MCP Server Quality Scores

Independent quality analysis of 60600 public MCP servers

60600
Discovered
29950
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
25251
mifactory-bot
mifactory-contratos Claim 1
Freelance contracts via API for any country. AI-generated or PDF. Pay-per-use: …
F 25 43 24 36 N/A 25 70
25252
manthanghasadiya
mcpsec Claim 1 2
An AI-driven dynamic protocol fuzzer for the Model Context Protocol (MCP). Prov…
F 25 43 96 0 N/A 74 91
25253
igot-ai
Integrates with the Datalog Studio REST API to explore projects, tables, and as…
F 25 44 86 62 33 76
25254
brunonepomuceno
Enables bidirectional synchronization between IDEs and Figma for Design System …
F 25 44 48 37 21 78
25255
GoPlausible
Vestige MCP Claim 1 2
An MCP server that provides comprehensive DeFi analytics and data access for th…
F 25 43 81 73 N/A 37 84
25256
ujisati
anki-mcp Claim 1
Manage your Anki collection with AnkiConnect & MCP
F 25 43 48 55 N/A 41 87
25257 F 25 43 42 43 N/A 32 87
25258
pandeussilvae
Panda Odoo MCP Server Claim 1
Enables seamless interaction with Odoo instances through the Model Context Prot…
F 25 44 48 48 45 76
25259
AuraFriday
Control Fusion 360 with any AI through Model Context Protocol (MCP)
F 25 43 84 36 N/A 45 78
25260
qingyun-wu
GitHub API MCP Server Claim 2
A Multi-Agent Conversation Protocol Server for the GitHub API, auto-generated u…
F 25 44 60 50 21 76
25261
pexcard
PEX MCP Server Claim 1
Enables AI assistants to interact with the PEX Card External API to manage busi…
F 25 44 74 72 47 80
25262
arvindand
maven-tools-mcp Claim 2
JVM dependency intelligence for AI assistants via Maven Central
F 25 43 60 43 N/A 75 84
25263
abhaybabbar
RetellAI MCP Server Claim 2 3
A Model Context Protocol server implementation that enables AI assistants to in…
F 25 44 65 71 28 78
25264
Mhrnqaruni
Exposes Playwright-powered automation tools to AI assistants for navigating web…
F 25 43 84 31 N/A 53 84
25265
codependentai
resonant Claim 1
Open-source relational AI framework with identity persistence, memory, and MCP …
F 25 43 60 0 N/A 78 87
25266
Bonsai-Tech-LLC
clypt Claim 1
AI-native link intelligence — shorten, track, and manage links from any AI agent
F 25 43 88 0 N/A 71 82
25267
firerpa
lamda Claim 1
The most powerful Android RPA agent framework, next generation mobile automati…
F 25 43 46 57 N/A 63 82
25268
lazyants
lexware-mcp-server Claim 1 2
MCP server for the Lexware Office API that enables management of invoices, cont…
F 25 43 57 52 74 91
25269
uproc-io
UProc MCP Claim 1
Official UProc Model Context Protocol server that enables AI assistants to refe…
F 25 44 68 70 28 78
25270
joelio
stocky Claim 1 2
An MCP server for searching and downloading royalty-free stock photography from…
F 25 44 49 38 54 80
25271
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
25272
eliiik
Houdini MCP Server Claim 1
Enables natural language control of SideFX Houdini for tasks including node man…
F 25 43 82 30 N/A 47 87
25273
mim1012
turafic Claim 2
F 25 43 42 66 N/A 34 84
25274
Scofieldfree
Excalidraw MCP Server Claim 1
Enables AI agents to programmatically generate, edit, and view Excalidraw diagr…
F 25 44 66 65 77 82
25275
tensorwhiz141
A master control platform that orchestrates intelligent agents with a plug-and-…
F 25 44 42 31 24 80
25276
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
25277
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
25278
mhajder
Zabbix MCP Server Claim 1 3
Provides advanced, programmable access to Zabbix monitoring data and management…
F 25 43 75 70 76 77
25279
webscraping-ai
Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction …
F 25 44 78 72 41 80
25280
sirkirby
unifi-network-mcp Claim 1
MCP server implementation for the UniFi network application
F 25 43 96 68 N/A 89 88
25281
Leviathangk
Playwright MCP Server Claim 1 2
Enables browser automation and web scraping with multi-session management, supp…
F 25 43 80 71 N/A 30 84
25282
JoshuaRileyDev
An MCP server to communicate with the App Store Connect API for iOS Developers
F 25 43 69 66 N/A 53 84
25283
httprunner
httprunner Claim 2
HttpRunner 是一款开源的 API/UI 测试框架,简单易用,功能强大,具有丰富的插件化机制和高度的可扩展能力。
F 25 43 54 28 N/A 75 82
25284
VantaInc
Vanta MCP Server Claim 1
Enables AI assistants to interact with Vanta's security compliance platform to …
F 25 44 72 71 59 82
25285
HitmanLy007
Enables natural language task management with Todoist, supporting tasks, projec…
F 25 44 100 42 38 78
25286
DynamicEndpoints
Netlify MCP Server Claim 1
This is an MCP server that can be used with Netlify
F 25 44 84 70 46 71
25287
flowcore-io
mcp-flowcore-platform Claim 2
Interact with Flowcore to perform actions, ingest data, and analyse, cross refe…
F 25 44 72 71 47 78
25288
cisco-ai-defense
mcp-scanner Claim 1
Scan MCP servers for potential threats & security findings.
F 25 43 72 15 N/A 87 74
25289
jojo699
google-extractor Claim 1 2
F 25 43 42 28 N/A 20 82
25290
disrex-group
Plane MCP Server Claim 1
A Model Context Protocol (MCP) server that enables LLMs to interact with Plane.…
F 25 44 96 52 70 83
25291
Koozow
HubSpot MCP Server Claim 1
Enables interaction with HubSpot CRM through a standardized API interface. Supp…
F 25 44 62 70 62 80
25292
BilgisayarKavramlari
A stateful gateway server for AI applications that solves the memory limitation…
F 25 44 46 53 22 80
25293
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
25294
reflagcom
mcp Claim 1
Flag features directly from chat in your IDE with [Reflag](https://reflag.com).
F 25 44 46 37 68 82
25295
mongodb-js
mongodb-mcp-server Claim 1 2
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atl…
F 25 43 94 68 N/A 91 64
25296
SecurityRonin
alaya-mcp Claim 1
Local memory engine for AI agents with knowledge graphs, forgetting, and semant…
F 25 43 60 68 N/A 78 81
25297
manykarim
RobotMCP Claim 1
RobotMCP is a comprehensive Model Context Protocol (MCP) server that bridges th…
F 25 43 86 32 80 90
25298
wyn0001
Enables autonomous AI-to-AI collaboration between Claude and Gemini to execute …
F 25 44 78 50 49 78
25299
Jyothishkumarav
A server implementation that enables controlling web browsers programmatically …
F 25 43 66 55 N/A 33 87
25300
kales0202
YApi MCP Server Claim 1
Enables interaction with YApi API management platform through natural language,…
F 25 44 54 70 43 78
Showing 25251–25300 of 60600 servers
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