MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33868
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52201
guptaprakhariitr
Provides macro-economic data from World Bank, IMF, FRED, OECD, and RBI through …
— ○ ⏳ — — — — — —
52202
smaniches
Integrates AlphaFold DB and eight other biomedical data sources into MCP tools …
— ○ ⏳ — — — — — —
52203
AlessandroB1989
Passepartout Claim
Enables AI assistants to manage content on self-hosted WordPress sites via the …
— ○ ⏳ — — — — — —
52204
JaydenYip3
NeoVimMCP Claim
Enables AI clients to interact with Neovim buffers via MCP tools, providing buf…
— ○ ⏳ — N/A N/A — — —
52205
twohalves
Chemical safety and industrial regulatory intelligence MCP server. Check substa…
— ○ ⏳ — — — — 81 —
52206
laststance
Enables AI-powered automation, debugging, and observability of Electron applica…
— ○ ⏳ — N/A N/A — — —
52207
SkyflowFoundry
The Tavily MCP server provides search, extract, map, and crawl tools for real-t…
— ○ ⏳ — — — — — —
52208
falegria86
Connects Zoho Projects with Claude AI to manage projects, tasks, time tracking,…
— ○ ⏳ — N/A N/A — — —
52209
hikmedit
Ninova MCP Claim
Ninova MCP is a credential-based Model Context Protocol server for ITU Ninova. …
— ○ ⏳ — N/A N/A — — —
52210
barrhawk
BarrHawk Claim
Enables automated end-to-end testing and verification of web applications throu…
— ○ ⏳ — N/A N/A — — —
52211
vladimir
software3 Claim
— ○ ⏳ — N/A N/A — 95 —
52212
vikrantkalyan23
MCP-Server Claim
A minimal MCP server built with TypeScript that exposes a get_weather tool over…
— ○ ⏳ — N/A N/A — — —
52213
Ambrose1
AI-powered video clipping server that analyzes subtitles and audio to detect hi…
— ○ ⏳ — N/A N/A — — —
52214
sasajib
Consolidates code understanding, documentation, browser automation, memory, and…
— ○ ⏳ — N/A N/A — — —
52215
shimantakb-sprinto
An MCP server for interacting with Temporal Cloud workflows across multiple reg…
— ○ ⏳ — — — — — —
52216
flagrix-io
flagrix Claim
Enables AI agents to scan GitHub repositories and user profiles for malware sig…
— ○ ⏳ — N/A N/A — — —
52217
halvrenofviryel
An MCP trust boundary that produces signed, hash-chained evidence envelopes for…
— ○ ⏳ — N/A N/A — — —
52218
cebarrett
mlbb-mcp Claim
Enables querying Mobile Legends: Bang Bang hero data including win rates, count…
— ○ ⏳ — — — — — —
52219
lildebil0
Enables LLMs to automate SolidWorks (open/save parts, modify dimensions, export…
— ○ ⏳ — N/A N/A — — —
52220
arturseo-geo
MCP server for on-page SEO auditing and JSON-LD schema validation, providing to…
— ○ ⏳ — — — — — —
52221
pipeworx-io
mcp-uk-ons Claim
Enables querying UK Office for National Statistics datasets and their editions …
— ○ ⏳ — — — — — —
52222
CSOAI-ORG
pci-dss-mcp Claim
pci-dss-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
52223
Travel-Code-Inc
Enables AI assistants to search flights and hotels, manage bookings, check flig…
— ○ ⏳ — — — — — —
52224
chenkumi
High-privilege MySQL admin MCP server for database and user/grant management.
— ○ ⏳ — — — — — —
52225
ai-creed
ai-cortex Claim
Provides durable project context for coding agents, including project maps, ses…
— ○ ⏳ — N/A N/A — — —
52226
Yaeshio
FreeCAD MCP Claim
Enables Claude Desktop to control FreeCAD for 3D CAD modeling, including creati…
— ○ ⏳ — — — — — —
52227
DCSTOLF
Harpyja Claim
A precision code-retrieval MCP server for coding agents working in large, legac…
— ○ ⏳ — N/A N/A — — —
52228
AhmedAhmedEG
Math MCP Claim
A comprehensive math utility server implementing the Model Context Protocol (MC…
— ○ ⏳ — — — — — —
52229
umbertotancorre
youtube-mcp Claim
Enables AI agents to fetch transcripts, metadata, and download videos/audio fro…
— ○ ⏳ — N/A N/A — — —
52230
TrungPhuNA
Enables managing bugs and test cases in Google Sheets via Claude Code, with too…
— ○ ⏳ — N/A N/A — — —
52231
pedronahum
Enables AI assistants like Claude to discover, validate, and simulate all 18 AC…
— ○ ⏳ — — — — — —
52232
Mizstik
Enables retrieval of YouTube video transcripts/subtitles and titles using yt-dl…
— ○ ⏳ — N/A N/A — — —
52233
DivineAPI
The MCP server for Divine API's Indian Astrology services, allowing AI assistan…
— ○ ⏳ — — — — — —
52234
spidyhost-crm
Enables API documentation lookup and live API tools for managing Upmind platfor…
— ○ ⏳ — — — — — —
52235
lfzds4399-cpu
Enables Claude to capture and analyze screen content across Windows, macOS, and…
— ○ ⏳ — N/A N/A — — —
52236
vaibhavpandeyvpz
slackxmcp Claim
Enables MCP-compatible clients to interact with Slack through Web API tools and…
— ○ ⏳ — — — — — —
52237
Knuckles-Team
MCP server providing 100% coverage of the CISO Assistant GRC REST API through a…
— ○ ⏳ — — — — — —
52238
vaporif
MCP server for Qdrant vector database with local BERT embeddings. Enables seman…
— ○ ⏳ — — — — — —
52239
bcornish1797
A full-featured long-term memory system for Claude Code that persistently store…
— ○ ⏳ — N/A N/A — — —
52240
czgreg
NetPilot-MCP Claim
Enables large language models to manage network devices (Cisco, Huawei, H3C, Ru…
— ○ ⏳ — N/A N/A — — —
52241
Svel26
Automates the Sigmatek LASAL software suite for PLC and HMI engineering, enabli…
— ○ ⏳ — N/A N/A — — —
52242
YukiMiyatake
CostGate Claim
Reduces AI token consumption by optimizing MCP tool definitions and responses, …
— ○ ⏳ — N/A N/A — — —
52243
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 — — —
52244
hosanxiv
KiasuMiles Claim
MCP server that recommends the best credit card for miles based on your card st…
— ○ ⏳ — N/A N/A — — —
52245
l22-io
orchard-mcp Claim
MCP server for Apple Calendar, Mail, Reminders, and Files on macOS using native…
— ○ ⏳ — N/A N/A — — —
52246
chaworld
A portable MCP server enabling AI assistants to operate VS Code, including file…
— ○ ⏳ — N/A N/A — — —
52247
crackgo
An MCP server that provides speech-to-text transcription and speaker diarizatio…
— ○ ⏳ — N/A N/A — — —
52248
alex2neo
Enables LLMs to read messages, discover channels, send messages, and monitor Di…
— ○ ⏳ — — — — — —
52249
essentialproject
Provides tools and resources for building Essential Viewer XSL views using vali…
— ○ ⏳ — N/A N/A — — —
52250
coleam00
Supabase MCP Claim
An MCP server enabling AI assistants to perform CRUD operations on a Supabase d…
— ○ ⏳ — — — — — —
Showing 52201–52250 of 69182 servers