MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2701
pluginslab
wp-devdocs-mcp Claim 1
An MCP server that indexes WordPress hooks, filters, block registrations, and J…
B 77 54 69 58 N/A 75 90 99
2702
n8nKOR
n8n-workflow-mcp Claim
이젠 n8n workflow도 vibe 하게🚀 n8n workflow assistant mcp server
B 77 54 78 58 N/A 67 92 87
2703
Lee-Becky
mcp-google-ads Claim
B 77 54 76 66 N/A 44 95 95
2704
remit-md
Enables AI agents to perform financial transactions such as direct payments, es…
B 77 55 90 62 51 82 94
2705
Nirmal123K
MSSQL MCP Server Claim 1
Enables AI assistants to interact with both local SQL Server and Azure SQL Data…
B 77 55 84 72 54 76 94
2706
captaindatatech
A middleware API that connects AI assistants like ChatGPT to Captain Data tools…
B 77 55 78 72 57 82 91
2707
Shy2593666979
mcp-server-email Claim 1
一个基于 MCP (Model Context Protocol) 的邮件服务,支持 LLM 发送带附件的电子邮件及在指定目录中搜索文件。提供安全的 SMTP…
B 77 54 81 61 N/A 46 95 93
2708
kelvinchng
Enables searching, browsing, and installing OriginUI components through the Mod…
B 77 55 94 60 43 81 99
2709
CPR43
Metabase MCP Server Claim 1
Enables AI assistants to interact with Metabase analytics platform, allowing us…
B 77 54 90 72 N/A 23 87 99
2710
bluwork
mongo-scout-mcp Claim
Scout your MongoDB databases with AI - safety features, live monitoring, and da…
B 77 54 76 72 N/A 55 90 87
2711
qiniu
qiniu-mcp-server Claim
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, …
B 77 55 78 65 74 76 92
2712
Rudra-ravi
wikipedia-mcp Claim 2
A Model Context Protocol (MCP) server that retrieves information from Wikipedia…
B 77 55 88 82 N/A 91 94 24
2713
NPC-Worldwide
npcpy Claim
The python library for research and development in NLP, multimodal LLMs, Agents…
B 77 54 94 23 N/A 80 95 99
2714
kushal45
Gmail MCP Server Claim
Provides comprehensive Gmail integration with 25+ tools for intelligent email m…
B 77 55 90 63 51 81 94
2715
florianwittkamp
Enables interaction with Bring! shopping lists through natural language, allowi…
B 77 55 62 72 76 80 98
2716
hithereiamaliff
Typebot MCP Server Claim
Enables interaction with Typebot's REST API to create, manage, publish, and cha…
B 77 55 88 70 41 81 95
2717
Durable-Technology
mcp-micromanage Claim 1
Controls coding agents by enforcing structured implementation plans with PRs an…
B 77 55 76 100 N/A 41 95 60
2718
ucesys
Provides a standardized way to interact with MinIO object storage, allowing acc…
B 77 55 92 68 39 81 94
2719
NovaAI-innovation
CSV MCP Server Claim
Enables comprehensive CSV file management including creating, editing, analyzin…
B 77 55 78 82 N/A 28 95 90
2720
RPGMais
n8n MCP Server Claim
The most complete MCP server for n8n — 43 tools for workflows, data tables, and…
B 77 55 78 82 N/A 52 83 85
2721
Jacck
mcp-reasoner Claim 1
A systematic reasoning MCP server implementation for Claude Desktop with beam s…
B 77 55 100 100 45 80 39
2722
yamato-snow
FastMCP Claim
A TypeScript framework for building MCP servers with client session management …
B 77 55 78 71 49 81 100
2723
san-techie21
astracipher Claim
Cryptographic identity for AI agents: W3C DIDs, Verifiable Credentials, post-qu…
B 77 54 96 48 N/A 56 91 90
2724
aafsar
Enables AI assistants to manage tasks through a comprehensive interface with 8 …
B 77 55 94 65 28 82 100
2725
MUSE-CODE-SPACE
test-genie Claim
