MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5451
apimatic
Enables validation of OpenAPI 2.0 and 3.0 specifications in JSON or YAML format…
B 73 55 84 71 27 76 95
5452
seite-sh
seite Claim
AI-native static site generator with built-in MCP server and Claude Code integr…
B 73 55 90 20 74 84 99
5453
Marholoubek
Health MCP Server Claim 1
Aggregates and analyzes fitness data from multiple sources like Whoop and Strav…
B 73 55 86 63 21 82 97
5454
E-Conners-Lab
network-mcp Claim 1
Provides AI assistants with direct access to multi-vendor network devices for t…
B 73 55 88 41 53 80 98
5455
marianstefi20
Decision OS MCP Claim 1
An LLM-native decision tracking system that captures unexpected engineering out…
B 73 55 90 60 30 83 91
5456
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
5457
ArdaGurcan
Enables AI assistants to manage CloudLab/Emulab experiments, including listing …
B 73 55 90 100 24 81 47
5458
dpaluy
MCP Claude Desktop Claim
Enables Claude Code to send prompts to Claude Desktop using macOS automation an…
B 73 54 78 65 N/A 29 90 92
5459
ericabouaf
A2A Registry Claim
Provides a unified registry for discovering and managing agents that implement …
B 73 55 84 62 29 81 97
5460
thuanpham582002
Tabby MCP Server Claim
A plugin for the Tabby terminal emulator that allows AI assistants to execute c…
B 73 54 68 38 N/A 76 90 98
5461
keywaysh
Keyway MCP Server Claim
A GitHub-native secrets manager that allows AI assistants to securely manage, g…
B 73 55 58 75 56 82 94
5462
MikeORed
MCP Data Catalog Claim 1
An MCP server that provides AI assistants with structured, type-safe access to …
B 73 54 69 62 N/A 35 92 98
5463
murphy360
Integrates Google Calendar with the Model Context Protocol to manage events, se…
B 73 55 78 68 27 82 100
5464
LLMTooling
Enables LLMs to send messages and rich embeds to Discord via webhooks, supporti…
B 73 55 80 53 51 81 94
5465
dschuler36
Reaper MCP Server Claim
Connects Reaper projects to an MCP client like Claude Desktop, allowing users t…
B 73 55 72 82 N/A 54 92 57
5466
silkyland
Senior Consult MCP Claim
Enables AI agents to consult expert models (Claude, GPT, Gemini, DeepSeek, Z.ai…
B 73 55 78 57 48 81 99
5467
angrysky56
MCTS MCP Server Claim 3
A Model Context Protocol (MCP) server that enables Claude to use Monte Carlo Tr…
B 73 55 90 91 N/A 41 87 39
5468
lkm1developer
Apollo.io MCP Server Claim 1
A Model Context Protocol server implementation that enables AI assistants to in…
B 73 55 71 67 48 82 91
5469
tosin2013
A server component of the Model Context Protocol that provides intelligent anal…
B 73 54 60 66 N/A 48 90 99
5470
ExpertVagabond
solana Claim
Solana MCP server for wallet, transactions & programs
B 73 54 94 28 N/A 46 95 94
5471
tomholford
Play Tic Tac Toe against an AI opponent using this MCP server.
