MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9151
hyojun6
Searches for official documentation using Naver Search API and filters results …
C 68 55 80 53 26 78 91
9152
tspspi
Zotero MCP Server Claim
Enables semantic search and management of Zotero reference libraries using Post…
C 68 55 84 38 42 82 90
9153
sweet8413-spec
A starter project for quickly building Model Context Protocol servers using Typ…
C 68 55 66 100 N/A 30 95 33
9154
kukapay
crypto-funds-mcp Claim
Providing AI agents with structured, real-time data on cryptocurrency investmen…
C 68 55 72 41 43 82 98
9155
ThomasRohde
A Model Context Protocol interface that enables AI assistants like Claude to co…
C 68 54 60 37 N/A 54 92 100
9156
ssdeanx
Coordinates specialized agents (Architecture, Quality, Cloud, Prompt) to plan, …
C 68 55 84 43 31 81 90
9157
cbunting99
Kiro MCP Memory Claim
An enhanced MCP server that provides intelligent memory and task management for…
C 68 54 70 33 N/A 41 95 100
9158
okybaguslukmana
Superset MCP Server Claim 1
An MCP server for Apache Superset that enables AI models to manage dashboards, …
C 67 55 73 36 51 76 98
9159
evgenygurin
R2R FastMCP Server Claim
Integrates R2R (Retrieval-Augmented Generation) with Claude Desktop, enabling s…
C 67 55 84 46 27 77 88
9160
zboralski
Headless IDA Pro binary analysis via MCP. Multi-session concurrency with Go orc…
C 67 54 72 56 N/A 68 90 49
9161
kukapay
An MCP server for batch-generating wallets compatible with Ethereum and all EVM…
C 67 55 51 62 45 76 100
9162
qso-graph
qrz-mcp Claim
MCP server for QRZ.com — callsign lookups, DXCC entity resolution, and logbook …
C 67 54 66 43 38 94 91
9163
srikanth-paladugula
A Model Context Protocol server that enables Claude Desktop to interact with Mi…
C 67 55 47 67 49 80 91
9164
chenqi146
Torna MCP Server Claim
Bridges Torna API documentation system with AI assistants, enabling natural lan…
C 67 55 72 43 42 78 99
9165
tuanle96
mcp-odoo Claim 2
Production-grade MCP server for Odoo ERP (16-19) with zero Odoo-side install. 2…
C 67 55 51 62 N/A 67 80 79
9166
PolarVista
Xcode MCP Server Claim 3
A Model Context Protocol server that enables AI assistants to build and test Xc…
C 67 54 69 53 N/A 24 82 99
9167
FaceDeer
Calibre MCP Server Claim
Connects AI agents to Calibre ebook libraries for searching, reading, and manag…
C 67 54 72 30 N/A 47 90 92
9168
getsentry
XcodeBuildMCP Claim
XcodeBuildMCP provides tools for Xcode project management, simulator management…
C 67 55 96 0 N/A 88 81 75
9169
tonypan2
An MCP server that enables AI agents like Claude to play Minesweeper through na…
C 67 55 71 82 N/A 27 95 43
9170
Nedak23
User Steps MCP Server Claim 1
Provides an interactive checklist tool that allows AI agents to present step-by…
C 67 54 60 62 N/A 26 87 90
9171
xiaoyuchenhot
Weather MCP Server Claim
Provides current weather information for any city worldwide using the free Open…
C 67 55 66 56 21 81 100
9172
yemi33
Loop Page Viewer Claim
Enables users to view and edit Microsoft Loop pages as interactive markdown wid…
C 67 55 66 58 30 81 93
9173
huoshuiai42
An MCP server that provides document format conversion
C 67 54 45 67 N/A 31 90 97
9174
gregkop
Sketchfab MCP Server Claim 2
Allows interaction with Sketchfab's 3D model platform through Claude or Cursor,…
C 67 55 78 100 20 80 36
9175
cubedevinc
Cube MCP Server Claim 1
Enables users to interact with Cube's AI agent for real-time analytics and data…
C 67 55 72 83 33 82 50
