MCP Server Quality Scores

Independent quality analysis of 60196 public MCP servers

60196
Discovered
29919
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23301
DemoDaygit
Enterprise-grade MCP server with multi-agent system that enables AI-powered bus…
C 60 44 74 43 34 80
23302
saxxon66
A bridge that enables AI assistants to connect to VS Code's debugger, allowing …
C 60 43 64 32 N/A 43 95
23303
jweingardt12
MLB MCP Claim
Provides easy access to MLB, Baseball Savant, Statcast, and Fangraphs baseball …
C 60 44 84 28 34 81
23304
drzln
Curupira Claim
Enables AI assistants to debug frontend applications by providing direct access…
C 60 43 56 30 N/A 58 95
23305
raydeStar
sir-thaddeus Claim
A privacy-first, local AI copilot and permissioned agent runtime for Windows. P…
C 60 43 60 27 N/A 67 87
23306
theo-nash
Claude Slack Claim
Enables structured team communication for Claude Code agents through Slack-like…
C 60 44 60 42 55 81
23307
micl2e2
mcpc Claim
Cross-platform C SDK for Model Context Protocol (MCP), in modern🚀 C23.
C 60 33 44 N/A N/A 39 95 C
23308
andybrandt
🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his ass…
C 60 43 60 43 N/A 42 92
23309
alialobidm
Playwright MCP Claim 1
A Model Context Protocol server that provides browser automation capabilities b…
C 60 44 71 27 60 81
23310
yuyuanweb
基于 Spring AI 的面试鸭搜索题目的 MCP Server 服务,快速让 AI 搜索企业面试真题和答案
C 60 33 48 N/A N/A 33 95
23311
joonheeu
Production-ready API server template integrating FastAPI with Model Context Pro…
C 60 33 50 N/A N/A 31 95
23312
Howardzhangdqs
mcp-wechat-server Claim
A WeChat robot server based on the Model Context Protocol that enables AI agent…
C 60 33 48 N/A N/A 32 95
23313
UserB1ank
MCP server for managing interactive processes, enabling AI agents to start, int…
C 60 33 41 N/A N/A 47 95
23314
MCPStar
🚀 A curated list of awesome Desktop Extensions (DXT) and MCP servers for Claude…
C 60 33 48 N/A N/A 34 95
23315
empires-security
Demonstrates how to secure an MCP server with OAuth 2.1 using AWS Cognito, with…
C 60 43 56 43 50 91
23316
cyanheads
Exploring the Model Context Protocol (MCP) through practical guides, clients, a…
C 60 33 44 N/A N/A 39 95
23317
amxv
mcp-manager Claim
simple web ui to manage mcp (model context protocol) servers in the claude app
C 60 43 58 30 N/A 58 95
23318
LabForgeDev
Copilot Memory MCP Claim
Persistent semantic memory for AI agents using local ChromaDB vector search. No…
C 60 43 56 37 N/A 60 87
23319
NuGet
nuget Claim
A Model Context Protocol (MCP) server for NuGet.
C 60 33 40 N/A N/A 47 95
23320
stackhawk
stackhawk Claim 2
An MCP server that provides interaction with StackHawk's security scanning plat…
C 60 43 63 43 N/A 47 83
23321
leaper-mcp
Convert images to desired formats or styles seamlessly. Enhance your applicatio…
C 60 44 54 55 55 76
23322
GongRzhe
A server that enables creating and editing PowerPoint presentations programmati…
C 60 44 60 33 71 80
23323
foxibu
MCP Kali Server Claim
Connects AI assistants to 55+ Kali Linux security tools for automated CTF solvi…
C 60 43 72 31 N/A 31 95
23324
ithiria894
Curated workflow recipes that combine hooks, MCP servers, skills, agents, and C…
C 60 33 44 N/A N/A 42 95
23325
Youhai020616
xiaohongshu-skill Claim 1
MCP server for automating Xiaohongshu (RED Note). Publish posts, search content…
C 60 43 49 41 N/A 63 90
23326
langadventurellc
Task Trellis MCP Claim 1
An MCP server for Task Trellis that provides tools for AI coding agents to mana…
C 60 43 45 47 N/A 57 95
23327
mintonzhang
cnblogs-mcp Claim
Enables publishing Markdown blog posts to cnblogs.com via MCP protocol using na…
C 60 33 54 N/A N/A 25 95
23328
selent-ai
Selent MCP Claim
Provides dynamic access to the entire Meraki Dashboard API plus advanced compli…
C 60 33 50 29 95
23329
s-stefanov
actual-mcp Claim 1
MCP server for integrating Actual Budget with Claude and other LLM assistants.
