MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

59573
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2551
umitkavala
mindpm Claim 1
Persistent project memory for LLMs via SQLite. Never re-explain your project ag…
B 77 55 84 100 N/A 59 82 47
2552
copyleftdev
fabric-atelier Claim
AI-powered content processing with 226 Fabric patterns for writing, analysis, a…
B 77 54 96 63 N/A 35 90 86
2553
benpm
LLDB MCP Server Claim 1
Provides structured debugging capabilities through LLDB, enabling AI assistants…
B 77 55 72 82 N/A 43 95 84
2554
codemaestroai
Provides secure filesystem access for AI assistants with optimizations like fil…
B 77 54 96 63 N/A 18 95 96
2555
tuannvm
OAuth 2.1 authentication library for Go MCP servers
B 77 54 84 43 N/A 76 95 91
2556
tannernicol
Grimoire Claim 1
A local security knowledge base that indexes documentation like CVEs and CWEs u…
B 77 55 94 91 58 81 49
2557
eaisdevelopment
mcp-multi-edit Claim 1
Atomic multi-file find-and-replace by Essential AI Solutions (essentialai.uk)
B 77 55 90 100 N/A 42 95 39
2558
elgentos
Enables AI agents to interact with Magento 2 development environments through c…
B 77 54 74 58 N/A 77 87 95
2559
laktek
Integrates Neovim buffers with Claude, enabling real-time buffer awareness and …
B 77 54 90 56 N/A 30 95 100
2560
hanweg
mcp-discord Claim
Provides Discord integration capabilities to MCP clients like Claude Desktop.
B 77 55 86 63 47 81 100
2561
localden
🔒 Reference MCP servers that demo how authentication works with the current Mod…
B 77 54 80 65 N/A 34 95 100
2562
multiluca2020
Provides structured sequential thinking capabilities for AI assistants to break…
B 77 55 78 100 N/A 50 95 47
2563
ashenud
MySQL MCP Server Claim 1
Enables connecting to and querying MySQL databases directly from Cursor IDE, wi…
B 77 55 84 100 47 81 58
2564
RPGMais
n8n MCP Server Claim
The most complete MCP server for n8n — 43 tools for workflows, data tables, and…
B 77 55 78 82 N/A 52 83 85
2565
lvdaxianer
Provides a tool to retrieve the current date and time with customizable formatt…
B 77 55 74 100 30 81 86
2566
ravikant1918
neurodev-mcp Claim 2
NeuroDev MCP is a smart Model Context Protocol server for Python development. I…
B 77 55 94 91 N/A 58 89 40
2567
spre-sre
lumino-mcp-server Claim
AI-powered SRE observability for Kubernetes and OpenShift with 40+ tools for Te…
B 77 54 88 31 75 95 100
2568
Jahanzaib-Kaleem
Automatically generates and maintains living documentation for codebases by cre…
B 77 54 94 52 N/A 48 94 89
2569
stat-guy
Provides comprehensive web, news, and Twitter search capabilities using the xAI…
B 77 55 100 55 48 80 91
2570
ztuskes
Provides offline access to complete Garmin Connect IQ SDK 8.2.3 documentation w…
B 77 54 94 71 N/A 24 90 90
2571
SuperCrazyKaizen
A Model Context Protocol server that enables execution of AppleScript and JavaS…
B 77 55 57 82 N/A 57 95 92
2572
bonetrees
Shodan MCP Server Claim
Provides Claude with access to Shodan for IP address lookups, service discovery…
B 77 55 86 72 39 81 96
2573
JiantaoFu
An MCP server that provides comprehensive market intelligence by analyzing data…
B 77 55 57 100 52 81 94
2574
charlesmuchene
Android Prefs MCP Server
B 77 55 74 100 N/A 60 87 55
2575
zhendi
test-1 Claim
test-1
B 77 55 90 66 47 80 95