B 73 54 74 61 N/A 25 94 99
5472
jonnybottles
azure-updates Claim 1
MCP server for Azure Updates RSS feed - search, filter, and summarize Azure ser…
B 73 55 39 70 N/A 76 95 93
5473
tevonsb
Access Home Assistant data and control devices (lights, switches, thermostats, …
B 73 54 86 37 N/A 53 94 91
5474
mastanley13
Connects Claude Desktop to GoHighLevel CRM, providing 269+ tools across 19 cate…
B 73 55 84 68 29 81 91
5475
Amirmahdi-Kaheh
CanIUse MCP Claim
Provides intelligent CSS/JS feature compatibility checking with configurable br…
B 73 55 80 100 54 81 37
5476
dhofer
Enables programmatic access to Austrian mobile carriers (yesss!, Georg, XOXO) a…
B 73 55 66 75 39 81 99
5477
stampchain-io
Stampchain MCP Server Claim 1
A Model Context Protocol server that enables interaction with Bitcoin Stamps da…
B 73 55 77 61 51 81 93
5478
promplate
gh-mcp Claim
Refined MCP server for GitHub GraphQL API. GitHub's official MCP Server expose…
B 73 55 62 82 N/A 46 95 76
5479
VictoriaMetrics
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API a…
B 73 55 72 46 N/A 79 82 93
5480
SamurAIGPT
muapi-cli Claim
Official CLI for muapi.ai — generate images, videos & audio from the terminal. …
B 73 54 94 38 N/A 35 90 100
5481
Ejb503
This TypeScript-based server implements a simple notes system, allowing users t…
B 73 55 96 45 33 81 97
5482
lady-logic
An MCP server for evaluating C# project architecture quality using the Modulari…
B 73 54 79 58 N/A 30 95 94
5483
tndfame
Enables AI agents to send messages, manage rich menus, and interact with users …
B 73 55 66 72 55 81 87
5484
3viky
Enables AI agents to check domain availability, perform batch domain lookups, a…
B 73 55 78 100 45 81 46
5485
seo-rii
oxlint-mcp Claim 1
An MCP server that integrates the high-performance Oxlint linter into AI-powere…
B 73 54 65 58 N/A 61 89 94
5486
guardd
Orcho MCP Server Claim
Provides real-time security risk assessment for AI coding prompts, analyzing po…
B 73 55 84 66 30 81 91
5487
lucasliet
An MCP server that retrieves current GitHub Copilot usage data, including quota…
B 73 55 69 70 53 80 91
5488
Yikizi
Clockify MCP Server Claim 1
Enables time tracking and project management through the Clockify API. Supports…
B 73 55 80 72 47 81 79
5489
GeLi2001
Statsig MCP Server Claim
Enables AI assistants to interact with Statsig's feature management and experim…
B 73 55 84 58 43 81 92
5490
dperussina
An easy-to-use bridge that lets AI assistants like Claude and Cursor IDE direct…
B 73 55 74 62 55 76 94
5491
MadeByTokens
An LLM-optimized server for reverse-engineering and navigating minified JavaScr…
B 73 54 66 62 N/A 54 90 93
5492
5ajaki
Enables Claude to interact with Ethereum nodes, allowing users to check ENS tok…
B 73 55 86 56 38 76 98
5493
minimind-org
A TypeScript template for creating Model Context Protocol servers that enable A…
B 73 54 80 63 N/A 22 95 94
5494
DaveDev42
Expo MCP Server Claim
Enables automated testing and development of Expo/React Native apps through ses…
B 73 54 78 60 N/A 38 84 97
5495
zhenkai-dev
Provides real-time weather forecasts for locations across Malaysia by fetching …
B 73 54 72 67 N/A 27 92 95
5496
georgejeffers
MCP server for UK case law using The National Archives API. Enables LLMs to sea…
B 73 54 55 73 N/A 44 95 94
5497
a157034816
Memory MCP Claim 1
A Rust-based MCP server that provides long-term memory capabilities for AI agen…
B 73 54 72 68 N/A 47 92 77
5498
davidfirst
A VSCode extension that enables AI agents to programmatically control VSCode's …
B 73 54 90 48 N/A 26 95 93
5499
MonsterOne1
memU MCP Server Claim
Enables AI applications to use advanced memory management capabilities through …
B 73 55 84 68 30 81 92
5500
CamdenClark
jira-mcp Claim 1
Provides capabilities for searching Jira issues using JQL and retrieving detail…
B 73 55 78 66 41 81 91
Showing 5451–5500 of 30006 servers
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