C 60 43 41 28 N/A 91 94
23330
civilian7
korean-people-persona Claim 1
MCP server for querying a database of 1 million Korean personas with full-text …
C 60 33 51 N/A N/A 27 95
23331
paradoxsyn
rivemcp Claim 1
MCP server for creating and editing Rive (.riv) animation files. 139 tools for …
C 60 33 41 N/A N/A 47 95
23332
NBWolfer
A FastAPI-based banking API designed for portfolio analysis and customer data m…
C 60 43 48 72 N/A 16 95
23333
paulhkang94
markview Claim
Native macOS markdown preview app with MCP server. Open and render Markdown fil…
C 60 43 60 12 N/A 78 95
23334
igorzheludkov
Metro Logs MCP Claim
Captures and provides access to React Native console logs from Metro bundler, e…
C 60 43 48 33 N/A 78 90
23335
lxy2109
Tripo3D MCP Claim
A tool integration that wraps Tripo3D API capabilities for 3D model generation,…
C 60 44 54 63 37 81
23336
nikulk2992-jpg
prismhr-mcp Claim 2
MCP server for PrismHR, enabling AI agents to automate payroll, benefits, compl…
C 60 33 60 52 67
23337
nhevers
mcpx Claim
MCP client with connection pooling
C 60 43 80 28 N/A 28 90
23338
MCPShield-Dev
mcpshield Claim
Security scanner for MCP servers - detects tool poisoning and injection
C 60 33 48 N/A N/A 35 95
23339
undici77
Enables privacy-focused web searches, social media lookups, and web archive ret…
C 60 44 58 60 37 81
23340
umin-ai
Aggregates multiple remote Model Context Protocol endpoints and exposes them th…
C 60 44 58 56 41 81
23341
pgallar
A Model-Controller-Proxy server that acts as an intermediary between clients an…
C 60 44 62 67 19 81
23342
ajeetraina
Provides real-time access to Bangalore's public transportation information incl…
C 60 44 56 55 45 81
23343
rishipradeep-think41
Enables comprehensive Google Drive operations including file management, conten…
C 60 44 54 61 40 81
23344
hithereiamaliff
A comprehensive Model Context Protocol (MCP) server that enables AI assistants …
C 60 55 94 60 0 54 81
23345
davidpius95
ProxmoxMCP-Plus Claim
Enhanced MCP server for managing Proxmox virtualization platforms with complete…
C 60 44 48 68 42 81
23346
huazhengwang
MCP Server Claim
A Multi-Agent Conversation Protocol Server for the BrowserBase API, auto-genera…
C 60 43 60 60 N/A 21 90
23347
swgee
BurpMCP Claim
Burp Suite Extension with MCP Server to enhance manual application security tes…
C 60 43 60 27 N/A 60 95
23348
ideadesignmedia
Enables management of multiple Google Calendar accounts with support for search…
C 60 43 42 72 N/A 27 95
23349
vibheksoni
The only browser automation that bypasses anti-bot systems. AI writes network h…
C 60 43 54 30 N/A 83 82
23350
mattcoatsworth
A comprehensive Model Context Protocol server that enables users to interact wi…
C 60 44 62 68 23 77
Showing 23301–23350 of 60196 servers
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