2576
Null-Phnix
Provides Claude with full access to Apple Calendar on macOS for event managemen…
B 77 55 90 100 N/A 30 95 51
2577
sarath-451
tomcat Claim
Local MCP server for AI-assisted Apache Tomcat management and diagnostics
B 77 54 78 46 N/A 67 95 100
2578
PabloLION
MCP Echo Env Claim
Echoes environment variables (PWD and WORKSPACE_SLUG) to verify that MCP client…
B 77 55 60 87 N/A 35 95 100
2579
Philip-Walsh
Provides live weather data and forecasts for any location worldwide through bot…
B 77 55 96 72 17 81 100
2580
SimplyMinimal
fleet-mcp Claim 3
An MCP server that provides tools for managing and monitoring your Fleet Device…
B 77 54 65 71 N/A 82 83 88
2581
aaker
OpenAPI MCP Server Claim
Transforms OpenAPI 3.x specifications into MCP tools, enabling Large Language M…
B 77 55 96 68 25 81 98
2582
Augmented-Nature
AlphaFold-MCP-Server Claim 1
A comprehensive Model Context Protocol (MCP) server that provides access to the…
B 77 55 94 62 N/A 34 83 100
2583
ai4curation
owl-mcp Claim
MCP server for OWL applications
B 77 55 64 82 N/A 47 95 92
2584
babuvenky76
Provides specialized tools for portfolio health analysis, rebalance simulations…
B 77 55 88 70 53 80 87
2585
ruslanmv
Enables AI agents to clone entire websites, download files, manage authenticati…
B 77 55 96 43 71 81 92
2586
n3r0-b1n4ry
Integrates with the AbuseIPDB API to check IP addresses for abuse reports and r…
B 77 55 90 68 40 81 98
2587
promplate
hmr Claim
Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
B 77 66 84 90 52 56 81 92
2588
gbrigandi
An MCP proxy that pseudo-anonymizes PII before data reaches external AI provide…
B 77 55 90 57 53 81 100
2589
iansinnott
Enables Claude Code and Claude Desktop to interact with Obsidian vaults through…
B 77 54 94 35 N/A 67 95 94
2590
bsmi021
Chain of Draft Server is a powerful AI-driven tool that helps developers make b…
B 77 54 84 60 N/A 52 92 90
2591
yuriyo
Enables accessing and extracting files from remote zip archives over HTTP, HTTP…
B 77 55 62 82 60 81 99
2592
robertn702
Enables Model Context Protocol tools for automating web browsers and Electron d…
B 77 55 86 57 61 82 94
2593
angrysky56
MCP-Logic Claim 1
MCP-Logic is a server that provides AI systems with automated reasoning capabil…
B 77 54 90 56 48 95 89
2594
meyannis
ClaudePost Claim
Enables seamless email management through natural language conversations with C…
B 77 54 84 60 N/A 46 95 93
2595
yanmxa
scriptflow-mcp Claim
A script workflow management system that transforms complex, repetitive AI inte…
B 77 54 100 51 N/A 40 95 88
2596
arian-gogani
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
B 77 44 72 N/A N/A 35 95 96
2597
hanweg
mcp-pdf-tools Claim 1
mcp using PyPDF2 to: • merge-pdfs • extract-pages • search-pdfs • merge-pdf…
B 77 54 86 55 N/A 45 95 98
2598
TopazLabs
topaz-mcp Claim
AI image enhancement (upscaling, denoising, sharpening) via Topaz Labs API. Sup…
B 77 55 84 73 49 82 89
2599
atharvagupta2003
Integrates with Lemon Squeezy to manage subscriptions, checkouts, products, ord…
B 77 55 84 67 45 81 99
2600
ajtgjmdjp
edinet-mcp Claim
Access Japanese financial disclosures (EDINET). Search companies, retrieve BS/P…
B 77 54 84 43 N/A 81 85 94
Showing 2551–2600 of 59573 servers
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