MCP Server Quality Scores

Independent quality analysis of 60196 public MCP servers

60196
Discovered
29937
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23801
ag2-mcp-servers
A Multi-Agent Conversation Protocol Server that provides access to the Go UPC A…
C 57 44 60 57 21 80
23802
timheuer
Sample .NET MCP Server
C 57 33 36 N/A N/A 41 95
23803
ownlytics
mcptix Claim
A ticket tracking system that integrates with AI assistants through the Model C…
C 57 43 60 32 N/A 39 92
23804
Adeptus-Innovatio
solvitor-mcp Claim
Solvitor MCP server provides tools to access reverse engineering tools that hel…
C 57 43 48 60 N/A 25 89
23805
Azure-Samples
eShopLite Claim
eShopLite is a set of reference .NET applications implementing an eCommerce sit…
C 57 43 64 12 N/A 57 95
23806
keithah
Manage your Hostex vacation rentals—properties, reservations, availability, lis…
C 57 55 76 65 0 66 74
23807
Storks
Provides LLM agents with comprehensive access to Obsidian vaults via the offici…
C 56 43 56 37 N/A 31 94
23808
dgtalquantumleap-ai
ebenova-scope-guard Claim 1
AI contract scope violation detector. Detect scope creep, draft responses.
C 56 33 54 N/A N/A 25 83
23809
matiasngf
MCP Fetch Claim
Enables browser automation using Puppeteer through the MCP interface. Allows la…
C 56 43 48 50 N/A 25 95
23810
ampcome-mcps
Enables AI assistants to interact with Slack workspaces through natural languag…
C 56 44 78 26 24 81
23811
r-huijts
firstcycling-mcp Claim
Access cycling race data, results, and statistics through natural language. Fea…
C 56 44 64 25 52 82
23812
pablicio
A personal MCP server for Claude Desktop that enables task management, note-tak…
C 56 43 66 30 N/A 22 95
23813
lgndluke
Enables AI assistants to create tickets and worklog entries in REI3 ticket mana…
C 56 44 64 37 41 76
23814
mrgulshanyadav
Publish and manage blog posts, articles, and series on Misar.Blog from your AI …
C 56 33 40 47 83
23815
Gagocode
mcp-server Claim
An educational MCP server that exposes system tools (like IP, hostname, file op…
C 56 33 32 N/A N/A 43 95
23816
kaikongbj
Enables LLMs to interact with Odoo ERP systems through MCP protocol. Supports m…
C 56 43 54 43 N/A 22 95
23817
gws8820
secure-mcp-proxy Claim
A MCP Proxy (Local <-> SSE) with token based authentication.
C 56 44 56 45 38 81
23818
richard-kim-79
popup-mcp Claim
Create and manage Popup web pages via AI — no login required. 30초 만에 웹페이지를 만들고 …
C 56 33 48 N/A N/A 32 83
23819
Jayleonc
Weather MCP Claim
Provides weather query capabilities including current weather, daily/hourly for…
C 56 44 42 71 27 81
23820
sonichi
Asana MCP Server Claim
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 56 43 60 40 N/A 21 95
23821
ag2-mcp-servers
MCP Server that enables interaction with GoDaddy's Orders API using natural lan…
C 56 44 60 57 21 76
23822
allisonwhilden
Asana MCP Server Claim
Multi-Agent Conversation Protocol server that enables interaction with Asana's …
C 56 44 60 52 21 81
23823
priyansh4320
An MCP (Multi-Agent Conversation Protocol) server that enables natural language…
C 56 43 60 40 N/A 21 95
23824
seanmichaelmcgee
Provides semantic search capabilities over PyTorch documentation, enabling user…
C 56 43 60 43 N/A 20 90
23825
moodleMCP
Enables interaction with Moodle learning management systems through the Moodle …
C 56 43 42 62 N/A 18 95
23826
CaptainCrouton89
