FTP MCP Server by CData
C 64 33 58 N/A N/A 34 95
22498
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
22499
CDataSoftware
This read-only MCP Server allows you to connect to Authorize.Net data from Clau…
C 64 33 58 N/A N/A 33 95
22500
infobip
Infobip OpenAPI MCP is a framework for exposing OpenAPI documented HTTP APIs as…
C 64 43 60 38 N/A 66 95
Showing 22451–22500 of 48680 servers
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