MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39801
frangoulutakenos
A hybrid MCP server that allows users to manage tasks through Claude Desktop or…
81
39802
JigsawStack
Scrape any website instantly and get consistent structured data in seconds with…
N/A N/A 95
39803
shunshiai2026-s9as
Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time corr…
81
39804
stefan-xyz
An MCP server with tools for interacting with RuneScape (RS) and Old School Run…
N/A N/A 95
39805
gilberth
MCP server for managing multiple SSH servers via AI assistants, offering tools …
39806
jidzhang
Enables AI assistants to read and write non-UTF-8 files (e.g., GBK, GB18030) on…
N/A N/A
39807 N/A N/A 95
39808
yrvelez
A Model Context Protocol server that provides comprehensive control over the Qu…
N/A N/A
39809
ai-mcp-garage
Enables interaction with Apple's Find My network to track devices, check batter…
81
39810
ducla5
Enables AI agents to efficiently access and process Google Drive documents by c…
81
39811
tommyil
Tag, rename, and enrich PDFs and images. Free tier: 1,500 tags/month, no credit…
39812
shivamprasad99
Lets coding agents control and inspect a live Chrome browser via the Model-Cont…
N/A N/A
39813
walidb212
Anonymous TikTok & Douyin downloader — metadata, download, and batch via dltik.…
N/A N/A 83
39814
zhitongblog
Unflick Claim
Video player for humans and AI. GUI + CLI + a built-in MCP server (39 tools) to…
N/A N/A
39815
adelaidasofia
FastMCP server for bidirectional sync between personal and team Obsidian vaults.
N/A N/A
39816
solana-foundation
Enables AI agents to access and search up-to-date Solana documentation, get can…
39817
mayankthekumawat
MCP server for accessing India's Ministry of Statistics and Programme Implement…
39818
Cortex-AI-Software
🧠 Autonomous AI Trading Agent & Multi-Chain Flash-Arb Engine (v2.0 Beta). Power…
N/A N/A 95
39819
truesource
Make any website visible to ChatGPT, Claude, Gemini & Perplexity. Free MCP tool…
N/A N/A 95
39820
wallter
Connects AI assistants like Claude to PHP's XDebug debugger for runtime inspect…
N/A N/A
39821
Reality-Defender
Enables LLMs to analyze images, videos, audio, and text files for AI-generated …
39822
MarsHeer
Register and manage internet domains for AI agents via AgentDomain
N/A N/A
39823
bountyyfi
A proof-of-concept MCP server for security research demonstrating a multi-phase…
N/A N/A
39824 N/A N/A 95
39825
perception30
Enables AI assistants to connect to browser DevTools and backend debuggers for …
N/A N/A
39826
Digital-Crew-Technologies
Enables to fetch and update workspace profile settings for the Digital Crew Max…
39827
josemvelez
Essential European data validation and formatting tools for AI agents. Validate…
81
39828
werebear73
gitea-mcp Claim
An MCP server that enables AI assistants to read, create, and manage issues, re…
39829
apiclaw
Real-time Amazon data API built for AI agents. 200M+ products, 1B+ reviews, liv…
81
39830
ninjackster
A dependency-free MCP server that reads Reddit through its RSS feeds, enabling …
39831
yintzuyuan
A unified MCP server for Glyphs font design software, integrating handbook quer…
N/A N/A
39832
VP0COM
vp0-mcp Claim
Search & import free iOS app-design starters from VP0 into your AI builder.
N/A N/A
39833
ciaraadkins
Enables AI assistants to track events, page views, user signups, and update use…
39834
linkeddraft
LinkedIn MCP server for AI content creation, LinkedIn post generation, post rew…
81
39835
basicmachines-co
Enables AI assistants to manage GoHighLevel CRM data including contacts, conver…
39836
ViperJuice
PMCP Claim
A single MCP server gateway that reduces context bloat by providing progressive…
39837
finlynq
FinLynq Claim
open-source personal finance app with a first-party MCP server. 91 HTTP tools (…
39838
ztgluis
google-mcp Claim
MCP server for Google Drive, Docs, and Sheets — built for Claude Code. Gives Cl…
39839
major7apps
tiingo-mcp Claim
An MCP server that wraps the Tiingo financial data API, enabling access to stoc…
39840
mater1996
A Sketch file processing MCP server that enables AI tools to analyze Sketch des…
N/A N/A
39841
mrslbt
paypay-mcp Claim
MCP server for the PayPay Open Payment API, enabling QR code creation, payment …
39842
universal-mcp
This repository contains an implementation of an Miro Universal MCP (Model Cont…
39843
kardaj
Enables inspecting local OpenAPI specification files by listing and retrieving …
N/A N/A
39844
samkim
An MCP server that enables LLMs to interact with SpiceDB for permission managem…
N/A N/A
39845
Duke-CEI-Center
Enables AI assistants to read sensor data from IoT devices and dispatch data co…
N/A N/A
39846
laddro-app
Resume tailoring, cover letters, PDF export, and job search via the Laddro Care…
39847
lineofflight
Frankfurter Claim
Blended FX rates from 50+ institutions. Tools: get_rates, convert, list_currenc…
39848
exomind-team
Unifies MiniMax's multimodal generation, web search, image understanding, audio…
39849
hee55e
kait Claim
N/A N/A 95
39850
RectiFlex
Access and manage CenterPoint Connect data for property management, constructio…
N/A N/A 95
Showing 39801–39850 of 43365 servers
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