MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31796
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6101
bndkts
molt-mcp Claim 1
Provides LLMs with access to molt-md, an encrypted markdown document hosting se…
B 72 55 78 46 53 82 99
6102
codewithpassion
A remote Model Context Protocol server template for Cloudflare Workers with bui…
B 72 55 72 73 29 80 97
6103
Janus-06
An MCP server implementation for interacting with self-hosted Confluence Data C…
B 72 54 71 66 27 95 91
6104
NellyW8
A comprehensive Model Context Protocol server that connects AI assistants to El…
B 72 54 96 31 N/A 29 95 96
6105
Shawn5cents
agentskin Claim 2
The Semantic Layer for AI Agents. Prunes noisy API data by 70%+ for token-effic…
B 72 54 84 67 N/A 37 68 94
6106
ZeaoZhang
Database MCP Server Claim 1
Provides universal database operations for AI assistants through MCP, supportin…
B 72 55 78 53 44 80 98
6107
mario-andreschak
A Model Context Protocol server that enables LLMs to interact with a GameBoy em…
B 72 54 59 58 N/A 45 95 100
6108
martin-1103
GASSAPI MCP Server Claim
Enables AI assistants to manage API endpoints, environments, and testing workfl…
B 72 55 78 63 29 81 97
6109
gumluke
Songsterr MCP Claim
Enables users to search for guitar, bass, and drum tabs on Songsterr by song ti…
B 72 54 62 71 N/A 27 94 95
6110
web-agent-master
Provides real-time Google search capabilities to AI assistants like Claude, byp…
B 72 54 76 63 N/A 38 90 82
6111
Bankless
onchain-mcp Claim
Bankless Onchain API to interact with smart contracts, query transaction and to…
B 72 55 80 60 37 82 92
6112
GetPercept
Give your AI agent ears — ambient voice intelligence with 8 MCP tools for Claud…
B 72 54 84 38 N/A 55 90 92
6113
topher66
Droid Bar MCP Server Claim 1
Enables AI agents to visit a virtual bar and interact with SERVO, an AI bartend…
B 72 55 86 52 29 82 100
6114
Stellarhold170NT
Enables AI agents to interact with VnExpress news content through RSS feeds, ad…
B 72 55 82 62 27 82 95
6115
HeatherFlux
A TypeScript-based MCP server that enables users to manage text notes with feat…
B 72 54 78 68 N/A 17 90 92
6116
misiektoja
kill-process-mcp Claim
List and terminate OS processes via natural language queries
B 72 54 70 47 N/A 54 92 95
6117
aindreyway
mcp-codex-keeper Claim 1
Serves as a guardian of development knowledge, providing AI assistants with cur…
B 72 55 94 41 45 82 91
6118
totodev999
Provides reference information for shadcn/ui components through a Model Context…
B 72 55 78 56 41 81 100
6119
uday210
Salesforce MCP Server Claim 2
A Model Context Protocol server that enables interaction with Salesforce throug…
B 72 55 75 71 20 81 100
6120
johnelamont
Enables Claude Desktop to capture screenshots through an interactive region sel…
B 72 54 78 57 N/A 27 90 95
6121
adamsmaka
Flutter MCP Claim
A real-time server that provides Flutter/Dart documentation and pub.dev package…
B 72 54 78 38 N/A 67 95 83
6122
Parado-xy
Enables AI agents to perform semantic code search across entire codebases using…
B 72 54 78 50 N/A 24 95 100
6123
kenjisekino
Enables Claude Desktop to search and query personal document collections (PDF, …
B 72 55 78 55 40 80 100
6124
willem4130
UI/UX MCP Server Claim
Enables comprehensive UI/UX development workflows through integrated tools for …
B 72 55 100 82 N/A 23 95 35
6125
HZYAI
RAGScore Claim
Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.
B 72 54 82 40 N/A 79 75 89
6126
akki91
Ankr API MCP Server Claim 1
An MCP server that fetches on-chain blockchain data via the Ankr API, allowing …
B 72 55 65 72 33 81 100
6127
stefanoamorelli
sec-edgar-mcp Claim
A SEC EDGAR MCP (Model Context Protocol) Server
B 72 54 68 32 N/A 81 96 92
6128
movibe
Memory Bank MCP Claim
Memory Bank Server provides a set of tools and resources for AI assistants to i…
B 72 55 86 30 75 82 89
6129
chris-jelly
py-todoist-mcp Claim
A Python MCP server that enables AI assistants to manage Todoist tasks and proj…
B 72 55 80 43 51 82 100
6130
VivekKumarNeu
mcp-lucene-server
B 72 55 78 58 36 81 100
6131
eternnoir
AI Studio MCP Server Claim 1
A Model Context Protocol server that connects to Google AI Studio/Gemini API, e…
B 72 55 81 68 27 81 91
6132
shanyang-me
Publish, search, and manage Xiaohongshu (Little Red Book) content via MCP tools.
B 72 54 76 41 N/A 47 95 99
6133
sanjeev23oct
Figma MCP Server Claim
A bridge between Figma designs and React implementations that enables pixel-per…
B 72 55 78 71 27 80 93
6134
pistachiomatt
NanoBanana MCP Claim 2
An MCP server that brings Google Gemini's image generation and editing capabili…
B 72 55 63 71 48 78 97
6135
am2rican5
Integrates Google Calendar with AI assistants through the Model Context Protoco…
B 72 55 66 71 50 81 90
6136
mr-wolf-gb
Cross-platform command execution server that intelligently adapts shell command…
B 72 55 78 82 N/A 55 95 40
6137
jplwunder
Provides read-only access to PostgreSQL databases with schema inspection, query…
B 72 55 84 66 24 81 92
6138
happyvertical
Enables querying the SMRT framework documentation by automatically routing ques…
B 72 55 86 58 30 81 95
6139
apeyroux
MCP XMind Server Claim 2
A Model Context Protocol server that allows intelligent analysis and querying o…
B 72 55 45 100 N/A 54 95 63
6140
fisknils
Spotify API MCP Claim
Enables interaction with Spotify through OAuth 2.0 authentication, supporting s…
B 72 55 78 68 21 81 100
6141
sangreal-007
Generates witty, citation-backed responses to health myths and misinformation w…
B 72 55 90 56 24 81 97
6142
BierschneiderEmanuel
Provides advanced document search and processing capabilities through vector st…
B 72 55 90 50 36 81 93
6143
lowprofix
n8n MCP Server Claim
A Master Control Program server that provides workflow validation tools and bes…
B 72 55 96 71 21 76 76
6144
newerton
Status Invest MCP Server
B 72 55 66 57 69 82 87
6145
Mossaka
Automatically installs and containerizes MCP servers from GitHub repositories u…
B 72 55 90 91 44 81 40
6146
BrightWayAI
video-analyzer Claim
Analyze videos: extract frames, transcribe audio, generate storyboard breakdown…
B 72 54 72 62 N/A 27 95 93
6147
manateeit
Enables AI assistants to interact with Confluence by converting Markdown docume…
B 72 55 72 72 26 80 100
6148
Alexliu13483
Weather MCP Claim
Enables weather data retrieval and visualization with support for geocoding, mu…
B 72 55 78 68 45 81 80
6149
slzatz
Vimango MCP Server Claim
Enables Claude to create and organize markdown research notes directly in your …
B 72 54 78 58 N/A 25 95 90
6150
junqing258
PlantUML MCP Server Claim 1
Enables AI assistants to generate UML diagrams from text descriptions using Pla…
B 72 54 78 58 N/A 27 87 100
Showing 6101–6150 of 66455 servers
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