AI-powered app test automation for iOS, Android, Flutter, React Native, Web
B 77 55 90 100 N/A 49 95 36
2726
ahmaddioxide
image-resolver Claim 1
MCP server for context-aware royalty-free image search from Pexels and Unsplash
B 77 55 67 100 N/A 60 83 71
2727
u1pns
Provides comprehensive SQLite database interaction for AI agents, including dat…
B 77 55 88 100 N/A 38 95 48
2728
ie3jp
Read, manipulate, and export Adobe Illustrator design data. 26 tools. macOS | W…
B 77 44 67 N/A N/A 49 95 93
2729
ZhuBit
Local offline semantic search over documents (txt, md, pdf, docx, pptx, csv). I…
B 77 44 60 N/A N/A 62 95 93
2730
bin38
mysql_mcp Claim
B 77 54 90 68 N/A 24 95 92
2731
emiryasar
MCP Code Analyzer Claim 2
A comprehensive code analysis and management tool that integrates with Claude D…
B 77 54 96 53 N/A 41 92 92
2732
DanyelKirsch
Git MCP Server Claim 1
Provides comprehensive Git functionality to MCP clients, enabling users to mana…
B 77 54 90 58 N/A 39 87 100
2733
Abinesh0206
Enables comprehensive Kubernetes cluster management through kubectl operations,…
B 77 54 84 58 N/A 58 95 86
2734
glincker
glin-profanity-mcp Claim
Content moderation and profanity detection MCP server with 19 tools, 24 languag…
B 77 54 71 68 N/A 61 95 89
2735
jdickey1
IMAP Email MCP Server Claim 1
Enables AI assistants to read, search, compose, and send emails by connecting t…
B 77 55 94 62 40 78 100
2736
cloudwarriors-ai
A generic MCP server that dynamically exposes any OpenAPI-documented REST API t…
B 77 55 96 71 32 82 90
2737
f
Search and retrieve AI prompts from prompts.chat, the social platform for AI pr…
B 77 66 78 84 92 34 69 92
2738
YCSE
NanoBanana MCP Claim
MCP server that brings Gemini's image generation and editing capabilities to Cl…
B 77 54 90 53 N/A 50 95 91
2739
hiromitsusasaki
An integration that allows LLMs to interact with Raindrop.io bookmarks using th…
B 77 55 90 72 36 80 96
2740
yeuxuan
Acemcp Claim
Provides code repository indexing and semantic search capabilities, allowing na…
B 77 54 84 68 N/A 32 95 96
2741
paracetamol951
P-Link makes it incredibly easy for your AI agents to send money, receive payme…
B 77 55 67 98 38 81 92
2742
norandom
Integrates RAGFlow's knowledge base API with Claude Desktop for document retrie…
B 77 55 100 91 37 81 55
2743
gofireflyio
firefly-mcp Claim
Integrates, discovers, manages, and codifies cloud resources with [Firefly](htt…
B 77 55 78 65 77 76 89
2744
ZenRows
zenrows-mcp Claim
ZenRows MCP server — Universal Scraper API for AI coding assistants
B 77 54 80 73 N/A 55 81 91
2745
CryptoAPIs-io
mcp-market-data Claim 2
MCP server for cryptocurrency asset prices, exchange rates, and market metadata…
B 77 66 81 76 89 42 74 89
2746
StarrStack
Enables structured note-taking with markdown support, dynamic tagging system, a…
B 77 54 90 53 N/A 39 95 99
2747 B 77 54 94 71 N/A 24 90 90
2748
EGorsel
Enables AI agents to read and understand local Mendix project structure and log…
B 77 54 94 56 N/A 36 90 96
2749
darrenjrobinson
hibp Claim
A Model Context Protocol (MCP) server for the Have I Been Pwned (HIBP) API
B 77 54 82 71 N/A 55 81 92
2750
cdpath
MDict MCP Server Claim
A server that provides access to MDict dictionaries through the Model Context P…
B 77 54 68 62 N/A 62 94 100
Showing 2701–2750 of 67181 servers
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