A starter template for building Model Context Protocol servers that can integra…
C 56 44 54 58 23 81
23827
lzw12123
An AI-centric MCP server that enables automated Xilinx Vivado workflows, includ…
C 56 33 42 N/A N/A 29 95
23828
tywenk
A server that enables interaction with the Solana blockchain, providing access …
C 56 43 64 20 N/A 41 95
23829
Untru
1c-mcp Claim
Curated list of MCP servers for 1C:Enterprise ecosystem | Каталог MCP-серверов …
C 56 33 44 N/A N/A 24 95
23830
undici77
Securely fetches web content, extracts links and metadata, and downloads files …
C 56 44 58 43 37 81
23831
liueic
Enables users to retrieve chemical safety information including compound proper…
C 56 44 42 58 43 81
23832
GittyBurstein
mermaid-mcp-server Claim
MCP server that turns local projects or GitHub repositories into Mermaid diagra…
C 56 44 60 32 45 84
23833
SuriyaKumar-HAIT
Enables LLMs to interact with OpenSearch clusters to monitor cluster health, ma…
C 56 33 46 N/A N/A 22 95
23834
GibsonAI
GibsonAI Claim
AI-Powered Cloud databases: Empower your LLMs to build, migrate, and deploy dat…
C 56 33 50 N/A N/A 16 95
23835
pmhw
WinAutoWx Claim
Enables automated WeChat operations on Windows through pywinauto, allowing user…
C 56 43 50 52 N/A 22 95
23836
timunbasah3
awesome-mcp Claim
🚀 Discover and explore a curated list of MCP servers, tools, and resources for …
C 56 33 44 N/A N/A 26 95
23837
yepdama
MedX MCP Server Claim
Provides AI-powered medical consultation and clinical decision support through …
C 56 44 48 66 21 81
23838
AmoghReddy45
Search vetted OpenClaw skills and browse the ClawBoard forum via 14 MCP tools.
C 56 33 54 N/A N/A 23 83
23839
xydong-web
mcp-nexus Claim
A multi-provider MCP server that acts as a unified bridge for Tavily, Brave Sea…
C 56 44 62 38 33 83
23840
Traia-IO
test-12-mcp Claim
Provides AI agents and LLMs access to the test 12 API (Petstore Swagger) throug…
C 56 44 68 38 24 81
23841
ruvnet
ruv-swarm Claim
Neural network swarm orchestration with WebAssembly acceleration and MCP integr…
C 56 43 54 26 N/A 69 80
23842
janwilmake
curl mcp Claim
A Multi-modal Conversation Protocol (MCP) server that enables interacting with …
C 56 44 56 57 19 81
23843
raeudigerRaeffi
Turbular Claim 1
Provides a unified API to connect LLMs to various databases, with schema normal…
C 56 43 43 42 45 95
23844
ag2-mcp-servers
Enables interaction with Spinitron's radio playlist management and broadcasting…
C 56 44 60 52 21 80
23845
kvgork
Enables AI assistants to control Gazebo robot simulations through ROS2, includi…
C 56 44 84 12 32 84
23846
egormak
Tracker MCP Server Claim
Enables LLM clients to interact with a local tracker-server for checking schedu…
C 56 33 42 N/A N/A 28 95
23847
amruthabesto28
MCP Jira Claim
Enables AI assistants to interact with Jira Cloud and Server/Data Center deploy…
C 56 44 48 41 57 80
23848
pragaurav44
WeatherMCP Claim 1
An MCP server providing US National Weather Service data with tools to fetch we…
C 56 33 45 N/A N/A 21 95
23849
Andrew82106
docx-mcp Claim 1
Enables comprehensive management of Microsoft Word documents with 30+ tools for…
C 56 43 42 38 N/A 53 92
23850
AnasKhillo
This server implements the Multi-Agent Conversation Protocol for AWS SecurityHu…
C 56 44 60 52 21 81
Showing 23801–23850 of 60196 servers
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