MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53751
falegria86
Connects Zoho Projects with Claude AI to manage projects, tasks, time tracking,…
— ○ ⏳ — N/A N/A — — —
53752
barrhawk
BarrHawk Claim
Enables automated end-to-end testing and verification of web applications throu…
— ○ ⏳ — N/A N/A — — —
53753
jeromeberg
A simple MCP server to manage YouTube playlists built in TypeScript.
— ○ ⏳ — N/A N/A — — —
53754
Ambrose1
AI-powered video clipping server that analyzes subtitles and audio to detect hi…
— ○ ⏳ — N/A N/A — — —
53755
sasajib
Consolidates code understanding, documentation, browser automation, memory, and…
— ○ ⏳ — N/A N/A — — —
53756
tengolabs
Goal and process maps for humans and AI agents on your own server.
— ○ ⏳ — N/A N/A — — —
53757
lildebil0
Enables LLMs to automate SolidWorks (open/save parts, modify dimensions, export…
— ○ ⏳ — N/A N/A — — —
53758
chenkumi
High-privilege MySQL admin MCP server for database and user/grant management.
— ○ ⏳ — — — — — —
53759
CSOAI-ORG
pci-dss-mcp Claim
pci-dss-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
53760
cebarrett
mlbb-mcp Claim
Enables querying Mobile Legends: Bang Bang hero data including win rates, count…
— ○ ⏳ — — — — — —
53761
arturseo-geo
MCP server for on-page SEO auditing and JSON-LD schema validation, providing to…
— ○ ⏳ — — — — — —
53762
ai-creed
ai-cortex Claim
Provides durable project context for coding agents, including project maps, ses…
— ○ ⏳ — N/A N/A — — —
53763
Yaeshio
FreeCAD MCP Claim
Enables Claude Desktop to control FreeCAD for 3D CAD modeling, including creati…
— ○ ⏳ — — — — — —
53764
Travel-Code-Inc
Enables AI assistants to search flights and hotels, manage bookings, check flig…
— ○ ⏳ — — — — — —
53765
umbertotancorre
youtube-mcp Claim
Enables AI agents to fetch transcripts, metadata, and download videos/audio fro…
— ○ ⏳ — N/A N/A — — —
53766
DivineAPI
The MCP server for Divine API's Indian Astrology services, allowing AI assistan…
— ○ ⏳ — — — — — —
53767
1425sd
spine-mcp Claim
Local MCP server for automating Spine projects via the official CLI, enabling A…
— ○ ⏳ — N/A N/A — — —
53768
AhmedAhmedEG
Math MCP Claim
A comprehensive math utility server implementing the Model Context Protocol (MC…
— ○ ⏳ — — — — — —
53769
TrungPhuNA
Enables managing bugs and test cases in Google Sheets via Claude Code, with too…
— ○ ⏳ — N/A N/A — — —
53770
pedronahum
Enables AI assistants like Claude to discover, validate, and simulate all 18 AC…
— ○ ⏳ — — — — — —
53771
Mizstik
Enables retrieval of YouTube video transcripts/subtitles and titles using yt-dl…
— ○ ⏳ — N/A N/A — — —
53772 — ○ ⏳ — N/A N/A — 95 —
53773
Star-957
multi-ai-hub Claim
Privacy-first local MCP hub for coordinating multiple AI providers from Claude …
— ○ ⏳ — N/A N/A — — —
53774
l22-io
orchard-mcp Claim
MCP server for Apple Calendar, Mail, Reminders, and Files on macOS using native…
— ○ ⏳ — N/A N/A — — —
53775
vaibhavpandeyvpz
slackxmcp Claim
Enables MCP-compatible clients to interact with Slack through Web API tools and…
— ○ ⏳ — — — — — —
53776
vaporif
MCP server for Qdrant vector database with local BERT embeddings. Enables seman…
— ○ ⏳ — — — — — —
53777
Brhiza
mingyu Claim
八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式排盘,输出结构化提示词与数据。提供公开 API、MCP Server 与 s…
— ○ ⏳ — N/A N/A — — —
53778
czgreg
NetPilot-MCP Claim
Enables large language models to manage network devices (Cisco, Huawei, H3C, Ru…
— ○ ⏳ — N/A N/A — — —
53779
Knuckles-Team
MCP server providing 100% coverage of the CISO Assistant GRC REST API through a…
— ○ ⏳ — — — — — —
53780
YukiMiyatake
CostGate Claim
Reduces AI token consumption by optimizing MCP tool definitions and responses, …
— ○ ⏳ — N/A N/A — — —
53781
bcornish1797
A full-featured long-term memory system for Claude Code that persistently store…
— ○ ⏳ — N/A N/A — — —
53782
hosanxiv
KiasuMiles Claim
MCP server that recommends the best credit card for miles based on your card st…
— ○ ⏳ — N/A N/A — — —
53783
Svel26
Automates the Sigmatek LASAL software suite for PLC and HMI engineering, enabli…
— ○ ⏳ — N/A N/A — — —
53784
pipeworx-io
Enables querying Glasgow City Council GIS open geospatial datasets (parcels, zo…
— ○ ⏳ — — — — — —
53785
lfzds4399-cpu
Enables Claude to capture and analyze screen content across Windows, macOS, and…
— ○ ⏳ — N/A N/A — — —
53786
Wavix
Wavix Claim
Hosted MCP server for the Wavix telecom platform: SMS, voice, 2FA, SIP, numbers…
— ○ ⏳ — — — — — —
53787
alex2neo
Enables LLMs to read messages, discover channels, send messages, and monitor Di…
— ○ ⏳ — — — — — —
53788
specmatic
Exposes Specmatic's API contract testing, resiliency testing, and mocking capab…
— ○ ⏳ — — — — — —
53789
essentialproject
Provides tools and resources for building Essential Viewer XSL views using vali…
— ○ ⏳ — N/A N/A — — —
53790
sharabhshukla
Enables comprehensive statistical analysis including descriptive statistics, hy…
— ○ ⏳ — — — — — —
53791
crackgo
An MCP server that provides speech-to-text transcription and speaker diarizatio…
— ○ ⏳ — N/A N/A — — —
53792
coleam00
Supabase MCP Claim
An MCP server enabling AI assistants to perform CRUD operations on a Supabase d…
— ○ ⏳ — — — — — —
53793
rajivdatta
powerbi-plus Claim
MCP server for building and inspecting Power BI report visuals by editing PBIR …
— ○ ⏳ — N/A N/A — — —
53794
ggracelu
Chef's Brain Claim
A smart pantry MCP server that gives Claude live access to your pantry ingredie…
— ○ ⏳ — N/A N/A — — —
53795
WaHaiLong
Enables AI assistants to operate Kingdee Cloud Star ERP via natural language, i…
— ○ ⏳ — — — — — —
53796
crsel
stickers-mcp Claim
MCP server that converts PNG stickers to HEIC, uploads to Firebase Storage, and…
— ○ ⏳ — N/A N/A — — —
53797
wanghuan9
SkillDock is a skill manager and MCP manager for installing, viewing, updating,…
— ○ ⏳ — N/A N/A — — —
53798
SoftwareTree
ORMCP Server Claim
ORMCP Server is a database-agnostic MCP server that exposes relational database…
— ○ ⏳ — — — — — —
53799
unsanction
Enables AI agents to browse, search, and trade on Polymarket prediction markets…
— ○ ⏳ — — — — — —
53800
entrepeneur4lyf
MCP server for comprehensive code analysis, navigation, and quality assessment …
— ○ ⏳ — N/A N/A — — —
Showing 53751–53800 of 69153 servers