MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22301
ToDealMarket
Developer integration tools for adding TDM payments to AI agents, apps, and wor…
C 65 33 54 N/A N/A 45 95
22302
qxchuckle
qcqx-project-manage MCP Server — 将项目管理能力暴露给 AI Agent(Cursor、Claude Desktop 等)
C 65 33 50 N/A N/A 52 95
22303
xidik12
Oculo MCP Server Claim
An AI-powered native browser that provides 12 MCP tools for AI clients to brows…
C 65 55 96 68 0 76 81
22304
ampcome-mcps
Shortcut MCP Server Claim 1
A Model Context Protocol server that integrates Shortcut project management fun…
C 65 44 63 68 43 81
22305
MagoDev
Outlook MCP Server Claim
Enables AI-powered email management for Microsoft Outlook through natural langu…
C 65 33 60 N/A N/A 33 95
22306
tera911
MF Invoice MCP Claim 2
An MCP server that integrates with MoneyForward Cloud Invoice API v3 to automat…
C 65 44 59 68 50 80
22307
myque08
savvyscratch Claim 1
MCP server for Savvy Scratch — scratch-off lottery game analysis powered by pro…
C 65 33 57 N/A N/A 37 95
22308
wgpsec
ENScan_GO Claim
一款基于各大企业信息API的工具,解决在遇到的各种针对国内企业信息收集难题。一键收集控股公司ICP备案、APP、小程序、微信公众号等信息聚合导出。支持MCP接入
C 65 43 60 41 N/A 76 87
22309
luquimbo
Enables AI assistants to manage OKRs, track goals, and update progress on the T…
C 65 44 60 67 48 81
22310
paulmichaelstafford
cwmcp Claim 1
An MCP server that provides audiobook pipeline tools for the CollapsingWave pla…
C 65 33 53 N/A N/A 47 95
22311
salvo10f
godotiq Claim
Intelligent MCP server for Godot 4. Spatial intelligence, code analysis, 35 too…
C 65 33 54 N/A N/A 45 95
22312
CLOUDWERX-DEV
DiffuGen Claim
Powerful image generation system leveraging multiple Stable Diffusion models (f…
C 65 43 54 72 N/A 43 89
22313
paperdavid
Manoma Claim 1
Manoma is an MCP server that enables any LLM to read your soul.md file, a porta…
C 65 33 51 N/A N/A 47 95
22314
JosephOIbrahim
UnrealEngine Bridge Claim 1
A comprehensive bridge connecting AI agents to Unreal Engine 5.7 through 39 MCP…
C 65 43 84 45 N/A 27 90
22315
zaphod-black
EspoCRM-MCP Claim
Open source MCP server for EspoCRM
C 65 43 86 46 N/A 16 95
22316
claytono
go-unifi-mcp Claim
Manage UniFi sites, devices, clients, networks, port forwarding, DNS, and firew…
C 65 43 60 35 N/A 75 95
22317
GDKsoftware
Native Delphi Server implementation of the Model Context Protocol (MCP)
C 65 33 54 N/A N/A 44 95 PA
22318
gustavoeenriquez
MakerAi Claim
The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonom…
C 65 33 52 N/A N/A 48 95 PA
22319
arkinjo
TogoMCP Claim
Executes SPARQL queries against biological and biomedical RDF databases from th…
C 65 44 68 58 50 81
22320
ChiR24
unreal-engine-mcp Claim 2
MCP server for Unreal Engine 5 with 17 tools for game development automation.
C 65 55 81 67 0 96 83
22321
i-dream-of-ai
Enables AI assistants to interact with the QuantConnect cloud platform for algo…
C 65 44 84 38 46 81
22322
MigoXLab
Dingo MCP Server
C 65 43 60 27 N/A 82 95
22323
popechia
ABANCA MCP Server Claim
Connects the ABANCA OpenBanking API (PSD2) with LLMs to provide secure access t…
C 65 33 62 N/A N/A 32 95
22324
phuongrealmax
code-guardian Claim
AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot d…
C 65 43 72 40 N/A 49 92
22325
Natfii
UnrealClaude Claim
Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance wi…
C 65 33 54 N/A N/A 45 95 C
22326 C 65 33 54 N/A N/A 44 95
22327
verivus-oss
AST-based semantic code search: 33 tools, 35 languages, call tracing, impact an…
C 65 43 64 35 N/A 65 95
22328
oneWalker
OpenAPI MCP Server Claim
A server that implements the Model Context Protocol (MCP) with StreamableHTTP t…
C 65 44 68 63 41 81
22329
TheNextGenNexus
Search court records, patents, and trademarks for legal research
C 65 33 78 N/A N/A 21 83
22330
impure0xntk
Wakapi MCP Server Claim
Enables tracking and analyzing development time through the Wakapi API. Provide…
C 65 44 84 41 46 81
22331
zaizaizhao
A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specificati…
C 65 44 54 63 64 80
22332
aarya-rapid
namecheap-mcp Claim
Search domains from plain-language ideas and get exact matches plus brandable v…
C 65 33 64 N/A N/A 26 95
22333
dgageot
ast-grep Claim
ast-grep is a fast and polyglot tool for code structural search, lint, rewritin…
C 65 44 78 48 48 80
22334
pickpppcc
qBittorrent MCP Claim
A service that provides programmatic access to qBittorrent's WebUI API, enablin…
C 65 44 78 58 32 81
22335
heffrey78
D&D 5E MCP Server Claim 1
Provides comprehensive access to Dungeons & Dragons 5th Edition content through…
C 65 44 84 56 23 80
22336
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
22337
pdogra1299
Bitbucket MCP Server Claim 1
An MCP server that enables interaction with Bitbucket repositories through the …
C 65 44 77 43 54 81
22338
back1ply
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
C 65 33 50 N/A N/A 51 95
22339
examplary-ai
Provides AI assistants with access to Examplary's exam management platform, ena…
C 65 44 56 62 61 82
22340
scmcphub
Scanpy-MCP Claim
Provides a natural language interface for scRNA-Seq analysis using the Scanpy l…
C 65 44 56 68 55 80
22341
kw510
strava-mcp Claim 1
An MCP server for Strava, an app for tracking physical exercise
C 65 44 67 63 49 78
22342
mckinsey
vizro-mcp Claim
Tools and templates to create validated and maintainable data charts and dashbo…
C 65 43 60 30 N/A 79 96
22343
praveenc
kiro-powers Claim
Repository of custom kiro powers. https://kiro.dev/docs/powers/
C 65 33 54 N/A N/A 43 95
22344
daviddraiumbrella
Provides read-only access to Umbrella Cost finops platform, enabling natural la…
C 65 44 96 40 27 81
22345
vectra-ai-research
Connects AI assistants to the Vectra AI security platform to enable intelligent…
C 65 44 56 67 48 86
22346
peakflames
MCP Server for Polarion
C 65 43 71 28 N/A 65 95
22347
googleworkspace
dev-assist Claim
A monorepo for the Google Workspace Dev Assist project, providing an MCP server…
C 65 43 58 50 N/A 65 89
22348
yokan-board
Yokan Board MCP Claim
Enables AI agents to interact with Yokan Kanban Board API to manage boards, col…
C 65 44 56 73 48 81
22349
loglmhq
A server that allows AI assistants to browse and read files from specified GitH…
C 65 44 68 68 35 81
22350
sdiehl
sympy-mcp Claim 1
A MCP server for symbolic manipulation of mathematical expressions
C 65 44 57 58 N/A 66 81
Showing 22301–22350 of 59993 servers
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