MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4701
kzmshx
Frontmatter MCP Claim
Enables querying and updating Markdown frontmatter metadata using DuckDB SQL, w…
B 74 54 76 31 N/A 76 95 97
4702
nacal
Allows AI assistants to connect to and control Minecraft players on remote serv…
B 74 55 60 72 73 80 91
4703
FrancoSbaffi
xhs-mcp Claim
Enables AI agents to automatically publish photo notes to Xiaohongshu (RedNote)…
B 74 54 90 50 N/A 43 87 93
4704
Sorbh
Provides programmatic access to 30+ Basecoat CSS (HTML port of ShadCN UI) compo…
B 74 55 94 57 25 81 99
4705
Heratiki
LocalLama MCP Server Claim 1
Routes coding tasks to local and remote LLMs with intelligent cost-quality opti…
B 74 54 81 66 N/A 31 95 84
4706
padak
Enables AI agents to search, monitor, and analyze Reddit's communities and disc…
B 74 55 78 67 44 81 92
4707
cfenzo
domain-mcp Claim 1
Enables domain name availability checking through DNS and WHOIS lookups with co…
B 74 55 90 57 29 82 99
4708
magicuidesign
mcp Claim 1
Official Magic UI MCP server.
B 74 55 68 100 N/A 61 95 37
4709
KS-GEN-AI
confluence-mcp-server Claim 1
Get Confluence data via CQL and read pages.
B 74 55 86 65 45 74 91
4710
yogthos
lattice-mcp Claim 2
Enables processing documents larger than LLM context windows using symbolic com…
B 74 54 75 58 N/A 45 90 97
4711
chrisvin-jabamani
Enables Claude Desktop to read terminal command output by capturing commands pr…
B 74 54 78 58 N/A 32 92 99
4712
HITENDRAPAL3
YouTube MCP Server Claim 1
Enables AI agents to search for YouTube videos and play them in the default bro…
B 74 55 94 62 27 80 91
4713
inteligencianegociosmmx
Vega-Lite MCP Server Claim 1
Provides AI assistants with access to Vega-Lite documentation, visualization ex…
B 74 55 94 91 45 81 42
4714
Garoth
SendGrid MCP Server Claim 2
Provides an interface to manage email marketing, contact lists, dynamic templat…
B 74 55 90 68 23 78 96
4715
steiner385
Enables semantic code search across codebases using Qdrant vector database and …
B 74 55 94 40 53 82 96
4716
Vorota-ai
Shodan MCP Server Claim
Enables AI agents to perform passive reconnaissance, vulnerability intelligence…
B 74 54 76 53 49 92 94
4717
zcaceres
gtasks-mcp Claim 2
An MCP server to Manage Google Tasks
B 74 55 75 62 48 80 99
4718
mattsq
EMS MCP Server Claim
Provides LLM access to the Event Monitoring System (EMS) API for comprehensive …
B 74 55 72 71 48 80 93
4719
getalby
nwc-mcp-server Claim
Bitcoin Lightning wallet integration powered by Nostr Wallet Connect
B 74 55 76 66 N/A 39 81 100
4720
ExpertVagabond
53-tool MCP server for Sui blockchain — wallets, DeFi, Move contracts, staking,…
B 74 54 94 33 N/A 67 82 91
4721
DarkEden-coding
Analyzes source code across multiple languages to extract structural elements l…
B 74 54 84 56 N/A 30 94 94
4722
dbsectrainer
Health monitoring for all your MCP servers
B 74 44 58 N/A N/A 62 83 96
4723
mcp-tool-shop-org
MCP File Forge Claim 3
A Model Context Protocol server for secure, sandboxed file operations and proje…
B 74 55 57 100 N/A 77 92 44
4724
Korfu
Bitbucket MCP Server Claim 1
A Model Context Protocol server that integrates Cursor IDE with Bitbucket Cloud…
B 74 55 75 67 46 81 98
4725
PancrePal-xiaoyibao
Enables searching and querying clinical trials from ClinicalTrials.gov with int…
B 74 55 94 55 47 81 83
4726
arjunkmrm
Attio MCP Server Claim
