MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62101
NoSugarCoffee
youmind-mcp Claim
Bridges YouMind content to AI assistants via MCP, enabling retrieval of craft c…
62102
galacean
Engine-MCP Claim
A code understanding and generation system designed for Galacean Engine that he…
N/A N/A 95
62103
crisphive
mcp Claim
Agentic scheduling & booking for field service: availability, jobs, customers, …
62104
VinylStage
Korean traditional saju (four pillars) fortune analysis MCP server with a premi…
N/A N/A
62105
dTelecom
dtelecom-stt Claim
Enables AI assistants to transcribe audio files using dTelecom's real-time spee…
N/A N/A
62106
ArchieAngelBeWithUs-prog
operandi Claim
Grounded, safety-checked appliance operation packages for robots and agents. Ze…
N/A N/A
62107
CodesWhat
Full Portkey Admin API MCP server — configs, prompts, keys, analytics, and more.
N/A N/A
62108
elliot-evno
DDG MCP1234 Claim
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
62109
sjalq
Minimal Todoist MCP server that provides direct passthrough to the Todoist REST…
N/A N/A
62110
amotivv
A comprehensive MCP server that integrates SoulverCore with Claude Desktop, ena…
N/A N/A
62111
Paragon-OS
A collection of miscellaneous tools for Claude, Cursor, and MCP-compatible clie…
N/A N/A
62112
NatrixAi
roistat-mcp Claim
Enables Claude Desktop to interact with Roistat analytics, orders, statistics, …
N/A N/A
62113
icemoon-dev
Control real, physical iPhones with AI: screen reading, human-like touch, no ja…
N/A N/A
62114
fastmcp-me
A Model Context Protocol (MCP) server that provides line-oriented text file edi…
N/A N/A
62115
fayamonkey
Enables AI educators to provide simple explanations, interactive demonstrations…
81
62116
spawnpoint-inc
spawnpoint Claim
Deploy the small apps your agent builds: one tool call returns a live, private …
62117
BrettonB
canaryusers Claim 1
A flock of AI users tests your deployed app and reports where real people get s…
67
62118
0xdefence
PinchMCP Claim
An MCP server that analyzes Linear feature dependencies using dominator analysi…
62119
stanley17112000-1yps
**GetCurrentOffer** is a remote MCP server that lets AI agents search live cred…
81
62120
aesopfrom0
todoglow Claim
See what each of your coding agents is working on, and read or advance your tod…
N/A N/A
62121
gnanadeepgudapati
Mercora Claim
Enables AI agents to discover products, build carts, and complete purchases acr…
62122
hugogebel-boop
Stratta Claim
Read the SIA and Eurocode norms your bureau licensed, cited to the section and …
N/A N/A
62123
aself101
Enables creation of secure-by-default MCP servers with 5-layer validation to pr…
62124
KHAEntertainment
A production-ready MCP server for Docker Swarm that provides full control over …
62125
oshvartz
MCP server for storing and retrieving context-specific agent rules, enabling AI…
N/A N/A
62126
NguyenTrinh3008
Auto-converts FastAPI endpoints into MCP tools for semantic search, data ingest…
81
62127
brahimbattou
Unified MCP server providing AI-agent-ready access to AlphaFold, PubMed, ChEMBL…
62128 N/A N/A 95
62129
guybr3000
Second Brain Claim
Persistent, semantically-searchable memory for AI agents using local PostgreSQL…
N/A N/A
62130
chrisryugj
MCP server that enables searching Korean patents, trademarks, and designs via K…
62131
periskop-ai
Product discovery for AI agents: ranked products and bundles from the open merc…
62132
Byggarepop
Git-history hole detector: flags files and C# members that co-change with your …
N/A N/A
62133
jaingxyz
Enables managing Gmail inbox and Google Calendar through MCP, with tools for em…
N/A N/A
62134
myselfgus
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
N/A N/A
62135
skyvanguard
mcp-vanguard Claim
A security pentesting MCP server with 89 tools across 10 categories, enabling c…
N/A N/A
62136
Star-Trails
An MCP server that searches the fearnation.club news archive at item-level gran…
62137
yakoob
Compeller Claim
Create and track AI music videos and audio-reactive visuals from songs.
62138
blacklotusdev8
Hello Claim
Greet people by name and scrape websites for content. Gather page information q…
N/A N/A 95
62139
pete-builds
A safety gate for agent-proposed NixOS configuration changes, grading security-…
N/A N/A
62140
wsd1
A server that summarizes and records conversation key points, supporting adding…
N/A N/A
62141
0x3at
tasks Claim
N/A N/A 95
62142
hasdata
Direct access to 40+ scraping and search tools. Extract structured data from Go…
81
62143
cloudtypej
MCP server providing calculator, user list, and statistics tools with Bearer To…
62144
svarun115
A standalone MCP server that provides complete access to the Splitwise API, ena…
62145
mocartlex-wq
Enables AI agents with persistent, multi-layer memory, multi-agent collaboratio…
62146
middlefieldgs
Create and manage invoices and customers on Jupiter Invoice (MCP, API-key auth).
62147
banhongit7
A Model Context Protocol server for automated security vulnerability assessment…
N/A N/A
62148
axel-belfort
Postal address validation API for AI agents. Parse and validate addresses world…
81
62149
FokkeZB
A universal MCP server that dynamically generates and simulates actions for any…
N/A N/A
62150
iceener
An MCP server that provides text-to-speech, speech-to-text, and voice managemen…
Showing 62101–62150 of 67291 servers