MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23301
Techopolis
AI agent skills, agent teams, MCP servers, and tools that make AI coding assist…
C 60 3⁄3 ◐ ⏳ 44 N/A N/A 39 95 —
23302
ideadesignmedia
Enables management of multiple Google Calendar accounts with support for search…
C 60 4⁄3 ◐ ⏳ 42 72 N/A 27 95 —
23303
hannesnortje
Provides intelligent memory management capabilities using Qdrant vector databas…
C 60 4⁄4 ◐ ⏳ 84 33 — 30 81 —
23304
Michael2150
Firebird database MCP server that reads connection details from [FlameRobin's](…
C 60 3⁄3 ◐ ⏳ 36 N/A N/A 54 95 —
23305
darylerivers
nicheiqs ⚡ Claim 1
Score any market niche 0-100. Analyzes Reddit pain signals, Google Trends, and …
C 60 3⁄3 ◐ ⏳ 54 N/A N/A 39 83 —
23306
paradoxsyn
rivemcp ⚡ Claim 1
MCP server for creating and editing Rive (.riv) animation files. 139 tools for …
C 60 3⁄3 ◐ ⏳ 41 N/A N/A 47 95 —
23307
civilian7
korean-people-persona ⚡ Claim 1
MCP server for querying a database of 1 million Korean personas with full-text …
C 60 3⁄3 ◐ ⏳ 51 N/A N/A 27 95 —
23308
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 3⁄3 ◐ ⏳ 48 N/A N/A 33 95 —
23309
xmkevinchen
calibre-mcp ⚡ Claim 1
An MCP server for managing local Calibre libraries using the calibredb CLI. It …
C 60 3⁄3 ◐ ⏳ 51 N/A N/A 27 95 —
23310
HavartiBard
Homelab MCP ⚡ Claim
Provides unified access to multiple homelab services including Nginx Proxy Mana…
C 60 4⁄4 ◐ ⏳ 66 58 — 24 81 —
23311
SeeleAI
Enables LLM agents to capture screenshots and visualize runtime behavior within…
C 60 3⁄3 ◐ ⏳ 48 N/A N/A 32 95 —
23312
drzln
Curupira ⚡ Claim
Enables AI assistants to debug frontend applications by providing direct access…
C 60 4⁄3 ◐ ⏳ 56 30 N/A 58 95 —
23313
davidpius95
ProxmoxMCP-Plus ⚡ Claim
Enhanced MCP server for managing Proxmox virtualization platforms with complete…
C 60 4⁄4 ◐ ⏳ 48 68 — 42 81 —
23314
larasrinath
Anaplan MCP ⚡ Claim 1
An MCP server that connects AI assistants to Anaplan's Integration API v2, enab…
C 60 4⁄4 ◐ ⏳ 49 40 — 76 83 —
23315
MCPShield-Dev
mcpshield ⚡ Claim
Security scanner for MCP servers - detects tool poisoning and injection
C 60 3⁄3 ◐ ⏳ 48 N/A N/A 35 95 —
23316
gt-protocol
Connects MCP-compatible AI agents to GT Protocol trading accounts, enabling nat…
C 60 3⁄3 ◐ ⏳ 48 N/A N/A 35 95 —
23317
budaesandrei
Desktop MCP ⚡ Claim
Enables AI assistants to capture and analyze screen content across multi-monito…
C 60 4⁄3 ◐ ⏳ 60 55 N/A 19 95 —
23318
hpohlmann
Home Assistant MCP ⚡ Claim
A Model Context Protocol (MCP) integration that allows AI assistants to control…
C 60 4⁄4 ◐ ⏳ 64 43 — 48 82 —
23319
stevearagonsite
Python Server MCP ⚡ Claim
A cryptocurrency price service that provides real-time crypto pricing informati…
C 60 4⁄4 ◐ ⏳ 56 57 — 41 82 —
23320
Automattic
WordPress MCP ⚡ Claim
A WordPress plugin that implements the Model Context Protocol to enable AI mode…
C 60 4⁄4 ◐ ⏳ 60 43 — 53 81 —
23321
dontsovcmc
yandex-metrika ⚡ Claim 2
MCP server for Yandex Metrika API — counters, goals, reports, segments, logs
C 60 3⁄3 ◐ ⏳ 59 N/A N/A 32 83 —
23322
dontsovcmc
ozon-seller ⚡ Claim 2
MCP server for Ozon Seller API — products, FBS/FBO, finance, analytics, returns
C 60 3⁄3 ◐ ⏳ 47 N/A N/A 50 83 —
23323
weibaohui
k8m Claim
Provides MCP multi-cluster Kubernetes management and operations, featuring a ma…
C 60 4⁄4 ◐ ⏳ 54 32 — 82 81 —
23324
CoplayDev
Unity plugin for Coplay
C 60 3⁄3 ◐ ⏳ 50 N/A N/A 32 95 —
23325
Owen123-lang
Netmiko MCP Server ⚡ Claim
Enables interaction with Cisco network devices through SSH using Netmiko. Suppo…
C 60 4⁄4 ◐ ⏳ 78 48 — 25 76 —
23326
igorzheludkov
Metro Logs MCP ⚡ Claim
Captures and provides access to React Native console logs from Metro bundler, e…
C 60 4⁄3 ◐ ⏳ 48 33 N/A 78 90 —
23327
JordanDalton
An MCP server that allows AI assistants to interact with the ServiceTitan API, …
C 60 4⁄3 ◐ ⏳ 53 68 N/A 16 95 —
23328
AgentSeal
Security scores for 800+ MCP servers. 9 analyzers scan for prompt injection, to…
C 60 3⁄3 ◐ ⏳ 52 N/A N/A 28 95 —
23329
AlexMili
Awesome-MCP Claim
Awesome ModelContextProtocol resources - A curated list of MCP resources
C 60 3⁄3 ◐ ⏳ 44 N/A N/A 39 95 —
23330
pgallar
A Model-Controller-Proxy server that acts as an intermediary between clients an…
C 60 4⁄4 ◐ ⏳ 62 67 — 19 81 —
23331
Youhai020616
xiaohongshu-skill ⚡ Claim 1
MCP server for automating Xiaohongshu (RED Note). Publish posts, search content…
C 60 4⁄3 ◐ ⏳ 49 41 N/A 63 90 —
23332
succlz123
DeepCo Claim
A Chat Client for LLMs, written in Compose Multiplatform.
