MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15101
unixlamadev-spec
lightningprox-mcp Claim 1
MCP server for LightningProx — pay-per-request AI access via Bitcoin Lightning.…
F 30 55 76 41 N/A 51 80 93
15102
ruifung
Code Mode Bridge Claim 1 2
An MCP server that aggregates multiple upstream MCP tools into a single 'codemo…
F 30 55 81 41 76 80 99
15103
haakco
MCP Utils Claim 1
A comprehensive utilities library for building Model Context Protocol servers, …
F 30 54 90 66 N/A 49 90 59
15104
fengyinxia
fengyinxia-jimeng-mcp Claim 1
Create images and videos from prompts, with options for image mixing, reference…
F 30 66 54 66 0 40 76 78
15105
chantasticstream
An example MCP server that integrates WorkOS AuthKit to enable secure remote cl…
F 30 55 60 68 30 78 96
15106
ryoooo
e-Gov Law MCP Server Claim 1
Enables intelligent search and retrieval of Japanese legal statutes through the…
F 30 55 54 43 51 78 88
15107
Protogenus
Natural Voice MCP Claim 1 2
Provides tools and resources to detect AI-generated writing patterns and refine…
F 30 54 90 45 N/A 53 90 97
15108
AnuragRai017
Python Docs Server Claim 1 3
An MCP server that enables users to fetch Python documentation using the Brave …
F 30 55 63 100 41 80 53
15109
ai-zerolab
Yourware MCP Claim 1 2
An MCP server that allows users to upload projects (single files or directories…
F 30 66 47 66 0 73 80 91
15110
Intina47
context-sync Claim 1 2
Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Win…
F 30 54 90 58 N/A 76 90 92
15111
StevenFengLi
Haiguitang MCP Server Claim 1
Enables LLMs to host and play Situation Puzzle (海龟汤) games where users solve my…
F 30 54 50 50 N/A 23 87 76
15112
kirtiapte
Petclinic MCP Server Claim 1
Enables interaction with the Swagger Petstore API (Petclinic v2) to fetch and m…
F 30 55 50 22 29 78 70
15113
antonpk1
Enables Claude to render interactive, real-time spreadsheets with streaming cel…
F 30 55 78 58 50 80 61
15114
milisp
Awesome Claude Desktop Extensions (dxt) (not only Claude) mcpb
F 30 54 84 57 N/A 65 88 99
15115
fayazara
docs-to-mcp Claim 1
A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances in…
F 30 55 60 61 30 80 94
15116
Synohara
supercollider-mcp Claim 1 2
supercollider-mcp
F 30 55 54 100 N/A 59 87 19
15117
FradSer
An intelligent MCP server that automatically generates Conventional Commits sty…
F 30 55 72 35 41 76 78
15118
waura
Civitai MCP Server Claim 1
Enables interaction with the Civitai API to search for AI models, browse images…
F 30 55 66 71 42 82 97
15119
ag2-mcp-servers
This MCP server provides access to the KumpeApps API, enabling users to interac…
F 30 55 60 45 21 76 82
15120
JamieWonderchild
Enables seamless real-time collaboration between Claude Code and the Gemini CLI…
F 30 54 78 33 N/A 16 84 100
15121
Vikrant-Khedkar
API Tester MCP Server Claim 1 3
A Model Context Protocol server that allows Claude to make API requests on your…
F 30 55 51 31 20 80 99
15122
iOSDevSK
mcp-for-woocommerce Claim 1
WooCommerce MCP Server — WordPress community plugin implementing the Model Cont…
F 30 54 90 60 N/A 66 87 91
15123
RafalWilinski
aws-mcp Claim 1 2
Talk with your AWS using Claude. Model Context Protocol (MCP) server for AWS. B…
F 30 54 90 65 N/A 30 84 89
15124
Vizioz
Swagger MCP Claim 1 2
An MCP server that connects to a Swagger specification and helps an AI to build…
F 30 54 77 62 N/A 56 90 92
15125
MarkusPfundstein
mcp-obsidian Claim 1
