MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53101
PaulBenchea
Subconductor Claim
A persistent state machine and notification system for AI agents to manage comp…
N/A N/A
53102
iamsocool24
dbt-core-mcp Claim
Enables interaction with dbt projects via the Model Context Protocol for data a…
N/A N/A
53103
Automations-Project
Perplexity AI search, reasoning, research, and compute - MCP server, dashboard,…
N/A N/A
53104
luutuankiet
Enables interaction with a FreshRSS instance to manage RSS feeds, read and orga…
53105
esurovtsev
KnowFlow MCP Claim
A unified knowledge retrieval tool for MCP-compatible LLMs, enabling structured…
N/A N/A
53106 N/A N/A 95
53107
severity1
3commas-mcp Claim
A Model Context Protocol (MCP) server that integrates AI assistants with the 3C…
53108
pdarche
Binary Banya Claim
An MCP server offering 'treatments' for AI agents like context cleaning, critiq…
N/A N/A
53109
ChrisGVE
Gives LLM agents access to local and remote data via databases, files, graphs, …
N/A N/A
53110
islem-zaraa
Enables AI assistants to create and manipulate PowerPoint presentations program…
N/A N/A
53111
acato
ebay-mcp Claim
MCP server for eBay buyer-side workflows enabling search, watch, bid, buy, and …
53112
droyad
sumo-mcp Claim
Enables searching Sumo Logic logs using the search_logs tool, with support for …
53113
kongen-labs
kongen-mcp Claim
Connects MCP clients to Kongen Labs' Pattern Intelligence API for reasoning reg…
N/A N/A
53114
marcelohensantos
garmin-mcp Claim
Exposes Garmin Connect data and workout management to AI agents, supporting too…
N/A N/A
53115
Bye-666
A pluggable, observable modular RAG service framework that exposes tool interfa…
N/A N/A
53116
inansen
Enables monitoring and managing Hangfire background jobs, including job lists, …
N/A N/A
53117 N/A N/A 95
53118
h13t0ry
A remote MCP server deployed on Cloudflare Workers with OAuth, enabling tools l…
53119
heliojff
A dynamic server that automatically discovers and executes scripts from a tools…
N/A N/A 95
53120
veithly
climux Claim
Unified CLI multiplexer for AI coding agents, enabling orchestration of multipl…
N/A N/A
53121
Hwenyi
Edge TTS MCP Claim
An MCP server that converts text into lifelike speech using Microsoft Edge's Te…
53122
vndpal
A remote MCP server that exposes mock application security testing data (applic…
53123
trendsmcp
Track concurrent player counts and game momentum for any title on Steam via AI …
53124
magnusrodseth
Provides AI assistants with direct access to shadcn/ui components and blocks, e…
53125
hoducha
A Model Context Protocol (MCP) server that exposes Kanboard API functionality t…
53126
shahrear33
mcp-oauth Claim
FastMCP server with Bearer token authentication mounted on FastAPI, including O…
53127
FishWoWater
Enables AI assistants to generate 3D assets from text descriptions using Trelli…
N/A N/A
53128
PhoebusForWork
jira-mcp Claim
This MCP server enables interaction with Atlassian products (Jira and Confluenc…
53129
malkreide
MCP server for education statistics of the Canton and City of Zurich (BISTA), p…
53130
dkasaj
Enables AI assistants to control the Tubist macOS menu bar player to play YouTu…
N/A N/A
53131
HelloThisIsFlo
A production-grade MCP server that exposes OmniFocus as structured task infrast…
N/A N/A
53132
Ayush-k-Shukla
Integrates with Gmail APIs to manage emails and labels, including sending, dele…
N/A N/A
53133
optave
codegraph Claim
Provides AI agents with a function-level dependency graph of the codebase throu…
N/A N/A
53134
jonathan.martinez
cfb Claim
N/A N/A 95
53135
yardobr
Bridges AI assistants with Google Sheets for reading, writing, and managing spr…
53136
handaas
Enables real-time monitoring and analysis of enterprise public opinion with sen…
53137
Jin-HoMLee
marginalia Claim
Renders Markdown into a browser-based, click-to-comment thread; comments are re…
N/A N/A
53138
maxbaluev
AccInt Claim
Local-first MCP Work Model for coding agents: retrieves scored memory, records …
N/A N/A
53139
kobiton
kobiton Claim
Enables mobile device management, app upload, automation session execution, and…
53140
megamaced
MCP server for Nextcloud Collectives that exposes collectives, pages, tags, att…
53141
boridon
CodeSherpa Claim
Remote MCP server enabling AI clients to securely inspect repositories over SSH…
53142
clay-good
OpenLore Claim
Provides persistent architectural memory and structural cognition for AI coding…
N/A N/A
53143
BinaryKitten
claude-mesh Claim
Enables two live Claude Code instances on the same workstation to exchange sync…
N/A N/A
53144
zbowling
Proxy MCP server that translates tool calls into TypeScript code generation, en…
53145
tejasvinu
mcp-slurm Claim
Enables AI assistants to manage SLURM HPC clusters via SSH. Supports job submis…
53146
jiaxinghit
Enables real-time Feishu message monitoring, sending, file upload to cloud docu…
53147
elliot-evno
A basic MCP server with example tools including message echo functionality and …
N/A N/A 95
53148
kolbertistvan2
Enables AI to control cloud browsers and automate web interactions through Brow…
81
53149
MrNewDelhi
Enables interaction with Mailosaur email and SMS testing services, allowing mes…
53150
az-coder-123
excel-mcp Claim
An MCP server for performing Excel file operations including read, write, and m…
N/A N/A
Showing 53101–53150 of 53551 servers