MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53701
OctoTrip
Free, no-login MCP server for searching and comparing flights with real-time pr…
53702
awsl5714
Enables LLM-powered tools to interact with Zotero academic libraries, including…
53703
sowhan
skill-search Claim
Semantic, on-demand skill retrieval for Claude Code that saves tokens and impro…
N/A N/A
53704
theomartiz
Enables an AI assistant to search the mon-marche.fr grocery catalog and build a…
53705
jay1234624
Enables searching and retrieving historical records from the Library of Congres…
53706
am0y
fal Claim
A Model Context Protocol (MCP) server for interacting with fal.ai models and se…
N/A N/A
53707
MIMI180306
Gives Claude Code long-term memory that persists across sessions via hybrid BM2…
N/A N/A
53708
tutorcruncher
git-mcp Claim
Connects Claude to GitHub via OAuth and proxies official GitHub MCP tools, allo…
53709
MaxWilk
An MCP server for Path of Exile 2: a queryable game corpus plus Path-of-Buildin…
N/A N/A
53710
saya6k
Exposes the Wardrowbe wardrobe API as MCP tools, enabling outfit suggestions, i…
53711
johnib
ravendb-mcp Claim
A Model Context Protocol server that enables AI assistants to interact with Rav…
53712
stefanoamorelli
A lightweight MCP server that provides seamless access to Codemagic CI/CD APIs,…
53713
MisakaMikoto128
Enables AI assistants to interact with STM32 development boards via J-Link debu…
N/A N/A
53714
persist-1
基于 DrissionPage 的模型上下文协议 (MCP) 服务,为 AI 助手提供强大的浏览器自动化能力。
N/A N/A
53715
patriciosantamaria
Enables AI agents to control Google Workspace services (Slides, Docs, Sheets, D…
53716
simon92641
MCP server for remote execution on Windows devices. Enables Codex to run PowerS…
N/A N/A
53717
yigitabi5444
A read-only MCP server for AI agents to understand KiCad projects through progr…
N/A N/A
53718
kuzhang
gee-mcp Claim
Enables downloading satellite imagery from Google Earth Engine as GeoTIFF files…
N/A N/A
53719
Muraty6242
Enables querying Google NotebookLM notebooks directly from Claude Desktop (MCP)…
53720
ceo
youtube Claim
N/A N/A 95
53721
KodimTech
MCP server for managing and analyzing Cloudflare DNS — zones, records, analytic…
53722
marabian
Enables image generation and editing via OpenAI's gpt-image-1 model, with optio…
N/A N/A
53723
surplus96
Analyzes corporate financial information using Korea's DART API, supporting fin…
53724
voidmob
voidmob-mcp Claim
VoidMob MCP server for mobile proxies, non-VoIP SMS verifications, and global e…
N/A N/A 95
53725
beare
opennews-mcp Claim
Crypto news aggregation MCP server with AI ratings, trading signals, and real-t…
53726
luistorres789321
MCP server for querying the authenticated internal CAEZ Urekin web. Supports se…
53727
blacklotusdev8
Hello Claim
Greet people by name and scrape websites for content. Gather page information q…
N/A N/A 95
53728
gregorwolf
MCP server for querying SAP Cloud ALM ITSM installations. Enables retrieval, fi…
N/A N/A
53729
miaomiao0319
Enables rigorous, zero-hallucination analysis of local PDF papers, generating e…
N/A N/A
53730
jrslyce
idelrpg Claim
Gamifies software development by allowing agents to create quests, track progre…
N/A N/A
53731
spilchen
A Model Context Protocol server that provides read-only access to Yahoo Fantasy…
53732
mimanshaherbals-bot
Enables easy access to open data from the Swedish National Agency for Education…
53733
serdarkaracay
An MCP server that provides AI coding assistants with comprehensive browser aut…
53734
mindfullabai
Tracking MCP Claim
A generic MCP server for tracking any entity type (e.g., weight, workouts, book…
N/A N/A
53735
swnesbitt
Enables natural language access to ERA5 climate data from the Copernicus Climat…
53736
Magnus-Gille
Munin Memory Claim
Enables AI assistants to have persistent, self-hosted memory across sessions an…
53737
FritzHeider
MCP server for interacting with the fal.ai API — run AI models, submit jobs, an…
53738
cloudywu0410
This is a secure Python code execution server that enables LLMs to run Python c…
N/A N/A
53739
farukkolip
xtapdown-mcp Claim
X (Twitter) creator toolkit MCP with 14 tools: tweet download (video/GIF/image/…
53740
adinschmidt
MCP server that exposes every endpoint from Splitwise's public self-serve API d…
53741
lukaskellerstein
media-mcp Claim
An MCP server for AI-powered media generation using Google Gemini, enabling cre…
53742
NoBanks
MCP server for PTC ThingWorx, the IIoT platform, providing 8 tools for AI agent…
53743
cbuntingde
An MCP server for intelligent memory and task management with semantic search, …
N/A N/A
53744
varun123936
Exposes a blog CRUD API (posts and comments) as MCP tools, with an integrated A…
N/A N/A
53745
gmitch215
MyMCP Claim
Dynamically converts any OpenAPI v3 specification into a fully-functional Model…
53746
albertobonanni
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
53747
thebackpackdevorg
Turns any folder of Markdown files into a searchable, structured knowledge base…
N/A N/A
53748
Chisanan232
A strong MCP server for Slack integration, providing standardized access to Sla…
N/A N/A
53749
MSR806
MCP server for agent-maintained memories, allowing creation, reading, updating,…
N/A N/A
53750
phildougherty
Provides access to Dexcom G7 continuous glucose monitor data, enabling AI assis…
Showing 53701–53750 of 66502 servers