MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4451
atharvagupta2003
MCP Stripe Server ⚡ Claim 1
A server that integrates with Stripe for handling payments, customers, and refu…
B 74 5⁄5 ◉ ⏳ 84 55 — 45 81 98
4452
qpd-v
MCP Word Counter ⚡ Claim 2
A Model Context Protocol server that provides tools for analyzing text document…
B 74 5⁄5 ◉ ⏳ 75 100 N/A 37 95 45
4453
adainrivers
SvelteLS.MCP ⚡ Claim 1
An MCP server that wraps the Svelte Language Server to provide IDE-like tools f…
B 74 5⁄4 ◉ ⏳ 69 62 N/A 53 92 89
4454
SepulvedaRafael
BooksAPI-MCP ⚡ Claim
A Model Context Protocol (MCP) server implementation built with Python and Fast…
B 74 5⁄4 ◉ ⏳ 64 65 N/A 40 95 100
4455
henrymclane09
Enables agents to interact with Salesforce, Atlassian (Jira/Confluence), and Su…
B 74 5⁄5 ◉ ⏳ 88 70 — 27 81 92
4456
sunu-py-jp
Qiita MCP Server ⚡ Claim
A comprehensive MCP server that enables AI to interact with all 68 functions of…
B 74 5⁄5 ◉ ⏳ 60 72 — 56 82 100
4457
sinco-lab
Retrieve transcripts and subtitles from YouTube videos effortlessly. Analyze co…
B 74 5⁄5 ◉ ⏳ 45 100 N/A 49 81 91
4458
twolven
CodeSavant Claim
Provides code manipulation, execution, and version control capabilities. It all…
B 74 5⁄4 ◉ ⏳ 80 60 N/A 36 84 100
4459
cool-man-vk
The Google Meet MCP Server enables AI agents to create, manage, and retrieve Go…
B 74 5⁄5 ◉ ⏳ 84 70 — 21 81 99
4460
justfsl50
expense-mcp ⚡ Claim
Personal Expense Tracker MCP Server — expenses, income, budgets & savings goals
B 74 5⁄5 ◉ ⏳ 60 82 N/A 52 82 90
4461
th3w1zard1
Enables Claude to search and retrieve Panda3D game engine documentation seamles…
B 74 5⁄5 ◉ ⏳ 94 61 — 30 82 91
4462
aditya002p
Enables AI assistants to perform web searches, research papers, Twitter searche…
B 74 5⁄5 ◉ ⏳ 72 72 — 44 81 93
4463
flexpa
mcp-fhir Claim
A Model Context Protocol implementation for FHIR
B 74 5⁄4 ◉ ⏳ 92 40 N/A 53 95 86
4464
wspringer
math-svg-mcp ⚡ Claim
Convert LaTeX math expressions to crisp, scalable SVG images
B 74 5⁄5 ◉ ⏳ 62 100 N/A 56 95 48
4465
tatn
An MCP server for fetching and transforming web content into various formats.
B 74 5⁄4 ◉ ⏳ 63 67 N/A 40 95 100
4466
mshaaban0
A TypeScript-based MCP server that interacts with Contentful's Delivery API, en…
B 74 5⁄5 ◉ ⏳ 86 55 — 47 82 96
4467
NOVA-3951
Parcel API ⚡ Claim
Allows users to see their upcoming and active deliveries, or add new deliveries…
B 74 5⁄4 ◉ ⏳ 72 67 N/A 32 92 97
4468
dannyytv
pomodash ⚡ Claim
Connect your AI assistant to PomoDash for seamless task and project management
B 74 5⁄5 ◉ ⏳ 78 63 — 41 82 100
4469
bossjones
Datetime MCP Server ⚡ Claim 1
This server enables users to store, manage, and summarize notes using a custom …
B 74 5⁄4 ◉ ⏳ 84 62 N/A 23 91 96
4470
epicsagas
alcove Claim
MCP server that gives AI coding agents on-demand access to private project docs…
B 74 5⁄4 ◉ ⏳ 78 31 N/A 76 95 96
4471
devlimelabs
A unified control center for managing MCP servers, providing tooling for enviro…
B 74 5⁄5 ◉ ⏳ 76 61 — 49 80 99
4472
oculairmedia
An MCP server implementation that enables interaction with the Letta API for ma…
B 74 5⁄5 ◉ ⏳ 79 63 — 78 81 70
4473
yshan2028
google-scholar-mcp ⚡ Claim 1
B 74 5⁄5 ◉ ⏳ 60 82 N/A 45 95 85
4474
akshat12000
A beginner-friendly MCP server that enables AI to explore file systems through …
B 74 5⁄5 ◉ ⏳ 84 100 N/A 26 95 42
4475
erickva
Forked from https://github.com/epaproditus/google-workspace-mcp-server The dele…
B 74 5⁄5 ◉ ⏳ 90 61 — 43 76 89
4476
