MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17551
sparkvibe-io
MemoryMesh Claim
The SQLite of AI Memory — persistent, zero-dependency memory for any LLM applic…
D 54 55 96 10 0 79 80
17552
ravitemer
mcphub.nvim Claim
An MCP client for Neovim that seamlessly integrates MCP servers into your editi…
D 54 44 50 12 N/A 75 85
17553
shunshi-ai
bazi-reader-mcp Claim
Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time corr…
D 54 44 72 0 N/A 62 81
17554
MCPAmpel
Scan installed MCP servers for security vulnerabilities with 16 detection engin…
D 54 44 90 0 N/A 48 69
17555
oagrawal
Enables AI development tools to maintain context across chat sessions with auto…
D 54 53 78 56 0 27 95
17556
leo4life2
A client library that connects AI agents to Minecraft servers, providing full g…
D 54 55 84 51 0 42 81
17557
asif-nvc
e2b-sandbox-mcp Claim
Connect Claude Code with E2B cloud sandboxes — 29 tools for creating isolated L…
D 54 44 76 0 52 81
17558
233stone
vocotype Claim
VocoType 是一款运行在本地端侧的隐私安全语音输入工具,通过快捷键即可将语音实时转换为文字并自动输入到当前应用。支持语音转文字MCP、AI 优化文本、自…
D 54 44 54 28 N/A 52 80
17559
Frontier-Compute
zcash-mcp Claim
Zcash shielded operations for AI agents. Memo decoding, attestation, proof veri…
D 54 44 72 0 N/A 74 69
17560
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables interaction with Google…
D 54 44 60 45 N/A 21 82
17561
safedep
vet Claim
vet-mcp checks open source packages—like those suggested by AI coding tools—for…
D 54 53 56 40 0 85 95
17562
rize-io
rize-mcp-server Claim 2
MCP server for Rize -- automatic time tracking for professionals and teams. 27 …
D 54 44 71 10 48 81
17563
kuberstar
qartez-mcp Claim
Semantic code intelligence MCP server for Claude Code - project maps, symbol se…
D 54 44 64 0 N/A 71 81
17564
TheBlackCompany
Umbrella Terminal MCP Claim 1
Provides access to 67 tools for querying Colorado legislative intelligence, inc…
D 54 44 60 38 N/A 27 82
17565
srotzin
Headless MCP server for Simpson Strong-Tie product data. Provides AI agents wit…
D 54 44 86 0 35 81
17566
transcribe-app
MCP-Transcribe server allows LLMs to interact with the text content of audio/vi…
D 54 53 72 41 0 60 95
17567
agentc22
50+ pay-per-call APIs for AI agents — images, LLM, code, crypto, travel & more …
D 54 55 72 72 0 37 78
17568
KAIpany
Enables AI assistants to interact with Feishu/Lark platform through comprehensi…
D 54 55 66 67 0 54 78
17569
Agentled
mcp-server Claim
Intelligent AI workflow orchestration with long-term memory, 100+ integrations,…
D 54 44 84 0 N/A 56 69
17570
CSOAI-ORG
Enables AI agents to perform web searches via DuckDuckGo without API keys and a…
D 54 44 76 0 N/A 52 81
17571
ennuiii
Enables interaction with Azure DevOps services through Personal Access Token au…
D 54 55 86 63 0 26 81
17572
mcp-auth
js Claim
🔐 Plug-and-play auth for Node.js MCP servers.
D 54 53 56 53 0 71 95
17573
madarco
Access any documentation indexed by RagRabbit Open Source AI site search
D 54 55 64 71 0 54 81
17574
speakeasy-api
gram Claim
Securely scale AI usage across your organization. Control plane for building, …
D 54 53 58 42 0 84 95
17575
Southclaws
Storyden Claim
A modern community hub with forum and knowledge base. Native MCP built-in, read…
D 54 53 54 51 0 77 95
17576
lemonade-sdk
lemonade Claim
Lemonade helps users discover and run local AI apps by serving optimized LLMs r…
D 54 53 60 38 0 82 95 C
17577
devingoodsell
Maître d'MCP Claim 1
An MCP server for restaurant discovery and booking across Resy and OpenTable vi…
D 54 44 57 40 N/A 29 82
17578
pickelfintech
Comment moderation and intelligence for any article: bot/spam detection, multil…
D 54 44 84 0 42 81
17579
ksimback
hermes-atlas-mcp Claim 1
Search and fetch 100+ Hermes Agent tools, skills, plugins, and integrations fro…
D 54 44 78 0 N/A 50 81
17580
heavysword1
MemoryAPI Claim
Persistent memory for AI agents. Store and semantically search memories via RES…
D 54 44 90 0 30 81
17581
shivasurya
Code intelligence MCP server: call graphs, type inference, and symbol search fo…
D 54 53 64 40 0 75 95
17582
letsgomaslow
think-mcp Claim
Provides structured thinking tools including mental models, design patterns, de…
D 54 55 78 63 0 37 81
17583
ag2-mcp-servers
Auto-generated MCP server that enables interaction with Google's Cloud DNS API …
D 54 44 60 42 21 84
17584
avelino
mcp Claim
CLI that turns MCP servers into terminal commands, single binary
D 53 44 60 0 N/A 73 81
17585
hyprmcp
jetski Claim
Authentication, analytics, and prompt visibility for MCP servers with zero code…
D 53 53 54 41 0 85 95
17586
HarshKumarSharma
A comprehensive server that provides AI-powered GitHub project management with …
D 53 55 84 35 0 57 80
17587
CashLabs-Dev
A comprehensive Bitcoin Cash (BCH) MCP server that enables wallet management, t…
D 53 55 78 62 0 30 81
17588
robshox
Enables AI agents to interact with your Lunch Money personal finance data, prov…
D 53 44 72 0 54 81
17589
Rootly-AI-Labs
A remote MCP server that provides AI agents access to the Rootly API for incide…
D 53 44 64 32 23 83
17590
PackmindHub
mcp-server Claim
Packmind captures, scales, and enforces your organization's technical decisions.
D 53 55 54 46 0 88 83
17591
thijssmudde
agentreacher Claim
Connect your AI to social media. Create, schedule, and publish posts to 9+ plat…
D 53 44 64 0 N/A 82 69
17592
cgoinglove
Just a Better Chatbot. Powered by Agent & MCP & Workflows.
D 53 53 60 31 0 84 95
17593
Mohammed-Rashad
Stream Claim
Stream MCP server https://streampay.sa/
D 53 55 72 72 0 30 82
17594
digicatalyst-systems
dep-diff-mcp Claim
Translates a lockfile diff into a human-readable upgrade plan for npm and PyPI.…
D 53 55 90 10 0 79 81
17595
keboola
mcp Claim
Connect your AI assistants to Keboola and expose your data, transformations, SQ…
D 53 55 90 10 0 75 86
17596
UseJunior
Safe Docx Claim
AI-native surgical editing of existing Word .docx files with formatting preserv…
D 53 44 54 0 N/A 83 81
17597
geter-andru
19 buyer intelligence tools for technical founders selling to enterprises.
D 53 53 60 68 0 49 83
17598
ag2-mcp-servers
An MCP (Multi-Agent Conversation Protocol) Server that provides access to Googl…
D 53 44 60 40 21 82
17599
syuaibsyuaib
Cross-device communication between AI agents over the public internet
D 53 55 72 50 0 59 81
17600
stefanstojanovicstefa-creator
Vora Claim
First Voice AI MCP for AI Agents
D 53 44 72 0 53 81
Showing 17551–17600 of 67226 servers
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