MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
25301
tunnelhub
TunnelHub MCP Claim 1 2
Connects MCP clients to TunnelHub to monitor automations, inspect executions, a…
F 25 43 88 71 N/A 72 90
25302
SamuelMoraesF
mcp-organizze Claim 1
MCP para integração com o gestor financeiro Organizze. Crie transações, consult…
F 25 43 54 60 N/A 53 81
25303
ryannmperez
PyMOL-MCP-Vis Claim 2
Enables Claude to control PyMOL for molecular visualization and structural biol…
F 25 43 90 58 N/A 48 80
25304
provnai
McpVanguard Claim 1 2
A security proxy and active firewall for the Model Context Protocol that protec…
F 25 43 54 41 76 89
25305
Charley-Forey-AI
mcp-builder-mcp Claim 1
Provides OpenAPI validation and analysis tools to assist developers in building…
F 25 44 70 0 30 74
25306
edwinbernadus
nocodb-mcp-server Claim 2
Nocodb database integration, read and write capabilities
F 25 44 60 66 35 76
25307
CharlieDigital
runjs Claim 2
The only MCP server you need: let your LLM generate and safely execute JavaScri…
F 25 43 58 36 N/A 37 82
25308
Skobyn
SEO Tools MCP Server Claim 1
Enables LLMs to interact with DataForSEO and other SEO APIs through natural lan…
F 25 44 96 68 67 84
25309
tipdotmd
tip-md-x402-mcp-server Claim 1 2
MCP server for cryptocurrency tipping through AI interfaces using x402 payment …
F 25 44 39 66 24 76
25310
ag2-mcp-servers
An MCP server that enables natural language interaction with Google's Discovery…
F 25 44 45 50 21 78
25311
eversonpereira
A conversational application server that integrates LLM capabilities via Ollama…
F 25 43 42 61 N/A 16 84
25312
kitfactory
PyMCPAutoGUI Claim 1 2
An MCP server that bridges AI agents with GUI automation capabilities, allowing…
F 25 43 41 41 N/A 46 84
25313
fastslack
e2e-runner Claim 1
JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tool…
F 25 43 90 65 N/A 47 88
25314
shimizu
A Model Context Protocol server that enables Claude Code to generate high-quali…
F 25 43 75 71 N/A 29 87
25315
webscraping-ai
Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction …
F 25 44 78 72 41 80
25316
ag2-mcp-servers
An MCP (Multi-Agent Conversation Protocol) Server that provides a standardized …
F 25 44 60 47 21 76
25317
sirkirby
unifi-network-mcp Claim 1
MCP server implementation for the UniFi network application
F 25 43 96 68 N/A 89 88
25318
manykarim
RobotMCP Claim 1
RobotMCP is a comprehensive Model Context Protocol (MCP) server that bridges th…
F 25 43 86 32 80 90
25319
shdann
MCP-Blender Claim 1 2
Enables Claude AI to directly interact with and control Blender for rapid, natu…
F 25 43 72 51 N/A 21 84
25320
karar-hayder
Simple MCP Claim 1
A modular MCP server that provides comprehensive system automation capabilities…
F 25 43 66 31 N/A 21 84
25321
sahiloj
MCPScan Claim 2
Offensive MCP server auditor — detects tool poisoning, credential leaks, RCE ve…
F 25 43 78 40 N/A 69 90
25322
AuraFriday
Control Fusion 360 with any AI through Model Context Protocol (MCP)
F 25 43 84 36 N/A 45 78
25323
darrinm
Gmail MCP Server Claim 1 2
A comprehensive MCP server providing 24 tools for full Gmail management, includ…
F 25 44 82 77 27 80
25324
ruchiayeon
A comprehensive MCP server providing 35 tools for managing Telegram messages, m…
F 25 44 42 37 53 76
25325
jscraik
mKit Claim 1
A boilerplate for building MCP servers on Cloudflare Workers with built-in OAut…