isaiahbjork
Allyson MCP Server ⚡ Claim
AI-powered animation generator that transforms static images into animated SVG …
B 74 5⁄5 ◉ ⏳ 84 63 — 45 81 91
4477
pungggi
smart-terminal-mcp ⚡ Claim
A PTY-based MCP server providing persistent, interactive shell sessions with st…
B 74 5⁄5 ◉ ⏳ 76 100 N/A 37 95 46
4478
arianlopezc
Trabuco ⚡ Claim
Production Java Maven scaffolder (CLI + Claude Code plugin) for AI coding agents
B 74 5⁄4 ◉ ⏳ 88 45 N/A 53 90 88
4479
kuro-tomo
Enables AI agents to autonomously browse inventory, negotiate terms, manage car…
B 74 5⁄5 ◉ ⏳ 72 68 — 58 82 89
4480
jinyiabc
Enables interaction with Interactive Brokers via the TWS API or IB Gateway to m…
B 74 5⁄4 ◉ ⏳ 90 53 N/A 25 91 99
4481
TeamSafeAI
LIFE Claim
Persistent identity architecture for AI agents. 16 MCP servers covering drives,…
B 74 5⁄4 ◉ ⏳ 84 50 N/A 45 87 96
4482
zereight
Sentry MCP Server ⚡ Claim
Enables interaction with Sentry's error tracking platform to fetch and manage i…
B 74 5⁄5 ◉ ⏳ 84 75 — 24 81 90
4483
guifelix
A server implementation that enables LLMs to programmatically manage tasks in T…
B 74 5⁄5 ◉ ⏳ 76 82 — 46 81 76
4484
shawndrake2
Provides access to U.S. labor market data including employment statistics, Cons…
B 74 5⁄5 ◉ ⏳ 90 65 — 27 82 93
4485
FrancoSbaffi
xhs-mcp Claim
Enables AI agents to automatically publish photo notes to Xiaohongshu (RedNote)…
B 74 5⁄4 ◉ ⏳ 90 50 N/A 43 87 93
4486
Luminaire1337
MCP server for MTA:SA documentation with intelligent search and caching
B 74 5⁄4 ◉ ⏳ 73 58 N/A 53 90 94
4487
engineers-hub-ltd-in-house-project
Minimal MCP ⚡ Claim
A basic educational MCP server that provides simple tools for mathematical calc…
B 74 5⁄4 ◉ ⏳ 90 50 N/A 23 95 100
4488
dragonkhoi
Talk to your Mixpanel analytics events data seamlessly! Query retention number,…
B 74 5⁄5 ◉ ⏳ 90 70 N/A 44 71 85
4489
arcjet
Arcjet Claim
An MCP server for Arcjet - the runtime security platform that ships with your A…
B 74 5⁄5 ◉ ⏳ 66 100 — 48 95 52
4490
NapthaAI
A reference implementation for creating an MCP server supporting Streamable HTT…
B 74 5⁄5 ◉ ⏳ 72 66 — 45 81 100
4491
ophydami
Enables AI-powered clinical decision support by integrating with athenahealth's…
B 74 5⁄5 ◉ ⏳ 84 68 — 29 81 95
4492
wuhuangjia
Enables natural language interaction with Azure DevOps to manage work items, pr…
B 74 5⁄5 ◉ ⏳ 90 68 — 24 81 93
4493
srmorete
ADB MCP Server ⚡ Claim 1
A TypeScript-based bridge between AI models and Android device functionality, e…
B 74 5⁄5 ◉ ⏳ 90 82 N/A 54 90 40
4494
lumile
Promptopia MCP ⚡ Claim
Promptopia MCP
B 74 5⁄5 ◉ ⏳ 78 100 N/A 40 95 43
4495
ctk03272
Korean Stock MCP ⚡ Claim
Provides access to Korean stock market data, including stock listings, daily hi…
B 74 5⁄4 ◉ ⏳ 86 58 N/A 30 94 90
4496
neuledge
context Claim
Local-first documentation for AI agents. Offline, instant, private doc retrieva…
B 74 5⁄4 ◉ ⏳ 68 61 N/A 57 95 89
4497
deciduus
calendar-mcp Claim
calendar-mcp
B 74 5⁄5 ◉ ⏳ 90 66 — 22 82 95
4498
alirezarezvani
A server that integrates Confluence with Claude Desktop and other AI assistants…
B 74 5⁄5 ◉ ⏳ 80 68 — 41 81 93
4499
isair
jarvis Claim
Your AI assistant that never forgets and runs 100% privately on your computer. …
B 74 5⁄4 ◉ ⏳ 94 25 N/A 60 95 95
4500
StudentOfJS
A specialized MCP server for Svelte 5 development, providing searchable knowled…
B 74 5⁄4 ◉ ⏳ 90 53 N/A 34 90 90
Showing 4451–4500 of 69007 servers
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