MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15701
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
15702
jmanhype
Dart MCP Server Claim 1
A Dart-based MCP server implementation that enables AI-assisted task management…
F 30 55 100 58 48 69 98
15703
jordanburke
kuzudb-mcp-server Claim 1 2
A Model Context Protocol server that provides access to Kuzu databases. This se…
F 30 55 85 66 58 76 100
15704
dianfengxiaobo
OPTIMADE MCP Server Claim 1
Enables natural language querying of OPTIMADE-compatible material databases lik…
F 30 55 84 82 42 80 79
15705
atom2ueki
A bridge between iOS simulators and the Model Context Protocol, enabling progra…
F 30 54 66 60 N/A 51 90 84
15706
howardpen9
kimi-code-mcp Claim 1 2
Connects Kimi Code with Claude Code, enabling Claude to delegate bulk codebase …
F 30 54 57 62 N/A 69 90 93
15707
ipradeep99
Prophet MCP Server Claim 1 2
An MCP server powered by Meta's Prophet that enables LLMs to perform time-serie…
F 30 55 69 51 48 78 91
15708
niradler
Planer MCP Server Claim 1
An intelligent task management server that generates context-aware engineering …
F 30 55 60 58 29 80 93
15709
bicavito
Arcate MCP Connect Claim 1 2
Gives AI agents direct access to your Arcate product discovery workspace to rea…
F 30 55 78 75 30 80 88
15710
kore-01
An MCP server that provides real-time stock data, technical indicators, and fin…
F 30 55 57 58 25 77 86
15711
Jadael
Ollama MCP Server Claim 1 2
Enables Claude to delegate coding tasks to local Ollama models, reducing API to…
F 30 54 90 55 N/A 47 84 92
15712
siri100
WDIO MCP Server Claim 1
A custom Model Context Protocol server that enables GitHub Copilot Agent to per…
F 30 54 56 62 N/A 27 90 100
15713
Imsxm15
awesome-ai-apps Claim 1
F 30 54 90 55 N/A 51 89 91
15714
glidea
zenfeed Claim 1
Make RSS 📰 great again with AI 🧠✨!! [作者新开的Gpt模型中转站 - 0.2 倍率, 0.2元当1刀花,比官方便宜35倍 …
F 30 54 78 31 N/A 74 87 91
15715
Abhi-vish
Code Buddy Claim 1
A comprehensive MCP server that provides AI assistants with tools for file syst…
F 30 54 90 36 N/A 51 84 96
15716
g0t4
MCP Server Memory File Claim 1 4
An MCP server that allows Claude and other LLMs to manage persistent memories a…
F 30 55 65 56 24 78 100
15717
johan-perso
MCP Shop Server Claim 1
Enables AI models to find the best online deals by browsing and interacting wit…
F 30 55 72 100 N/A 41 90 63
15718
blankbrackets
postgres-mcp Claim 1 2
F 30 54 100 60 N/A 60 90 93
15719
luquitared
A starter template for building MCP (Model Context Protocol) servers that can i…
F 30 55 54 100 N/A 21 94 64
15720
deadletterq
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes fr…
F 30 66 76 53 0 59 80 95
15721
XiaoYijiang-c
lunar-mcp Claim 1
lunar-mcp is a Go-based MCP server that provides 28+ tools for Chinese traditio…
F 30 54 76 55 N/A 51 92 77
15722
Traia-IO
Test MCP Server Traia Claim 1
This MCP server provides access to the Test mcp server Traia API, enabling AI a…
F 30 55 72 43 27 81 99
15723
wolfe-jam
faf-mcp Claim 1
Dedicated IDE Edition IANA-registered .faf format for persistent AI project co…
F 30 66 84 62 0 88 80 99
15724
inkeep
Inkeep MCP Server Claim 1
A server that connects Claude to your documentation via Inkeep's API, enabling …
F 30 55 54 57 45 76 95
15725
dmarsters
Converts quantum circuits into ZX-diagrams using categorical quantum mechanics,…
F 30 54 60 27 N/A 30 92 100
15726
kokushin
Generates 'Kotonoha Sisters Explainer' style scenarios for the exia novel game …
F 30 55 48 57 28 76 59
15727
uju777
Search Naver (Korea's #1 search engine) for shopping prices, real-time news, an…
F 30 55 70 30 57 80 61
15728
Steemhunt
mintclub Claim 1
Trade bonding curve tokens on Base via Mint Club V2 — buy, sell, swap, create
F 30 54 84 52 N/A 39 67 98
15729
StepByStep-1
Windows-MCP Claim 1
Enables AI agents to interact with Windows operating systems through native UI …
F 30 54 54 52 N/A 45 84 99
15730
bjh5098
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
F 30 54 72 71 N/A 32 90 59
15731
omd01
AWS SES Email Sender Claim 1 2
Send emails directly from your applications using AWS SES. Integrate seamlessly…
F 30 55 57 60 N/A 44 76 97
15732
Stig-Johnny
Enables interaction with Slack channels including checking Xcode Cloud build st…
F 30 55 94 61 59 80 93
15733
docker
hub-mcp Claim 1
Official MCP server to interact with Docker Hub, providing access to repositori…
F 30 55 80 72 68 78 91
15734
FelippeFarias
Refine Prompt Claim 1 2
An MCP server that uses Claude 3.5 Sonnet to transform ordinary prompts into st…
F 30 55 57 61 45 80 98
15735
ap425q
cutterMCP Claim 1 2
An MCP server that enables LLMs to autonomously reverse engineer applications t…
F 30 54 59 33 N/A 47 84 100
15736
mmorris35
Generate comprehensive, paint-by-numbers development plans using the [ClaudeCod…
F 30 66 72 67 0 36 76 92
15737
Rootly-AI-Labs
Rootly Claim 1
Incident management, on-call scheduling, and intelligent analysis powered by Ro…
F 30 66 72 45 0 78 69 100
15738
r3-yamauchi
Enables secure interaction with kintone through OAuth authentication, supportin…
F 30 55 66 70 41 80 92
15739
reading-plus-ai
Enables autonomous data exploration on .csv-based datasets, providing intellige…
F 30 55 66 58 47 74 85
15740
Kartik-2239
Pokemon MCP Server Claim 1 2
An MCP server that enables AI agents to play Pokémon games by providing a funct…
F 30 54 51 50 N/A 27 89 98
15741
pree-dew
mcp-bookmark Claim 1 2
Enables AI assistants to save and search bookmarks with semantic search using O…
F 30 54 49 27 N/A 28 77 94
15742
noor188
A sample implementation of Model Context Protocol server using Next.js and the …
F 30 55 68 52 42 82 73
15743
duckmak14
Netbox MCP Server Claim 1
A powerful integration server that combines Netbox's network infrastructure man…
F 30 55 60 30 24 76 87
15744
liaosiqian
Provides a Qt-based graphical interface for AI tools like Cursor to facilitate …
F 30 54 54 56 N/A 36 90 91
15745
agent-polis
impact-preview Claim 1 2
Impact preview for AI agents - see what changes before any action executes.
F 30 54 54 43 N/A 72 90 95
15746
jjdelorme
SQL Analysis MCP Server Claim 1 2
An MCP server designed for SQL analysis that demonstrates sampling capabilities…
F 30 54 45 25 N/A 21 90 93
15747
CaptainCrouton89
A starter template for building custom MCP servers with example tools, TypeScri…
F 30 55 60 62 28 80 87
15748
rabwill
Enables management of insurance claims, inspections, and contractors through in…
F 30 54 78 51 N/A 35 90 94
15749
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
15750
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
Showing 15701–15750 of 66502 servers
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