Interacting with Obsidian via REST API
F 30 55 90 67 50 80 98
15126
Hajime-Y
An agent-based tool that provides web search and advanced research capabilities…
F 30 55 60 55 43 80 75
15127
intellectronica
ez-mcp Claim 1
The easiest path to getting an MCP server going
F 30 54 68 33 N/A 39 94 88
15128
CortexGuardAI
Enables integration with Cortex Context services through the Model Context Prot…
F 30 55 94 71 51 76 93
15129
DARPAI
DARPEngine Claim 1
Stores metadata for MCP servers and provides smart search capabilities, allowin…
F 30 55 78 66 43 78 85
15130
Triple-Whale
triplewhale Claim 1
Triplewhale MCP Server
F 30 64 92 65 0 49 90 90
15131
git-guocc
Enables automated collection and AI-powered filtering of public QQ channel post…
F 30 55 42 33 20 80 85
15132
smcdonnell7
Content Plan Builder Claim 1 3
An MCP server that uses AI to generate structured Asana project plans from dive…
F 30 55 81 71 27 80 90
15133
houtini-ai
geo-analyzer Claim 1
AI search optimization analysis with actionable findings and gap analysis
F 30 54 94 65 N/A 64 81 97
15134
kamath
scrapegraph-mcp Claim 1
F 30 54 68 63 N/A 48 90 95
15135
EBonura
PICO-8 MCP Server Claim 1 2
An MCP server for analyzing, manipulating, and documenting PICO-8 game carts us…
F 30 54 75 53 N/A 32 87 100
15136
jageenshukla
A demonstration server that implements the Model Context Protocol (MCP) SDK, pr…
F 30 54 62 65 N/A 44 89 64
15137
ziangziangziang
Mermaid MCP Server Claim 1
Enables agents to search official Mermaid diagram syntax documentation and vali…
F 30 55 78 65 32 80 94
15138
1999AZZAR
Project Guardian MCP Claim 1 2
A focused project memory system that provides knowledge graph capabilities and …
F 30 54 100 30 N/A 50 87 92
15139
robertcedwards
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
F 30 55 60 67 26 78 79
15140
jmh108
MD Webcrawl MCP Claim 1 2
A Python-based MCP server that crawls websites to extract and save content as m…
F 30 55 60 30 30 80 95
15141
KevinDigran97
Notion MCP Server Claim 1
Enables AI agents to interact with Notion workspaces through the Notion API, al…
F 30 55 84 63 55 80 81
15142
danielfleischer
mu-mcp Claim 1 2
An MCP server that enables querying, viewing, and interacting with local emails…
F 30 54 45 22 N/A 54 80 87
15143
juehang
vscode-mcp-server Claim 1 2
A MCP Server that allows AI such as Claude to read from the directory structure…
F 30 54 57 63 N/A 82 87 91
15144
theforeman
Foreman MCP Server Claim 1
Enables interaction with Foreman instances to manage systems through the Model …
F 30 55 72 63 51 76 87
15145
gogabrielordonez
mcp-ragchat Claim 1
Add RAG-powered AI chat to any website with one command. Local vector store, mu…
F 30 54 72 61 N/A 54 90 90
15146
Cool-Coder174
UMLmcp Claim 1
Enables users to generate PlantUML code for UML Class and Sequence diagrams usi…
F 30 55 68 52 43 80 91
15147
iridite
Provides free Bing search capabilities without an API key, with smart language …
F 30 54 88 41 50 90 81
15148
alperenkocyigit
dictionary-mcp Claim 1
F 30 54 32 22 N/A 9 94 97
15149
clanker-lover
SPICEBridge Claim 1
AI-powered circuit design through simulation — an MCP server that gives languag…
F 30 54 82 46 67 90 91
15150
sayranovv
Notes MCP Server Claim 1
Enables creating, managing, and searching Markdown notes with support for tags,…
F 30 54 48 25 N/A 43 90 98
Showing 15101–15150 of 66502 servers
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