MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2651
StarrStack
Enables structured note-taking with markdown support, dynamic tagging system, a…
B 77 54 90 53 N/A 39 95 99
2652
kiennd
Facilitate dynamic and reflective problem-solving through a structured thinking…
B 77 54 80 65 N/A 50 88 95
2653
spences10
Provides persistent memory and knowledge graph capabilities for AI assistants u…
B 77 54 76 57 N/A 62 95 94
2654
jeffkit
Enables users to search for high-quality photos on Unsplash with support for ad…
B 77 55 90 68 41 81 94
2655
koopatroopa787
MCP PC Control Server Claim 1
Provides comprehensive PC control capabilities including file operations (read,…
B 77 55 94 100 N/A 25 95 48
2656
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
2657
Alexander-Herranz
Provide standardized access to comprehensive cryptocurrency market data, exchan…
B 77 55 74 82 N/A 53 81 90
2658
sarmadparvez
postgresql-mcp Claim
A general-purpose PostgreSQL MCP server with full read-write SQL access, atomic…
B 77 55 78 57 71 80 99
2659
Red5d
Beszel MCP Server Claim
Enables interaction with Beszel system monitoring tool to query system and cont…
B 77 55 70 82 60 81 91
2660
Memphora
Memphora Claim
Add persistent memory to AI assistants. Store and recall info across conversati…
B 77 54 90 68 N/A 42 81 96
2661
mikeapp
Provides tools to fetch IIIF manifests and retrieve specific image regions or s…
B 77 55 94 100 56 81 41
2662
qiniu
qiniu-mcp-server Claim
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, …
B 77 55 78 65 74 76 92
2663
uv6725
homeharvest-mcp Claim
B 77 54 78 67 N/A 51 90 93
2664
CPR43
Enable AI assistants to seamlessly interact with your Metabase analytics platfo…
B 77 54 90 72 N/A 23 87 99
2665 B 77 54 94 71 N/A 24 90 90
2666
patrickkarle
LODA MCP Server Claim
Provides token-efficient document search and retrieval for LLMs by returning re…
B 77 54 94 56 N/A 39 92 94
2667
btwld
nest-mcp Claim
Build Model Context Protocol (MCP) servers, clients, and gateways using the Nes…
B 77 54 90 38 N/A 70 95 92
2668
cxs85
Enables management of domains and DNS records through the Name.com REST API. Us…
B 77 55 94 68 35 82 95
2669
Gitmaxd
A Model Context Protocol server that enables AI assistants to create, update, a…
B 77 55 85 68 47 82 93
2670
MauriceIsrael
SmartMemory Claim
Neuro-symbolic memory for LLMs (POC)
B 77 54 78 58 N/A 58 95 91
2671
r-huijts
oorlogsbronnen-mcp Claim
Oorlogsbronnen (War Sources) API integration for accessing historical WWII reco…
B 77 55 88 65 53 82 91
2672
an8888allen-maker
Enables Claude to connect to and interact with SQLite, SQL Server, PostgreSQL, …
B 77 55 84 60 56 81 100
2673
bbusenius
FI-MCP Claim 2
Provides AI assistants with access to 30+ validated financial independence calc…
B 77 55 96 100 N/A 42 95 30
2674
k8ika0s
mcp-tmux Claim 1
Model Context Protocol server that lets LLMs collaboratively drive tmux
B 77 55 80 82 N/A 74 95 51
2675
otc-ai
mcp-otc Claim 2
Fork from Etherscan dedicated for chain-id 175
B 77 55 94 62 38 82 100
2676
iannuttall
Flux UI MCP Server Claim 1
Provides reference information for Flux UI components, enabling AI assistants t…
B 77 55 78 100 N/A 45 95 54
2677
aitytech
agentkits-memory Claim
Persistent memory for AI coding assistants with hybrid search (FTS5 + vector em…
B 77 54 96 25 N/A 76 95 94
2678
n8nKOR
n8n-workflow-mcp Claim
이젠 n8n workflow도 vibe 하게🚀 n8n workflow assistant mcp server
B 77 54 78 58 N/A 67 92 87
2679
Yelp
Enables conversational interactions with Yelp's business data through an MCP se…
B 77 55 66 82 N/A 43 95 90
2680
imjdl
Nmap MCP Server Claim
A Model Control Protocol server that provides access to nmap network scanning f…
B 77 54 94 56 N/A 40 87 96
2681
Invoke-RE
BinjaLattice provides a secure interface for Binary Ninja that enables AI agent…
B 77 54 90 41 N/A 61 95 94
2682
andydukes
MCP-Flowise Claim
A Python package that implements a Model Context Protocol server for integratin…
B 77 55 78 82 47 80 93
2683
DynamicEndpoints
ESPN MCP Server Claim
Provides comprehensive access to ESPN's sports APIs for live scores, team infor…
B 77 55 84 61 58 82 99
2684
luarss
openroad-mcp Claim
The OpenROAD MCP server - interactive EDA sessions via Model Context Protocol
B 77 54 72 58 N/A 73 92 93
2685
IzumiSy
Enables connecting to and querying multiple database types (PostgreSQL, MySQL, …
B 77 55 68 100 79 81 56
2686
PromptishOperations
Revenue Engine MCP Claim
Connects Claude AI to Google Sheets, Gmail, and Calendar for comprehensive reve…
B 77 55 84 82 N/A 26 95 80
2687
satyamkumar420
YT-NINJA Claim
Enables AI-powered YouTube video analysis including transcript management, vide…
B 77 55 94 65 30 81 100
2688
blake365
Provides access to the USGS Quakes API within Claude Desktop, enabling users to…
B 77 55 94 100 N/A 40 95 37
2689
gavinHuang
Provides search functionality for arXiv.org papers through the official arXiv A…
B 77 55 78 82 40 81 95
2690
Mnehmos
arXiv MCP Server Claim 1
Enables searching and retrieving academic papers from arXiv by various criteria…
B 77 55 96 100 48 81 45
2691
aringad
fattureincloud-mcp Claim 1
Italian e-invoicing with Fatture in Cloud. Create, send to SDI, manage clients.
B 77 55 84 74 N/A 51 83 87
2692
ahmaddioxide
image-resolver Claim 1
MCP server for context-aware royalty-free image search from Pexels and Unsplash
B 77 55 67 100 N/A 60 83 71
2693
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
2694
WW-AI-Lab
A production-ready development scaffold for MCP servers, optimized for Cursor I…
B 77 55 78 70 61 81 95
2695
its-just-ui
Enables AI-powered generation, customization, and documentation of its-just-ui …
B 77 55 88 58 64 82 91
2696
wxkingstar
🧩 **WeCom & Feishu OpenAPI MCP 插件** 英文名称: wecom-feishu-openapi-mcp 中文名称: 企业微信…
B 77 55 72 100 N/A 54 90 60
2697
opendining
Ableton Live MCP Claim
Enables AI agents to control and inspect Ableton Live by executing Python code …
B 77 55 60 82 N/A 55 95 89
2698
niradler
dependency-mcp Claim 2
MCP server for checking package versions across multiple package managers
B 77 55 85 100 N/A 30 95 55
2699
bbdaniels
Music MCP Claim 1
Enables AI assistants to control Apple Music on macOS through AppleScript, prov…
B 77 55 96 83 N/A 55 95 42
2700
haasonsaas
Provides a shared context layer for AI agent teams to improve token efficiency …
B 77 54 90 63 N/A 34 92 96
Showing 2651–2700 of 30006 servers
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