MCP Server Quality Scores

Independent quality analysis of 60387 public MCP servers

60387
Discovered
29945
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24201
chaudepark
AbletonMCP Claim
A server that connects Ableton Live to Claude AI through the Model Context Prot…
D 53 43 48 33 N/A 41 90
24202
vasayxtx
MCP server for managing and serving dynamic prompt templates using elegant and …
D 53 43 33 33 N/A 66 89
24203
dotemacs
Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Regi…
D 53 43 34 58 N/A 24 94
24204
vksinghh25
A multi-agent system that analyzes meeting transcripts to generate summaries, e…
D 53 44 72 26 21 81
24205 D 53 33 44 N/A N/A 13 95
24206
BACH-AI-Tools
Fotocasa1 MCP Server Claim 1
An MCP server for accessing the Fotocasa1 API to search real estate listings an…
D 53 44 35 55 45 81
24207
Shekharmaheswari85
A middleware server that intelligently routes AI model queries to appropriate d…
D 53 44 48 55 21 81
24208
saidsef
A Model Context Protocol (MCP) application for automated GitHub PR analysis and…
D 53 55 70 43 0 75 80
24209
AlexanderVTr
Automatically organizes files in your Downloads folder by categorizing them int…
D 53 43 56 30 N/A 23 95
24210
kuksenokpolina23-arch
An MCP server that enables ChatGPT to manage WordPress content by creating, upd…
D 53 44 57 37 28 81
24211
yoniassia
Provides access to a comprehensive financial intelligence platform featuring re…
D 53 44 54 38 36 80
24212
wklee610
kafka-mcp Claim 1
MCP server for Apache Kafka that allows LLM agents to inspect topics, consumer …
D 53 44 41 28 68 80
24213
ajtruex
Enables deployment of MCP servers on Cloudflare Workers without authentication …
D 53 44 48 55 21 81
24214
stefanwatt
A TypeScript-based Model Context Protocol (MCP) server template built with mcp-…
D 53 43 48 55 N/A 21 80
24215
pomazanbohdan
memory-mcp-1file Claim
A self-contained Memory server with single-binary architecture (embedded DB & m…
D 53 43 42 28 N/A 55 91
24216
SafetyReportProject
Provides integrated access to location-based weather, reporting history, and in…
D 53 44 42 60 26 82
24217
getverdict-ai
Compliance verdicts for AI-generated code. SOC 2, HIPAA, HITRUST for healthcare…
D 53 33 30 N/A N/A 35 95
24218
Darkroaster
PubMed Claim
Analyzes PubMed medical literature to help researchers quickly gain insights in…
D 53 44 50 35 45 81
24219 D 53 33 42 N/A N/A 15 95
24220
juanqui
A Model Context Protocol server that enables intelligent document search and re…
D 53 44 43 31 63 82
24221
plutzilla
A server that enables AI assistants to interact with the Omnisend marketing pla…
D 53 44 48 35 49 81
24222
ag2-mcp-servers
An MCP Server that enables interaction with Google's Organization Policy API, a…
D 53 43 45 47 N/A 21 95
24223
guinnessNet
Maipharm Domae MCP Claim 1
Enables integrated search and ordering across eight pharmaceutical wholesalers …
D 53 43 54 32 N/A 32 89
24224
buildwithtaza
omni-video-mcp Claim 1
An MCP server that transforms LLM-enabled IDEs into professional video editors …
D 53 33 33 N/A N/A 30 95
24225
flightctl
Provides read-only access to query and retrieve information about devices, flee…
D 53 44 56 41 28 81
24226
vkdnjznd
Crypto Trading MCP Claim 1
A Model Context Protocol server that enables price lookup and trading across mu…
D 53 44 43 43 45 81
24227
shopanaio
novaposhta Claim 1
MCP Server for Nova Poshta API integration with AI assistants
D 53 43 45 22 N/A 67 85
24228
ethan2000liu
An MCP (Multi-Agent Conversation Protocol) Server that provides an interface to…
D 53 43 60 27 N/A 21 95
24229
quantalogic
Provides powerful Markdown document editing capabilities with thread-safe opera…
D 53 44 48 31 52 81
24230
pwntato
Enables LLMs to dynamically discover and execute tools through a structured ski…
D 53 44 56 30 43 81
24231
eclipsevr-live
twitch-mcp Claim
This project is a fork and expansion of TomCools' Twitch MCP Server, which impl…
D 53 44 64 41 16 81
24232
qingyun-wu
An MCP server that enables interaction with Google Custom Search API through na…
D 53 43 45 50 N/A 21 90
24233
dedalus-labs
gcal-mcp Claim
A Google Calendar MCP server that provides comprehensive tools for managing cal…
D 53 44 56 27 45 83
24234
ag2-mcp-servers
An MCP server that enables interaction with Twilio Frontline API for customer c…
D 53 44 45 60 21 81
24235
vanachterjacob
A server that provides standardized development rules and context for Business …
D 53 44 56 37 34 81
24236
Sinotrade
A Model Context Protocol (MCP) server that provides AI assistants with access t…
D 53 44 60 38 22 81
24237
AgentWings
turbopuffer-mcp Claim
Enables interaction with the Turbopuffer vector database, providing tools for m…
D 53 43 56 27 N/A 27 94
24238
capoom
HoudiniMCP Claim
Connects Houdini to Claude AI through Model Context Protocol, enabling AI-assis…
D 53 33 40 N/A N/A 18 95
24239
mkerchenski
Reddit Ads MCP Claim 1
MCP server for the Reddit Ads API. List accounts, campaigns, ads, and pull repo…
D 53 33 39 N/A N/A 47 75
24240
Cognitive-Stack
Enables AI systems to analyze documents and extract form data through Azure For…
D 53 44 48 57 20 81
24241
joeseesun
An MCP server that automates converting diverse content sources like WeChat art…
D 53 44 43 25 65 83
24242
Rixmerz
BigContext MCP Claim
Enables working with large documents of any size by intelligently segmenting th…
D 53 43 48 40 N/A 24 95
24243
bansalkanav
Learn GenAI and Agentic AI from Zero to Production
D 53 33 36 N/A N/A 27 95 JU
24244
alejofig
A server that allows AI agents to query and retrieve information about upcoming…
D 53 44 42 67 16 81
24245
RA86-dev
Provides instant access to 700+ programming documentation sources and creates i…
D 53 44 54 31 45 81
24246
HuaiyuZhang
Enables users to query ClinicalTrials.gov using natural language instead of com…
D 53 44 48 47 34 81
24247
zaizaizhao
基于 NestJS 的图表生成服务,集成 MinIO 对象存储,支持 22+ 种图表类型的服务器端渲染。
D 53 43 50 15 53 94
24248
ag2-mcp-servers
This server enables interaction with Google's Video Intelligence API for advanc…
D 53 44 60 47 21 76
24249
dodufish
PIXRA Claim
Pixelize the real world on-chain
D 53 43 56 12 N/A 45 95
24250
SichengHe6
cq_mcp_smithery Claim
D 53 33 36 N/A N/A 26 95
Showing 24201–24250 of 60387 servers
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