C 60 3⁄3 ◐ ⏳ 48 N/A N/A 32 95 —
23333
boyzhang666
Provides comprehensive statistical analysis tools for industrial data including…
C 60 4⁄4 ◐ ⏳ 54 72 — 22 82 —
23334
techspawn
A WooCommerce (MCP) Model Context Protocol server
C 60 4⁄3 ◐ ⏳ 56 36 N/A 51 95 —
23335
lxy2109
Tripo3D MCP Claim
A tool integration that wraps Tripo3D API capabilities for 3D model generation,…
C 60 4⁄4 ◐ ⏳ 54 63 — 37 81 —
23336
chandrahasM
This MCP Server enables users to interact with HubSpot's marketing events API, …
C 60 4⁄3 ◐ ⏳ 60 55 N/A 21 95 —
23337
getagentseal
Security scores for 800+ MCP servers. 9 analyzers scan for prompt injection, to…
C 60 3⁄3 ◐ ⏳ 52 N/A N/A 26 95 —
23338
juststank
Enables programmatic management of FortiGate firewall devices through MCP, supp…
C 60 4⁄4 ◐ ⏳ 42 68 — 50 82 —
23339
stackhawk
stackhawk ⚡ Claim 2
An MCP server that provides interaction with StackHawk's security scanning plat…
C 60 4⁄3 ◐ ⏳ 63 43 N/A 47 83 —
23340
Nebhg
SQL Server MCP Server ⚡ Claim 1
Enables AI assistants to interact with SQL Server databases through natural lan…
C 60 4⁄4 ◐ ⏳ 78 51 — 18 76 —
23341
ithiria894
Curated workflow recipes that combine hooks, MCP servers, skills, agents, and C…
C 60 3⁄3 ◐ ⏳ 44 N/A N/A 42 95 —
23342
joelverhagen
A sample MCP server using the MCP C# SDK. Generates random numbers and random w…
C 60 3⁄3 ◐ ⏳ 52 N/A N/A 26 95 —
23343
DauQuangThanh
SSO MCP Server ⚡ Claim
Provides Azure Entra ID authenticated access to organizational development reso…
C 60 4⁄4 ◐ ⏳ 60 48 — 47 81 —
23344
vibheksoni
The only browser automation that bypasses anti-bot systems. AI writes network h…
C 60 4⁄3 ◐ ⏳ 54 30 N/A 83 82 —
23345
s-stefanov
actual-mcp ⚡ Claim 1
MCP server for integrating Actual Budget with Claude and other LLM assistants.
C 60 4⁄3 ◐ ⏳ 41 28 N/A 91 94 —
23346
SiegKat
A multi-agent research system using a shared blackboard (belief store) for agen…
C 60 3⁄3 ◐ ⏳ 42 N/A N/A 45 95 —
23347
GongRzhe
A server that enables creating and editing PowerPoint presentations programmati…
C 60 4⁄4 ◐ ⏳ 60 33 — 71 80 —
23348
NuGet
nuget Claim
A Model Context Protocol (MCP) server for NuGet.
C 60 3⁄3 ◐ ⏳ 40 N/A N/A 47 95 —
23349
lineex
mcp-simple-pubmed ⚡ Claim
C 60 4⁄3 ◐ ⏳ 64 35 N/A 42 95 —
23350
groovy-web
ai-testing-mcp ⚡ Claim 1
MCP server for comprehensive AI testing, evaluation, and quality assurance
C 60 3⁄3 ◐ ⏳ 39 N/A N/A 48 95 —
Showing 23301–23350 of 69236 servers
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