MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23751
xinyousuozhi
Academic MCP Claim
Enables AI tools to search and retrieve data from various South Korean and Japa…
C 57 44 42 66 35 82
23752
izyuumi
An MCP server that enables searching for specific files by name within the curr…
C 57 43 51 55 N/A 19 95
23753
chakarai1234
Provides real-time news feeds from major Singapore news sources including The S…
C 57 44 62 50 24 81
23754
keyurgit45
Provides tools for natural language expense management, including automated cat…
C 57 44 48 67 24 82
23755
huandao-gonglu
local-stdio-mcp Claim
A minimal and extensible local MCP server that provides core utilities like pin…
C 57 33 42 N/A N/A 30 95
23756 C 57 43 60 26 N/A 42 95
23757
JesusMaster
A server-side implementation that handles context processing between GitHub rep…
C 57 44 64 30 44 85
23758
cabra-lat
Tuya MCP Server Claim 1
Provides a note storage system with a custom URI scheme and includes tools for …
C 57 43 60 27 N/A 40 95
23759
qingyun-wu
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 57 44 60 55 21 83
23760
huazhengwang
MCP Server Claim
A Multi-Agent Conversation Protocol Server that interfaces with the Exa Search …
C 57 44 60 61 21 76
23761
Collaborium
Analyzes global and Indian stock market data via yfinance and queries local NSE…
C 57 33 48 N/A N/A 22 95
23762
SaseQ
discord-mcp Claim 1
A MCP server for the Discord integration. Enable your AI assistants to seamless…
C 57 33 33 N/A N/A 45 95
23763
Blacol
A CalDAV-compliant MCP server that enables AI models to manage personal schedul…
C 57 44 50 41 64 76
23764
iKwesi
Enables web search capabilities through the Tavily API, allowing users to searc…
C 57 44 72 32 34 81
23765
hotlogin-browser
hotlogin-mcp Claim 1
MCP server for HotLogin Local API that enables AI agents to manage browser envi…
C 57 33 39 N/A N/A 35 95
23766
dnys1
Aggregates documentation from multiple sources (llms.txt format or web scraping…
C 57 44 46 55 45 81
23767
ecadlabs
TezosX MCP Claim
Provides Tezos wallet management and blockchain interaction tools for AI agents…
C 57 44 48 36 68 81
23768
moonolgerd
game-mcp Claim
Discovers and manages installed games on Windows from Steam, Epic, GOG, Xbox, a…
C 57 43 56 20 N/A 59 95
23769
ag2-mcp-servers
An auto-generated MCP server for Google's Serverless VPC Access API, enabling c…
C 57 43 60 47 N/A 21 89
23770
HarrisonTotty
Logseq AI Claim
Enables external AI assistants to interact with Logseq graphs through 34 specia…
C 57 44 60 37 44 84
23771
ag2-mcp-servers
This MCP server enables interaction with the Open States API, allowing users to…
C 57 44 60 55 21 81
23772
memgraph
mcp-memgraph Claim
Memgraph MCP Server - includes a tool to run a query against Memgraph and a sch…
C 57 43 60 20 N/A 59 90
23773
harry-cysic
GhidraMCP Claim 1
An MCP server that allows LLMs to autonomously reverse engineer applications by…
C 57 43 57 31 N/A 40 95
23774
827346462
Enables robot navigation control and monitoring through natural language. Provi…
C 57 43 50 53 N/A 21 95
23775
garrettXu
Shipxy MCP Server Claim
A fully MCP-compliant, open-source maritime data service that provides real-tim…
C 57 43 48 57 N/A 22 95
23776
digidenone
AI-Powered Security Scanner for LLMs. Detects vulnerabilities and syncs with Sy…
C 57 43 48 43 N/A 49 87
23777
sentilabs01
MCP Hub Claim
A unified AI and automation command center that allows users to interact with m…
C 57 44 72 38 24 81
23778
milkymap
MCP4Modal Sandbox Claim 1
A Model Context Protocol server that enables LLMs and AI assistants to create, …
C 57 43 49 53 N/A 24 95
23779
Jeamee
MCPHub-Desktop Claim 1
Desktop APP for Discover and Install MCP Servers
C 57 43 46 30 N/A 68 89
23780
terzeron
Automates file system operations through natural language commands using a comb…
C 57 43 50 57 N/A 16 95
23781
moz411
Enables control of Open Brush 3D painting software through natural language com…
C 57 43 62 25 N/A 43 92
23782
ag2-mcp-servers
A Multi-Agent Conversation Protocol Server that provides access to the Go UPC A…
C 57 44 60 57 21 80
23783
Lakr233
Enables iPhone automation through Appium integration, allowing users to control…
C 57 43 56 32 N/A 40 95
23784
rainer85ah
A modern Model Control Plane (MCP) project that provides a lightweight, extensi…
C 57 44 54 56 29 81
23785
free-free-6
A Node.js service that provides spot trading functionality through the LnExchan…
C 57 44 62 55 27 76
23786
mourad-ghafiri
YouTube MCP Server Claim
Enables AI agents to extract YouTube video metadata and generate high-quality m…
C 57 43 54 28 N/A 49 95
23787
deus-h
claudeus-wp-mcp Claim
Claudeus WordPress MCP Server
C 57 44 48 43 N/A 55 83
23788
mabdullah679
Apollo MCP Demo Claim
This MCP server exposes approved GraphQL operations from an Apollo GraphQL API …
C 57 33 42 N/A N/A 30 95
23789
bassem-elsodany
MCP Excel Server Claim 1
An MCP server that enables AI agents to automate Excel file operations includin…
C 57 43 61 38 N/A 29 92
23790
BACH-AI-Tools
Provides tools to retrieve and validate Goods and Services Tax (GST) details us…
C 57 44 50 55 45 78
23791
ag2-mcp-servers
Enables programmatic access to the MineSkin API for generating and managing Min…
C 57 44 60 60 21 78
23792
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that provides access to the New York…
C 57 44 60 60 21 76
23793
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
23794
8bit-wraith
A robust SSH server facilitating secure remote command execution with TMUX sess…
C 57 44 72 32 33 81
23795
fabio-rovai
open-ontologies Claim
AI-native ontology engineering with 39 tools and 5 prompts for OWL/RDF/SPARQL. …
C 57 44 64 27 N/A 59 78
23796
huazhengwang
Notion MCP Server Claim
An auto-generated Multi-Agent Conversation Protocol server that enables interac…
C 57 44 60 57 21 81
23797
OpenLinkSoftware
mcp-server-jdbc Claim 1
An MCP server for generic Database Management System (DBMS) Connectivity via th…
C 57 33 39 N/A N/A 36 95
23798
Partha-SUST16
MCP Monitor Claim
An observability tool for agentic AI pipelines that intercepts MCP and Python t…
C 57 44 76 28 32 81
23799
gr3enarr0w
Aggregates news from 7 APIs and unlimited RSS feeds with AI-powered bias remova…
C 57 33 48 N/A N/A 21 95
23800
mondaycom
vibe Claim
🎨 Vibe Design System - Official monday.com UI resources for application develop…
C 57 43 60 17 N/A 57 94
Showing 23751–23800 of 67226 servers
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