9176
CesarRL23
Enables CRUD operations on student records via REST API and MCP interface, with…
C 67 44 44 N/A N/A 29 95 98
9177
kcofoni
pmwiki-mcp Claim 1
MCP server for searching and reading PmWiki pages with text queries and group f…
C 67 54 71 31 N/A 50 83 100
9178
koki-develop
A template repository for creating MCP servers that can be easily containerized…
C 67 54 54 27 N/A 67 95 100
9179
Danjraizen
Moviesda MCP Server Claim 1
An MCP server for searching and managing Tamil movies from moviesda16.com using…
C 67 54 63 52 N/A 25 90 100
9180
esshka
OKX MCP Server Claim 1
Provides real-time cryptocurrency price data from OKX exchange through a Model …
C 67 55 78 100 16 81 38
9181
tengfone
A TypeScript-based MCP server for handling a simple notes system with NextJS th…
C 67 55 78 52 20 81 90
9182
MarcusViniciusBarcelos
Provides AI-powered tools to apply UX/UI best practices, Nielsen's heuristics, …
C 67 55 84 83 40 81 30
9183
falahgs
Enables high-quality 3D-style cartoon image generation using Google Gemini AI a…
C 67 55 72 100 23 81 42
9184
berrydev-ai
JSON MCP Server Claim
Provides powerful JSON manipulation tools through Model Context Protocol, enabl…
C 67 55 78 56 19 81 87
9185
sdimitrov
MCP Memory Server Claim
Implements long-term memory capabilities for AI assistants using PostgreSQL wit…
C 67 55 90 38 28 81 84
9186
yanboishere
Enables cryptocurrency payment processing through the Infini Payment API, suppo…
C 67 55 66 41 52 80 95
9187
dimonets
MCP Weather Server Claim
Provides comprehensive weather information including current conditions, 7-day …
C 67 55 68 100 20 81 46
9188
neal3000
MCP Media Server Claim
Enables browsing and playing media files from a local Movies directory through …
C 67 54 78 36 N/A 25 95 92
9189
zayedansari2
Weather Server Claim
Provides access to weather alerts and forecasts for US locations using the Nati…
C 67 55 68 38 44 84 99
9190
anthonychu
Weather MCP Server Claim 1
Provides weather information tools including alerts for US states and forecasts…
C 67 55 60 62 25 83 100
9191
ShogoOkamoto
Google Search MCP Claim 1
Enables Large Language Models to perform real-time web searches using Google Cu…
C 67 55 76 36 40 84 95
9192
Buu-AI
Buu AI MCP Server
C 67 55 56 67 44 81 84
9193
polocap
MCP Code Analyzer Claim 1
An orchestrator that coordinates multiple security and quality tools like Semgr…
C 67 55 90 31 29 82 91
9194
markswendsen-code
MCP Carvana Claim 2
An MCP server that integrates with the Carvana marketplace to enable vehicle se…
C 67 55 75 45 30 83 93
9195
BingoWon
mcp-server Claim
Apple Developer Documentation with Semantic Search, RAG, and AI reranking for M…
C 67 66 94 72 0 62 82 94
9196
ran-ai-agency
Enables interaction with Google NotebookLM through natural language to create a…
C 67 54 60 36 N/A 50 92 99
9197
getAlby
mcp Claim
Connect any bitcoin lightning wallet to your agent to send and receive instant …
C 67 66 88 66 0 79 80 95
9198
BoosClues
A starter template for building MCP servers with TypeScript support, example to…
C 67 54 60 57 N/A 26 95 91
9199
fish0710
Excel MCP Server Claim
Provides Excel file manipulation capabilities without requiring Microsoft Excel…
C 67 55 78 36 39 80 97
9200
amanasmuei
Luno MCP Server Claim 1
A Model Context Protocol server that provides a standardized interface for AI m…
C 67 55 63 60 29 78 98
Showing 9151–9200 of 66484 servers
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