F 25 44 50 12 68 82
25326
seejux
WAHA MCP Server Claim 1
Enables AI assistants to interact with WhatsApp through the WAHA (WhatsApp HTTP…
F 25 44 78 57 36 80
25327
OpaqueGlass
A Model Context Protocol server plugin for SiYuan note-taking application that …
F 25 43 63 40 N/A 81 89
25328
mostly-ai
Enables LLM agents to interact with the MOSTLY AI Platform for generating synth…
F 25 44 60 71 61 76
25329
amanagarwal13
HubSpot MCP Server Claim 1
Provides standardized access to HubSpot's CRM API for managing contacts, compan…
F 25 44 62 70 57 76
25330
xiaobenyang-com
Quick-Chart Claim 2
A server based on Model Context Protocol (MCP), providing a standardized interf…
F 25 43 72 67 N/A 45 84
25331
agentmail-to
mcp Claim 1 2
An MCP server to create inboxes on the fly to send, receive, and take actions o…
F 25 43 45 57 N/A 29 90
25332
CharlieMHJeong
Tableau MCP Claim 1
Enables integration with Tableau to query data, explore workbook content, and r…
F 25 44 48 70 63 77
25333
HookbaseApp
Hookbase MCP Server Claim 1 2
Exposes the Hookbase webhook relay API as tools for AI assistants to manage sou…
F 25 44 88 68 49 77
25334
aliyun
A MCP server that enables AI assistants to operation resources on Alibaba Cloud…
F 25 44 65 37 76 78
25335
eKsiSLe
Bridges Ghidra's reverse engineering capabilities with AI tools through 179 spe…
F 25 43 80 43 N/A 71 87
25336
BIGPPWONG
EdgeBox Claim 1
A local sandbox that provides AI agents with code execution, filesystem access,…
F 25 43 60 66 N/A 71 87
25337
DynamicEndpoints
Netlify MCP Server Claim 1
This is an MCP server that can be used with Netlify
F 25 44 84 70 46 71
25338
ebrahimpleite
MCP Conta Azul Claim 1
Enables AI assistants to interact with Conta Azul Financial APIs to manage acco…
F 25 44 60 0 53 67
25339
MedusaSH
MCP AI Monitor Claim 1
An advanced system monitoring solution that uses unsupervised machine learning …
F 25 43 46 26 N/A 18 82
25340
wbind-core
TermPipe MCP Claim 2
Provides AI assistants with direct terminal access to execute commands, manage …
F 25 43 82 60 N/A 27 90
25341 F 25 43 42 43 N/A 32 87
25342
Sowiedu
edict Claim 1
AI-agent programming language. JSON AST in, WASM out. Typed, effect-tracked, Z3…
F 25 43 72 33 N/A 98 90
25343
usemanusai
Virtualbox MCP Server Claim 2 3
A Model Context Protocol server for managing Virtualbox and Vagrant virtual mac…
F 25 43 79 62 N/A 32 87
25344
watsona4
A secure Model Context Protocol server that enables Claude AI to list, search, …
F 25 44 88 41 46 76
25345
nathangtg
agent-hub Claim 1
Agent Hub is an AI orchestration platform that transforms how developers and De…
F 25 43 90 41 N/A 21 87
25346
alfarom256
Aragorn Claim 1
A direct kernel debugger MCP server for Windows security research that connects…
F 25 43 76 0 N/A 39 85
25347
Ayi456
An AI-driven data visualization and SQL chat platform that enables natural lang…
F 25 44 54 48 31 77
25348
officialpraise
MongoDB MCP Server Claim 1 2
A Model Context Protocol server that enables interaction with MongoDB databases…
F 25 43 63 41 N/A 65 90
25349
handaas
Provides comprehensive access to Chinese bidding and tendering data, enabling u…
F 25 44 60 37 18 76
25350
genkit-ai
Genkit MCP Claim 1
Provides integration between Genkit and the Model Context Protocol (MCP).
F 25 44 90 0 78 78
Showing 25301–25350 of 66534 servers
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