Enables AI assistants to interact with Attio CRM through natural language, prov…
B 74 55 90 51 49 81 91
4727
geobio
Airbnb MCP Server Claim 1
Enables searching for Airbnb listings and retrieving detailed property informat…
B 74 54 84 56 42 91 91
4728
jkearney126
Provides specialized tools for electromagnetics and magnetic circuit analysis, …
B 74 55 90 56 25 84 100
4729
URDJMK
SerpApi MCP Server Claim
Integrates with SerpAPI and YouTube to provide comprehensive search capabilitie…
B 74 55 78 75 43 81 86
4730
bunnyf
kicad-mcp-server Claim 1
MCP server for AI-assisted PCB design with KiCad 9.x
B 74 54 71 58 N/A 59 95 88
4731
urfanazad
Enables ChatGPT and Claude Desktop to post text content directly to your Linked…
B 74 54 74 68 N/A 27 95 97
4732
MediocreTriumph
Tmux MCP Server Claim
Enables programmatic control over tmux terminal sessions for SSH access, comman…
B 74 54 90 58 N/A 30 84 94
4733
hiveflowai
Connects AI assistants (Claude, Cursor, etc.) directly to the HiveFlow automati…
B 74 55 78 68 45 76 95
4734
PatrickPalmer
MayaMCP Claim 1
MCP server for Autodesk Maya
B 74 54 81 53 N/A 55 87 91
4735
bpamiri
U2 MCP Server Claim 1
Connect AI assistants to Rocket Universe/UniData MultiValue databases via MCP.
B 74 54 72 46 N/A 74 83 100
4736
epicsagas
alcove Claim
MCP server that gives AI coding agents on-demand access to private project docs…
B 74 54 78 31 N/A 76 95 96
4737
famano
MCP Server Office Claim
A server providing tools to read, write, and edit Microsoft Word (docx) files t…
B 74 54 78 57 N/A 57 89 88
4738
MadhurToshniwal
Integrates the OpenWeather API with Claude to provide real-time weather updates…
B 74 55 78 63 39 82 100
4739
samanhappy
mcphub Claim
A unified hub for centrally managing and dynamically orchestrating multiple MCP…
B 74 54 90 38 N/A 92 90 64
4740
oculairmedia
An MCP server implementation that enables interaction with the Letta API for ma…
B 74 55 79 63 78 81 70
4741
aryanduntley
aifp Claim
Database-driven FP enforcement and project management for AI-maintained codebas…
B 74 54 96 26 N/A 62 92 91
4742
geniuskey
Enables Excel automation via xlwings COM, supporting DRM-protected files and li…
B 74 54 78 36 N/A 78 90 94
4743
just-every
MCP Task Claim 2
Async MCP server for running long-running AI tasks with real-time progress moni…
B 74 55 96 82 48 81 48
4744
TheSethRose
A TypeScript template for building Model Context Protocol (MCP) servers that en…
B 74 54 68 68 N/A 38 92 100
4745
raghupalash
Anki MCP Server Claim 1
Provides programmatic access to Anki flashcard operations through the AnkiConne…
B 74 54 84 57 N/A 24 94 100
4746
AICre8dev
AICre8 MCP Server Claim
Enables AI agents to create, modify, and deploy web projects through the AICre8…
B 74 55 76 66 53 76 97
4747
dend
guildbridge Claim
🏰 Remotely hosted MCP server for Discord
B 74 55 62 73 N/A 54 80 100
4748
Handwriting-OCR
Handwriting OCR Claim 2
Integrate your applications with the Handwriting OCR service to effortlessly up…
B 74 54 90 61 N/A 21 90 95
4749
kaznak
Allows executing shell commands within a secure Docker container through Claude…
B 74 54 70 58 N/A 63 87 90
4750
isair
jarvis Claim
Your AI assistant that never forgets and runs 100% privately on your computer. …
B 74 54 94 25 N/A 60 95 95
Showing 4701–4750 of 46053 servers
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