MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27382
Scored
1781
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30251
LakshmiGayathri19
A server application that integrates with Atlassian Confluence API, providing c…
81
30252
divineapi
Official MCP server for Horoscope, Tarot, Numerology & PDF Reports by Divine AP…
N/A N/A 95
30253
swift-sBi5
mistaike-ai Claim
N/A N/A 95
30254
tylergibbs1
Provides AI agents access to Medicare coverage policies, prior authorization re…
81
30255
reidgoodbar
Squire Claim
CLI-first remote runtimes for validation and offload tasks, exposed over MCP st…
N/A N/A 83
30256
azender1
SafeAgent Claim
Execution guard for AI agents — prevents duplicate tool calls on retry.
N/A N/A
30257
canopy-attio
ca1 Claim
N/A N/A 95
30258
zrszrszrs
zz Claim
N/A N/A 95
30259
jspsmart
mcp-weather Claim
A TypeScript-based MCP server that facilitates note management and weather quer…
N/A N/A
30260
akshayrawat
Enables users to connect their Reflect account to MCP-compatible clients to man…
81
30261
MantisBT MCP server – manage issues, notes, files, tags, and relationships. Wit…
N/A N/A 61
30262 N/A N/A
30263
virgilvox
furlow-mcp Claim
Author FURLOW Discord bot YAML: validate specs, list actions/events/builtins, s…
N/A N/A
30264
MCP Server for Apache Iceberg
N/A N/A 81
30265
ai-mcp-garage
Provides timezone-aware date and time information with configurable time format…
81
30266
dhartunian
Connects to CockroachDB instances and exposes database structures as resources,…
81
30267 N/A N/A 95
30268
danielbodnar
A Model Context Provider server offering comprehensive access to VyOS network o…
N/A N/A 95
30269
benswork-space
canido-mcp Claim
Look up permits, licenses, and fees for food service businesses in Austin, SF, …
N/A N/A
30270
the-nine-nation
Flag MCP Claim
Enables human-in-the-loop interaction for AI coding workflows through native de…
N/A N/A
30271
MarshallEriksen-Neura
A lightweight gateway server that provides a unified connection entry point for…
81
30272
saju-from-seoul
Saju from Seoul — Korean Four Pillars (사주) over MCP: compute 년·월·일·시 pillars, F…
30273
Fuglys
Enables real-time data streaming through Server-Sent Events with timestamp broa…
81
30274
codeawareness
Intent tracking, decision recording, and team coordination for AI coding assist…
N/A N/A
30275
akumachan-v
A comprehensive Model Context Protocol server that enables AI agents to interac…
30276
pipeworx-io
Zendesk Claim
Zendesk MCP Pack — tickets, users, organizations via OAuth.
30277
LLiuZheng
strata Claim
N/A N/A 95
30278 N/A N/A 95
30279
rafaelldanieli
tentra Claim
N/A N/A
30280
abhishek2024.design
habitify Claim
N/A N/A 95
30281
InfoseekAI
Search Google, Skyscanner, Skiplagged, Booking.com in real time. Get your API k…
30282
him229
stays Claim
Google Hotels MCP server via direct RPC — no scraping, no browser automation. T…
30283
christophpoke
whoop Claim
N/A N/A 95
30284
devilcoder01
Access real-time weather data for any location using the WeatherAPI.com API, pr…
81
30285
Reim-developer
Sephera Claim
Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bund…
N/A N/A
30286
Meima-Ely
A beginner MCP server that enables Claude to read local text, CSV, and Markdown…
N/A N/A
30287
Sarakael78
MCP Memory Claim
Enables AI assistants to remember and retrieve user information across conversa…
81
30288
wmarceau
canva-mcp Claim 1
MCP server for Canva - create designs, manage assets, use templates, export gra…
N/A N/A 83
30289
dcpurnell
Enables AI assistants to manage Microsoft 365 and Outlook calendars through the…
81
30290
igun997
A foundation for developing custom Model Context Protocol servers in TypeScript…
N/A N/A 95
30291
WriftAI
test Claim
This is a testing server up for WriftAI.
81
30292
durvester
Enables interaction with Practice Fusion EHR through 19 healthcare tools for pa…
81
30293
jamesdowzard
MCP Apps POC Claim
A proof-of-concept demonstrating interactive UI capabilities for MCP servers th…
81
30294
PreistlyPython
Enables AI assistants to interact with Metasploit Framework through 28 comprehe…
N/A N/A 95
30295
191341025
A Python-powered Model Context Protocol server that provides safe database insp…
81
30296
timmyzinin
Real-time salary data, job market trends, resume review, interview prep, and ca…
N/A N/A 95
30297
chamade
Chamade Claim
Voice and chat gateway for AI agents. Joins voice meetings and DMs on Discord, …
30298
heyalerio
Spain legal MCP for visas, Beckham, NIE/TIE, residency, nationality, and EU fam…
30299
MickeyDB
Enables management of Cobalt Strike red team operations through natural languag…
81
30300
Zacccck
Remote HTTP MCP server that reads Outlook email attachments via Microsoft Graph…
Showing 30251–30300 of 33537 servers
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