MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9451
anirudhadasgupta
Enables searching and exploring GitHub repositories with tools for cloning repo…
C 67 55 84 38 25 82 96
9452
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
9453
c-wenlong
Create personalized greetings for people or groups in seconds. Toggle a playful…
C 67 54 56 62 N/A 30 95 87
9454
laibniz
ScholarFetch Claim
Multi-engine scholarly research server for search, traversal, full text, and re…
C 67 66 84 0 82 64 81 92
9455
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
9456
sctg-development
Assists in migrating HeroUI v2 and NextUI projects to HeroUI v3 beta through au…
C 67 54 68 31 N/A 53 92 92
9457
Merlin21x
A basic TypeScript implementation of the Model Context Protocol (MCP) server de…
C 67 55 60 87 N/A 27 95 54
9458
gpaul-mcp
Ravelry MCP Server Claim 1
A Model Context Protocol server that integrates with the Ravelry API, allowing …
C 67 55 51 65 45 80 96
9459
dcSpark
MCP Jupiter Claim 1
A Model Context Protocol server that enables Claude to perform Solana token swa…
C 67 55 69 82 N/A 40 95 35
9460
BrunoSSantana
A proof of concept server that provides tools for accessing and managing Loomer…
C 67 54 66 43 N/A 42 95 86
9461
dbustosjr
A production-ready browser automation server that enables AI assistants to inte…
C 67 54 66 43 N/A 24 94 100
9462
robobobby
mcp-danish-energy Claim 1
Provides access to Danish energy data from Energinet, including real-time elect…
C 67 55 66 56 30 82 92
9463
Dwhyte
An MCP server that provides tools to query and interact with MongoDB user colle…
C 67 54 63 52 N/A 21 95 93
9464
sassoftware
SAS MCP Server Claim
Enables execution of SAS code on SAS Viya compute environments with OAuth2 auth…
C 67 55 72 41 49 81 91
9465
Sunwood-ai-labs
SourceSage MCP Claim 2
A TypeScript-based server that visualizes project directory structures in Markd…
C 67 55 72 100 N/A 43 87 16
9466
thomasfevre
A TypeScript/Node.js server that enables creating, deploying, and bridging Omni…
C 67 55 60 58 41 81 91
9467
mcp-protocol
node-runtime Claim
This package is intended for demonstration only. Maintained by JFrog Security.
C 67 54 52 52 N/A 37 95 100
9468
marcciosilva
Turns Confluence documentation into an AI-powered knowledge base, enabling natu…
C 67 54 72 42 N/A 21 95 95
9469
asoluka
Enables intelligent ingestion and querying of PDF, Markdown, and text files usi…
C 67 55 54 100 N/A 27 95 45
9470
carlosduplar
Delegation MCP Claim
Intelligent routing layer that analyzes tasks and guides your AI agent to deleg…
C 67 55 60 91 N/A 46 95 35
9471
SecretiveShell
MCP Windows Claim
Windows integration MCP server that enables Claude to interact with Windows sys…
C 67 54 68 30 N/A 44 95 96
9472
ran-ai-agency
Enables interaction with Google NotebookLM through natural language to create a…
C 67 54 60 36 N/A 50 92 99
9473
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
9474
DaveDev42
Enables AI assistants to automate and test Tauri desktop applications through t…
C 67 54 78 28 N/A 37 89 96
9475
xxflux
A TypeScript server that implements the Model Context Protocol, enabling AI-pow…
C 67 55 92 31 19 80 100
9476
MCERQUA
Netlify MCP Server Claim 1
A Model Context Protocol server that allows management of Netlify sites, enabli…
C 67 55 85 32 44 81 87
9477
sdimitrov
MCP Memory Server Claim
Implements long-term memory capabilities for AI assistants using PostgreSQL wit…
C 67 55 90 38 28 81 84
9478
brandon-butterwick
Provides Material Requirements Planning (MRP) tools for calculating delivery sc…
C 67 55 84 82 N/A 20 92 35
9479
elchika-inc
Enables Claude to fetch, parse, and manage RSS/Atom feeds through the Model Con…
C 67 55 94 62 18 80 59
9480
6551Team
Twitter MCP Server Claim
Enables interaction with Twitter/X data to retrieve user profiles, search tweet…
C 67 55 64 41 52 80 100
9481
danjam
MCP LaunchBox Claim 1
An MCP server that enables AI assistants to search and query your LaunchBox gam…
C 67 54 63 32 N/A 47 95 96
9482
rpavez
MCP Remote Server Claim
Enables execution of SSH commands on remote servers and management of Google Cl…
C 67 54 78 42 N/A 24 90 93
9483
Omar-V2
mcp-ical Claim 2
A Model Context Protocol Server that allows you to interact with your MacOS Cal…
C 67 54 57 60 N/A 49 92 75
9484
csonigo
An MCP server that enables interaction with Datagouv APIs, primarily allowing u…
C 67 55 71 55 31 81 90
9485
henrysouchien
Provides tools for interacting with Interactive Brokers Gateway to access marke…
C 67 54 76 36 N/A 33 92 92
9486
meinzeug
MCP AI Bug Helper Claim
Provides emergency coding assistance by querying three AI coding models simulta…
C 67 55 60 71 31 81 82
9487
sseaan
amap-mcp-server Claim
C 67 54 62 43 N/A 52 89 91
9488
basementstudio
Provides access to classic DOS games like DOOM, Super Mario, Tetris, and Duke N…
C 67 55 54 100 N/A 25 95 48
9489
greenoceanbird
An automated security operations center MCP server that uses LLMs and network a…
C 67 54 68 60 N/A 25 92 78
9490
clpi
Say Hello Claim
Send quick, personalized greetings to anyone. Add playful flair with Pirate Mod…
C 67 54 56 55 N/A 29 95 95
9491
evgenygurin
R2R FastMCP Server Claim
Integrates R2R (Retrieval-Augmented Generation) with Claude Desktop, enabling s…
C 67 55 84 46 27 77 88
9492
skmprb
Converts Markdown files and raw content into professionally styled PDFs with fu…
C 67 55 60 100 N/A 24 95 38
9493
sunhye
Get real-time conditions and ultra-short-term forecasts across South Korea. Che…
C 67 54 64 55 N/A 44 92 77
9494
NehoraiHadad
Enables interaction with the Telegraph API (telegra.ph) to create, manage, edit…
C 67 55 76 32 53 82 90
9495
vaporif
wezterm-mcp Claim 1
Enables programmatic control of the WezTerm terminal emulator through the Model…
C 67 54 48 50 N/A 70 90 85
9496
study-flamingo
A comprehensive Model Context Protocol server for managing Dungeons & Dragons c…
C 67 55 54 100 N/A 30 95 42
9497
crazyrabbitLTC
MCP Ethers Wallet Claim 1
A Model Context Protocol server that gives LLMs the ability to interact with Et…
C 67 55 81 26 49 77 100
9498
rinadelph
Tmux MCP Server Claim
Enables comprehensive tmux session management through MCP, allowing users to li…
C 67 54 66 33 N/A 37 95 99
9499
YakupAtahanov
SuperMCP Server Claim
A powerful orchestration layer for Model Context Protocol (MCP) servers that en…
C 67 55 72 33 48 81 98
9500
open-strategy-partners
A suite of marketing tools from Open Strategy Partners including writing style,…
C 67 54 66 32 N/A 44 97 96
Showing 9451–9500 of 67197 servers
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