MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27057
Scored
1725
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21651 C 63 33 60 N/A N/A 24 95
21652
palolxx
Integrates Google's Gemini API to provide sequential analytical thinking and pr…
C 63 44 84 47 23 81
21653
214140846
skillhub-mcp Claim
MCP server that exposes Claude-style skills to any MCP client.
C 63 43 60 32 N/A 69 95
21654
acnlabs
A basic MCP server template that provides a foundation for building custom tool…
C 63 43 84 33 N/A 27 95
21655
mizchi
TypeScript MCP Claim
A specialized server that provides advanced TypeScript code manipulation and an…
C 63 43 48 28 N/A 92 94
21656
Bdata0
Enables hotel booking operations through the Exely Distribution API via natural…
C 63 44 66 73 22 81
21657
CDataSoftware
Microsoft SQL Server MCP Server by CData
C 63 33 58 N/A N/A 30 95
21658
uisato
Enables programmatic control over Ableton Live sessions through natural languag…
C 63 43 78 30 N/A 51 88
21659
Algovate
XHS MCP Claim
Enables interaction with Xiaohongshu (Little Red Book) platform through automat…
C 63 43 54 43 N/A 62 95
21660
WayforthOfficial
wayforth Claim
Search engine and payment rail for AI agents. 2,300+ services, semantic ranking.
C 63 33 54 N/A N/A 36 95
21661
jasondostal
Cairn Claim
Persistent memory for AI agents and humans. Store, search, and discover pattern…
C 63 43 56 41 N/A 81 82
21662
AnglerfishChess
chess-uci-mcp Claim
An MCP bridge that provides an interface to UCI-compatible chess engines like S…
C 63 43 64 41 N/A 52 92
21663
scaratec
Trello Claim 1
MCP server for Trello — manage boards, lists, cards, attachments and more via C…
C 63 33 57 N/A N/A 58 75
21664
zekozhang
mcp-remote-static Claim
Connects MCP clients to remote servers using static OAuth 2.0 client authentica…
C 63 44 62 43 67 80
21665
besoeasy
open-skills Claim
Battle-tested skill library for AI agents. Save 98% of API costs with ready-to-…
C 63 33 58 N/A N/A 27 95
21666
richlira
Compass MCP Claim
A shared operational layer that synchronizes tasks and project contexts across …
C 63 33 54 N/A N/A 34 95
21667
kaptainkangaroo
mcp-mautic Claim 1
C 63 43 78 45 N/A 25 90
21668
Sengtocxoen
SAST MCP Server Claim
Integrates 15+ static application security testing tools (Semgrep, Bandit, Truf…
C 63 44 90 31 43 76
21669
Geddart
RV MCP Server Claim
Bridges AI assistants to Autodesk RV for managing media review sessions through…
C 63 43 72 32 N/A 64 84
21670
istarwyh
MCP Advisor Claim
A discovery and recommendation service that helps AI assistants find Model Cont…
C 63 44 60 41 74 81
21671
ProfRandom92
Provides an interface to the CompText DSL Codex stored in Notion, enabling user…
C 63 44 60 38 80 81
21672
Dokujaa
Enables Claude Desktop to control and interact with the Godot Engine editor thr…
C 63 43 80 43 N/A 18 95
21673
kai-builder
Stacks MCP Server Claim 1
Enables interaction with the Stacks blockchain through Claude Desktop. Manage w…
C 63 43 42 63 N/A 62 90
21674
DROMA01
DROMA MCP Server Claim
Enables natural language interactions with cancer pharmacogenomics data through…
C 63 44 60 65 42 82
21675
YuzeHao2023
A curated list of Model Context Protocol (MCP) servers
C 63 33 48 N/A N/A 46 95
21676
pbulbule13
Production-grade Google services integration (Gmail, Calendar, Drive, Sheets, K…
C 63 44 84 51 22 81
21677
teamssUTXO
Bitcoin-MCP-Server Claim
The first MCP Server dedicated to Bitcoin ecosystem
C 63 43 62 28 N/A 70 95
21678
Fabrutus
mcp-servers Claim
C 63 43 68 60 N/A 28 87
21679
theYahia
mango-office-mcp Claim 1
MCP server for Mango Office API — calls, users. 2 tools.
C 63 33 49 N/A N/A 58 83
21680
awslabs
Analyzes application code locally to automatically generate baseline AWS IAM id…
C 63 44 64 33 79 81
21681
royalplugins
Royal MCP Claim
Production MCP server that runs as a WordPress plugin, exposing 40+ tools for m…
C 63 33 60 N/A N/A 25 95
21682
lbds137
A Model Context Protocol server that enables Claude to collaborate with Google'…
C 63 44 69 46 54 81
21683
agenerationforwordz-tech
strata Claim
Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.
C 63 33 72 N/A N/A 30 78
21684
441126098
Mongo-MCP Claim
Enables LLMs to interact with MongoDB databases through a complete suite of CRU…
C 63 44 78 40 44 80
21685
hedibertosilva
mcp-mgccli Claim
Exposes 7 read-only MCP tools for Magalu Cloud products (block storage, virtual…
C 63 33 60 N/A N/A 27 95
21686
icy-r
Bitbucket MCP Claim 1
Enables AI assistants to manage Bitbucket Cloud repositories, pull requests, br…
C 63 44 60 43 72 82
21687
GaplyDev01
A Node.js Express server that provides access to CoinGecko's cryptocurrency dat…
C 63 44 60 63 43 82
21688
ddalkakgames
UE5 MCP plugin for AI-driven Unreal Editor and game development workflows.
C 63 33 48 N/A N/A 45 95
21689
yzfly
MCP 资源精选, MCP指南,Claude MCP,MCP Servers, MCP Clients
C 63 33 48 N/A N/A 46 95
21690
joey-zhou
小智ESP32的Java企业级管理平台,提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案
C 63 43 50 40 N/A 71 95
21691
exponentlabshq
Enables comprehensive Stacks blockchain development with 30+ specialized tools …
C 63 44 78 61 16 81
21692
QustXuHao
paper-search-mcp Claim
C 63 43 76 28 N/A 47 95
21693
agentsdance
agentx Claim
AgentX - Agent Extension: MCP Servers, Agent Skills and Plugins Manager
C 63 43 64 22 N/A 71 95
21694
airmcp-com
A self-learning AI standards system that automatically detects patterns from us…
C 63 43 72 12 N/A 75 95
21695
gajanm
Blender MCP Server Claim
Enables AI agents to control Blender 3D software through natural language comma…
C 63 43 60 60 N/A 30 95
21696
19-84
redd-archiver Claim
A PostgreSQL-backed archive generator that creates browsable HTML archives from…
C 63 43 58 31 N/A 72 95
21697
cwmoore-ai
A lightweight FastAPI server that allows remote execution of shell commands on …
C 63 44 60 70 37 81
21698
dream-num
univer-mcp Claim
AI-powered spreadsheet automation through Model Context Protocol (MCP) server f…
C 63 33 54 N/A N/A 34 95
21699
markswendsen-code
Nordstrom MCP Server Claim 1
A Model Context Protocol connector that allows users to search products, manage…
C 63 44 96 27 30 83
21700
mojenmojen
Enables AI-powered task management in OmniFocus with support for project review…
C 63 43 54 65 N/A 31 95
Showing 21651–21700 of 33537 servers
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