MCP Server Quality Scores

Independent quality analysis of 59042 public MCP servers

59042
Discovered
29891
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5101
raydeStar
WikiMCP Claim 1
An MCP server for Wiki.js projects that enables full-text search, page retrieva…
B 73 55 75 75 34 78 92
5102
PV-Bhat
Professional Gemini API integration for Claude and MCP-compatible hosts with in…
B 73 55 100 43 47 81 86
5103
Sou0327
knowmint Claim
AI agent knowledge marketplace. Discover, purchase, and retrieve human expertis…
B 73 55 72 77 N/A 55 70 88
5104
huajibing
CHGIS MCP Server Claim
Enables querying of China Historical Geographic Information System (CHGIS) data…
B 73 55 80 68 26 81 98
5105
Crei03
Enables read-only access to PostgreSQL and MySQL/MariaDB databases through MCP …
B 73 54 78 56 N/A 24 95 100
5106
Fato07
log-analyzer-mcp Claim 1
AI-powered log analysis - parse, search, extract errors across 9+ formats
B 73 54 70 35 N/A 81 94 90
5107
fstubner
npm-run-mcp-server Claim 1
An MCP server that exposes package.json scripts as tools for agents.
B 73 54 69 57 N/A 70 95 75
5108
armaasinghn
Production-ready satellite imagery analysis server that enables natural languag…
B 73 55 84 58 45 81 88
5109
brentwpeterson
Gmail MCP Server Claim 1
Enables interaction with Gmail through MCP-compatible clients to list, read, se…
B 73 55 90 60 32 80 91
5110
arlexperalta
Provides real-time Venezuelan economic data, including official and parallel ex…
B 73 55 84 73 24 80 92
5111
OleBo
Weather MCP Server Claim
Provides weather information and alerts from the National Weather Service, incl…
B 73 55 60 82 39 81 98
5112
Macawls
Connect your Umami Analytics to any MCP client to derive insights from natural …
B 73 55 80 42 70 80 94
5113
davidorex
Provides deep git file-level forensics tools to analyze detailed file histories…
B 73 55 96 82 N/A 33 95 36
5114
yhosok
Provides access to database schema information generated by tbls and enables se…
B 73 55 84 61 30 81 96
5115
ferdousbhai
tasty-agent Claim
Tastyworks API integration to handle trading activities on Tastytrade
B 73 55 54 72 69 76 98
5116
webfansplz
Vue MCP Server Claim
Provides application insights for Vue apps by exposing component trees, state, …
B 73 54 66 52 N/A 52 95 100
5117
lady-logic
An MCP server for evaluating C# project architecture quality using the Modulari…
B 73 54 79 58 N/A 30 95 94
5118
DEM-YU
Omni-MCP Claim
A universal resource server that enables AI models to mount local folders, scra…
B 73 54 70 62 N/A 35 90 99
5119
ali-kamali
An MCP server that transforms codebases into intelligent, queryable knowledge b…
B 73 54 84 41 54 89 93
5120
Slaycaster
Extracts and analyzes key frames from Loom videos or local video files for debu…
B 73 55 60 82 N/A 29 95 91
5121
sns45
better-call-claude Claim 2
Voice Calls, SMS, and WhatsApp for Claude Code with cross-channel context shari…
B 73 54 90 61 N/A 47 67 95
5122
apimatic
Enables validation of OpenAPI 2.0 and 3.0 specifications in JSON or YAML format…
B 73 55 84 71 27 76 95
5123
fairyming
TShark MCP Claim 2
An MCP server for analyzing network traffic and pcap files using tshark. It ena…
B 73 44 63 N/A N/A 27 95 97
5124
cosmix
Confluence MCP Claim 1
A Model Context Protocol server that enables AI assistants to interact with Con…
B 73 55 71 66 49 78 97
5125
aaronsb
TeXFlow Claim
Enables collaborative document authoring and composition with project-based org…
B 73 54 84 41 N/A 67 94 80
5126
MonadsAG
capsulecrm-mcp Claim
📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule C…
B 73 54 62 68 N/A 49 92 90
5127
rubinsh
An MCP server that enables Claude to access Windows screenshots from WSL2, allo…
B 73 54 75 53 N/A 51 90 93
5128
haasonsaas
MCP Utility Tools Claim 1
A collection of tools that enhance MCP-based workflows with caching, retry logi…
B 73 55 90 65 N/A 71 95 39
5129
Y5ive9ine
DICOM MCP Server Claim
Enables AI assistants to query, read, download, and move medical imaging data o…
B 73 55 88 45 45 81 99
5130
tndfame
Enables AI agents to send messages, manage rich menus, and interact with users …
B 73 55 66 72 55 81 87
5131
tom342178
Enables AI assistants to query and explore distributed data across EdgeLake nod…
B 73 55 92 53 27 81 98
5132
Pradumnasaraf
aviationstack-mcp Claim 1
An MCP server using the AviationStack API to fetch real-time flight data includ…
B 73 55 51 68 75 80 100
5133
Artegy
Enables comprehensive codebase analysis using Google's Gemini AI through CLI in…
B 73 54 90 58 N/A 16 95 91
5134
Fabien-desablens
An MCP server that provides Google Search functionality with automatic API key …
B 73 55 73 73 37 81 91
5135
vic3custodio
Automates trade surveillance support workflows by parsing inquiry emails, searc…
B 73 55 60 82 N/A 31 95 86
5136
cyborgx0x
Enables AI assistants to manage OpenProject work packages, projects, and time t…
B 73 55 78 61 50 76 98
5137
YobieBen
A meta-MCP server that uses Llama AI as an orchestrator to intelligently route …
B 73 55 96 51 36 81 88
5138
steveday763
Enables searching and browsing Android source code across projects like Android…
B 73 55 78 67 47 76 93
5139
misanthropic-ai
Playwright MCP Claim
Playwright wrapper for MCP that enables LLM-powered clients to control a browse…
B 73 54 86 53 N/A 20 95 98
5140
tomholford
Play Tic Tac Toe against an AI opponent using this MCP server.
B 73 54 74 61 N/A 25 94 99
5141
chrishayuk
A comprehensive reference implementation demonstrating all features of the Mode…
B 73 54 78 55 N/A 29 95 96
5142
colvint
An MCP server that provides access to personal financial data from Monarch Mone…
B 73 55 85 66 21 81 100
5143
michaeltrilford
Converts Figma designs into production-ready MUI (Michael UI) web components th…
B 73 55 90 100 N/A 21 95 37
5144
marie6789040106650
Chrome MCP Server Claim
Transforms Chrome browser into an AI-controlled automation tool that allows AI …
B 73 54 94 33 N/A 47 95 89
5145
spragginsdesigns
This server allows users to perform web searches using Perplexity AI, providing…
B 73 55 78 73 24 81 94
5146
kohasummons
ChainGPT MCP Claim
Enables AI agents to access crypto-related information including latest news, p…
B 73 55 66 70 58 81 89
5147
quanticstudios
Doclea MCP Claim
A local MCP server providing persistent memory for AI coding assistants by stor…
B 73 54 72 62 N/A 49 90 90
5148
willpowell8
Enables AI assistants to interact with SAP Signavio Process Manager through its…
B 73 55 84 100 29 81 54
5149
wrediam
A Model Context Protocol server that enables semantic search capabilities by pr…
B 73 55 63 68 52 82 97
5150
andreycretsu
Enables Cursor AI to communicate with Figma for reading designs and modifying t…
B 73 55 78 65 36 81 97
Showing 5101–5150 of 59042 servers
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