MCP Server Quality Scores

Independent quality analysis of 47628 public MCP servers

47628
Discovered
29604
Scored
2112
Verified
16952
Complete

Last updated 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24251
mengfwan
test-mcp-glama
D 53 43 46 17 N/A 57 95
24252
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
24253
antonhofstader
Slack MCP Claim
A .NET-based Model Context Protocol server and Python client for interacting wi…
D 53 44 60 41 21 80
24254
getverdict-ai
Compliance verdicts for AI-generated code. SOC 2, HIPAA, HITRUST for healthcare…
D 53 33 30 N/A N/A 35 95
24255
ajtruex
Enables deployment of MCP servers on Cloudflare Workers without authentication …
D 53 44 48 55 21 81
24256
BACH-AI-Tools
Enables access to comprehensive Indian stock market data from the NSE and BSE, …
D 53 44 50 50 27 81
24257
juanqui
A Model Context Protocol server that enables intelligent document search and re…
D 53 44 43 31 63 82
24258
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
24259
ag2-mcp-servers
Enables interaction with Zoom services through the Zoom API. Provides access to…
D 53 44 60 42 21 81
24260
joeseesun
An MCP server that automates converting diverse content sources like WeChat art…
D 53 44 43 25 65 83
24261
Melfelf
MCP4All Claim
Enables automatic documentation of GitHub projects as blog posts by fetching re…
D 53 44 56 22 47 84
24262
husniadil
This server generates placeholder image URLs from various providers, supporting…
D 53 44 60 22 43 81
24263
elbruno
Sample MCP Server and MCP client with Aspire
D 53 43 56 12 N/A 45 95 HT
24264
ethan2000liu
An MCP (Multi-Agent Conversation Protocol) Server that provides an interface to…
D 53 43 60 27 N/A 21 95
24265
ag2-mcp-servers
An MCP server that enables interaction with Twilio Frontline API for customer c…
D 53 44 45 60 21 81
24266
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
24267
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
24268
Banyango
ReciMCP Claim
A lightweight Python-based MCP server for managing recipes and favorite collect…
D 53 43 44 47 N/A 27 91
24269
flightctl
Provides read-only access to query and retrieve information about devices, flee…
D 53 44 56 41 28 81
24270
qingyun-wu
An MCP server that enables interaction with Google Custom Search API through na…
D 53 43 45 50 N/A 21 90
24271
saidsef
A Model Context Protocol (MCP) application for automated GitHub PR analysis and…
D 53 55 70 43 0 75 80
24272
foxywolf-hub
MCP Server Claim
Model Context Protocol server that enables API test automation across various A…
D 53 43 50 31 N/A 39 90
24273
RA86-dev
Provides instant access to 700+ programming documentation sources and creates i…
D 53 44 54 31 45 81
24274
Cognitive-Stack
Enables AI systems to analyze documents and extract form data through Azure For…
D 53 44 48 57 20 81
24275
BillDuke13
A Cloudflare Worker that analyzes source code to provide comprehensive explanat…
D 53 44 64 23 36 81
24276
kuksenokpolina23-arch
An MCP server that enables ChatGPT to manage WordPress content by creating, upd…
D 53 44 57 37 28 81
24277
WangTingYeYe
Provides a Model Context Protocol server for managing shipping orders and addre…
D 53 44 54 35 36 81
24278
guinnessNet
Maipharm Domae MCP Claim 1
Enables integrated search and ordering across eight pharmaceutical wholesalers …
D 53 43 54 32 N/A 32 89
24279
abhijitjavelin
Provides AI security guardrails through Javelin's platform to detect harmful co…
D 53 44 56 47 19 81
24280
AI-Zebra
Control virtual computers through a cloud-based desktop environment. Enable age…
D 53 43 60 30 N/A 18 95
24281
mschuchard
A third-party MCP server for interacting with HashiCorp Vault to manage ACL pol…
D 53 44 50 30 49 81
24282
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
24283
Sinotrade
A Model Context Protocol (MCP) server that provides AI assistants with access t…
D 53 44 60 38 22 81
24284
uddeshya-23
Jira MCP Server Claim 1
Enables AI models to interact with Jira using a standardized protocol, offering…
D 53 44 64 38 19 81
24285
leomeirae
Enables AI agents to access and manage Supabase projects through the Model Cont…
D 53 44 58 41 21 81
24286
pwntato
Enables LLMs to dynamically discover and execute tools through a structured ski…
D 53 44 56 30 43 81
24287
vasayxtx
MCP server for managing and serving dynamic prompt templates using elegant and …
D 53 43 33 33 N/A 66 89
24288
pshivapr
selenium-mcp Claim
Selenium Tools for MCP
D 52 55 62 62 0 76 64
24289
crew-of-one
MCP Atlassian Claim 1
An MCP server that enables AI assistants to interact with Atlassian Jira and Co…
D 52 44 33 43 55 81
24290
kwanok
Dooray MCP Server Claim 1
Enables interaction with Dooray's task and calendar management system, allowing…
D 52 44 48 40 34 82
24291
xkiranj
MarkItDown MCP Claim
Converts various file types (documents, images, audio, web content) to markdown…
D 52 44 60 21 40 81
24292
ag2-mcp-servers
An MCP Server that provides access to Google's Search Console API, allowing use…
D 52 43 45 47 N/A 21 90
24293
BACH-AI-Tools
Enables access to TikTok data without watermarks, including trending users, has…
D 52 44 54 27 45 78
24294
ZuchGuillotine
Materials MCP Claim 1
A Model Context Protocol server that provides access to materials databases thr…
D 52 44 41 55 26 84
24295
ag2-mcp-servers
An MCP server that enables agents to interact with soccer data including scores…
D 52 43 45 47 N/A 21 89
24296
mikeheilmann1024
A dedicated MCP server for interacting with Microsoft Dynamics 365 and Datavers…
D 52 44 42 31 54 83
24297
jonnyhoff
MCP Server Claim 1
Provides browser automation capabilities through an API endpoint that interpret…
D 52 44 62 33 20 81
24298
schizoidcock
An MCP server that enables AI agents to execute sandboxed JavaScript and TypeSc…
D 52 44 45 36 51 78
24299
Ayala-Yagelnik
Enables Docker container management through natural language conversations, inc…
D 52 43 48 31 N/A 32 95
24300
chengdagong
UE-MCP Claim
Enables AI assistants to interact with Unreal Editor 5 through the Python remot…
D 52 43 48 32 N/A 32 92
Showing 24251–24300 of 47628 servers
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