MCP Server Quality Scores

Independent quality analysis of 48148 public MCP servers

48148
Discovered
29622
Scored
2112
Verified
16952
Complete

Last updated 1 hour ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9501
JoshuaRileyDev
An MCP server to list and launch applications on MacOS
C 67 54 65 57 N/A 20 82 100
9502
kongyo2
A powerful Model Context Protocol (MCP) server that provides enhanced Google se…
C 67 55 60 100 43 81 40
9503
mcollina
MCP Node Fetch Claim 3
An MCP server that enables fetching web content using the Node.js undici librar…
C 67 55 57 65 34 82 93
9504
m-umemura-pitdesign
MCP Parking Server Claim 2
A read-only MCP server for querying parking management systems using natural la…
C 67 55 72 62 26 82 81
9505
maxronner
task-mcp Claim 1
An MCP server for Taskwarrior that implements agent claim and lease semantics f…
C 67 54 45 70 N/A 32 90 97
9506
JarvisOnM4
MCP server for AI agents to report infrastructure needs they encounter during t…
C 67 54 51 52 N/A 47 90 95
9507
Adrie-coder
A server that assists users in finding electronic components compatible with JL…
C 67 54 62 50 N/A 56 90 75
9508
eiceblue
Enables AI agents to create, read, modify, and convert Word documents without M…
C 67 55 84 31 40 80 94
9509
patchadams79
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 67 54 66 73 N/A 27 95 59
9510
ProfessionalWiki
MediaWiki Claim
Enable Large Language Model clients to interact seamlessly with any MediaWiki w…
C 67 66 88 62 0 82 80 99
9511
DaveDev42
Enables AI assistants to automate and test Tauri desktop applications through t…
C 67 54 78 28 N/A 37 89 96
9512
AliNagy
godspeed-mcp Claim
Server that allows interaction with Godspeed task application using API.
C 67 55 60 66 50 80 75
9513
maxisoft-git
InstantCMS MCP Server Claim 1
Provides a specialized environment for developing InstantCMS 2 addons and templ…
C 67 54 84 53 N/A 32 95 55
9514
vlttnv
Kubernetes Monitor Claim
A read-only MCP server for Kubernetes that allows querying cluster information …
C 67 55 82 26 41 81 99
9515
YakupAtahanov
SuperMCP Server Claim
A powerful orchestration layer for Model Context Protocol (MCP) servers that en…
C 67 55 72 33 48 81 98
9516
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
9517
Yang-Charles
Enables AI assistants to perform IP geolocation and nearby place searches using…
C 67 54 54 71 N/A 31 95 75
9518
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
9519
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
9520
huoshuiai42
An MCP server that provides document format conversion
C 67 54 45 67 N/A 31 90 97
9521
gamittal-ak
Akamai Traffic MCP Claim 1
Exposes the Akamai Reporting API v2 to enable traffic analysis, cache offload m…
C 67 55 60 71 25 82 89
9522
GJakobi
Hatchet MCP Server Claim 1
Enables monitoring and debugging of Hatchet workflows and jobs through MCP clie…
C 67 55 82 37 27 82 97
9523
Rikxed
A Python-based SQLite MCP server supporting database read/write operations with…
C 67 55 72 61 26 81 87
9524
hungryweb
CS-Cart MCP Server Claim 1
A Model Context Protocol server that provides comprehensive tools for managing …
C 67 55 63 100 N/A 20 95 40
9525
hkk101
MCP Server for MySQL Claim 2
A Model Context Protocol server that provides read-only access to MySQL databas…
C 67 55 73 82 39 81 49
9526
hoppo-chan
Memory Bank MCP Claim
A Model Context Protocol plugin that helps AI assistants maintain persistent pr…
C 67 55 60 62 39 81 90
9527
VaishnaviJagan
Exposes Petstore API endpoints as tools for AI assistants using the Model Conte…
C 67 55 94 38 22 81 84
9528
mateusjunges
An OAuth-authenticated MCP server that bridges Claude AI with a task management…
C 67 55 72 68 24 81 80
9529
Yonsn76
MyPos MCP Claim
A Model-Context-Protocol server that connects to MySQL or PostgreSQL databases,…
C 67 54 48 62 N/A 25 95 100
9530
sunhye
Get real-time conditions and ultra-short-term forecasts across South Korea. Che…
C 67 54 64 55 N/A 44 92 77
9531
mahdin75
gis-mcp Claim
A Model Context Protocol (MCP) server implementation that connects Large Langua…
C 67 55 64 33 N/A 74 82 87
9532
akitchin
A Model Context Protocol server that enables AI assistants to manage downloads,…
C 67 55 63 68 21 80 95
9533
andyl25
A Model Context Protocol server that connects to Google Cloud services, allowin…
C 67 54 57 68 N/A 26 95 80
9534
Cyanty
Arcs-MCP Claim
A multi-platform one-click article publishing tool for MCP Service.
C 67 54 60 52 N/A 45 95 78
9535
Aganium
agenium-mcp-server Claim
Bridge MCP servers to the AGENIUM agent:// network via DNS discovery
C 67 66 94 72 0 55 80 99
9536
LazerThings
An MCP server that leverages multiple Claude instances to provide enhanced resp…
C 67 55 75 52 23 81 92
9537
tesla0225
MCP Create Server Claim 1
A dynamic service that creates and manages Model Context Protocol (MCP) servers…
C 67 55 78 75 47 81 41
9538
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
9539
TimBroddin
Astro MCP Server Claim 2
Enables access to Astro's App Store Optimization (ASO) database for analyzing a…
C 67 54 94 27 N/A 44 84 76
9540
MauricioDuarte100
Professional security testing server with 50+ integrated tools for web applicat…
C 67 54 82 33 N/A 34 89 91
9541
StealthBadger747
mcp-omnienv-nix Claim
Enables creation of ephemeral, polyglot development environments using Nix for …
C 67 55 54 82 N/A 21 95 73
9542
crunchloop
MCP Devcontainers Claim 1
An MCP server that enables interaction with development containers through the …
C 67 55 47 82 N/A 64 95 44
9543
sonirico
mcp-shell Claim
🏎️ 🏠 🍎 🪟 🐧 Give hands to AI. MCP server to run shell commands securely, auditab…
C 67 54 60 36 N/A 73 82 94
9544
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
9545
melihbirim
Enables AI assistants to interact with PostgreSQL databases using natural langu…
C 67 55 62 62 28 80 98
9546
hsinyuyen
PostgreSQL MCP Server Claim 1
Provides read-only access to PostgreSQL databases, enabling LLMs to inspect dat…
C 67 55 84 55 19 76 89
9547
YC-Agents-Hackathon
Enables web and local business searches through the Brave Search API. Provides …
C 67 55 78 53 23 81 91
9548
Danielpeter-99
calcom-mcp Claim 1
MCP server for Calcom. Manage event types, create bookings, and access Cal.com …
C 67 54 61 43 N/A 39 95 96
9549
gh-hirokuma
Trello MCP Server Claim
Enables interaction with Trello through the Trello API, allowing users to manag…
C 67 55 54 65 32 80 100
9550
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 9501–9550 of 48148 servers
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