MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29462
Scored
2111
Verified
16952
Complete

Last updated 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37551
infinitimeless
A simple MCP server that enables Claude to communicate with locally running LLM…
N/A N/A
37552
LevSky22
MCP server for managing Nango environments, integrations, connections, and prox…
37553
notpaulb
Privacy-first audio intelligence: BPM, key, waveform. Audio never stored. Pay p…
37554
nodejsmcp Claim 1
A Forgejo MCP Server
N/A N/A 76
37555
henrique-coder
An advanced, high-performance Python client, MCP server, and REST API for rever…
N/A N/A
37556
Shanksg
skills for claw services and msp
N/A N/A
37557
brain-bbqs
neuro-mcp Claim
Neuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Re…
N/A N/A 95
37558
Desko77
MCP server for semantic search of 1C (BSL) code templates with 2262+ community …
37559
chiaha-ai
QSimHealth Claim
Healthcare staffing simulator — ED, walk-in clinic, and appointment office DES …
37560
lazymac2x
Cloudflare Workers MCP server: api-diff-monitor
37561
xiaobenyang-com
An Airbnb search desktop extension that offers advanced filtering features and …
N/A N/A 95
37562
Kynlos
ftp-mcp Claim
An enterprise-grade MCP server for FTP and SFTP operations optimized for AI cod…
N/A N/A
37563
clihub Claim 1
Convert any CLI binary to an MCP server via `ch mcp wrap`; discover CLI tools &…
N/A N/A 81
37564
NikolaienkoIgor
Enables autonomous agents to validate, audit, and correct e-invoices against Eu…
37565
Leander-Andersen
Enables querying MyAnimeList data (anime search, rankings, seasonal anime, user…
37566
googlarz
Complete Vinted MCP and CLI Server
37567
culstrup
Enables natural language interaction with Unanet GovCon ERP for project managem…
N/A N/A
37568
AiAgentKarl
Enables AI agents to create, compare, and track purchases with structured buyin…
N/A N/A
37569
JaxsonWang
Provides semantic search over ScriptingApp documentation by converting Markdown…
81
37570
IvanKlymenko
keycrm-mcp Claim
A Model Context Protocol server that lets Claude manage keyCRM catalogue, stock…
N/A N/A
37571
abhishek2024.design
habitify Claim
N/A N/A 95
37572
clarvia-project
clarvia Claim
AI agent tool discovery and scoring. Search 15,400+ MCP servers, APIs, and CLIs.
N/A N/A 95
37573
zym9863
Generates sound effects from text descriptions using ElevenLabs API and saves t…
N/A N/A
37574
sirius-zuo
Provides design pattern templates and anti-pattern guidance to AI coding agents…
N/A N/A
37575
monotykamary
Provides AI-driven development tools including file system operations, multi-la…
N/A N/A
37576
lanyijianke
Tianji Claim
An MCP server that integrates hundreds of thinking models and frameworks to hel…
N/A N/A
37577
andrewbrereton
A Model Context Protocol (MCP) server that connects Claude to local Ollama mode…
N/A N/A
37578
softvoyagers
PageShot MCP Claim
Capture webpage screenshots with format, viewport, and dark mode options
N/A N/A 95
37579
xiaoxuzhu303-prog
harmony-mcp Claim
An MCP server that enables AI assistants to interact with WeChat Mini Programs,…
N/A N/A
37580
YawLabs
Manage Caddy web servers from Claude Code, Cursor, and any MCP client with 18 t…
37581
gamladz
Query your Surfa Analytics data using natural language through Claude Desktop, …
37582
yufeizhou666
Enables log analysis, searching, counting, and system metrics retrieval (CPU, m…
N/A N/A
37583
DEBARPAN2000
Connects AI assistants to TradingView Desktop via Chrome DevTools Protocol for …
N/A N/A
37584
BrainSlugs83
Adds persistent long-term memory to GitHub Copilot CLI via local semantic vecto…
N/A N/A
37585
ragmha
Enables AI clients to read and write local Apple Books library, collections, an…
N/A N/A
37586
cyanheads
Search and analyze global news coverage and US TV transcripts via the GDELT Pro…
37587
fictjs
@fictjs/mcp Claim
MCP server for retrieving Fict documentation, running compiler/ESLint/TypeScrip…
37588
angoran
Asynchronous MCP server for unified multi-platform network infrastructure manag…
37589
GDM-Pixel
Combines semantic search with AST-based code exploration for AI agents, enablin…
N/A N/A
37590
ZHANGYA0
MCP server for accessing iQiyi API to fetch new releases and trending videos.
37591
leocelis
28 tools that make AI write, implement, and verify structured intent — so hallu…
37592
kamflowersthemacrogod
Enables AI assistants to access Twitter/X data including user profiles, tweets,…
N/A N/A
37593
aykansal
Enables generating presentations, creating from templates, and managing Gamma r…
N/A N/A
37594
mabh111111
Enables AI assistants to perform video and audio processing tasks such as forma…
N/A N/A
37595
84emllc
A Model Context Protocol server for Google Calendar integration, enabling AI as…
37596
pinkpixel-dev
LLMSTXT-MCP Server Claim
MCP server that allows AI agents to fetch and process llms.txt documentation fr…
81
37597
arturseo-geo
MCP server for on-page SEO auditing and JSON-LD schema validation, providing to…
37598
clauxel
Remote MCP for Gemini Omni commercial rights receipt MCP, structured receipts, …
37599
Bigred97
apra-mcp Claim
Query APRA in plain English — bank capital, fund-level super, insurance stats.
N/A N/A
37600
ScrapeGraphAI
Scrapegraph Claim
Convert webpages to clean markdown or structured data with minimal effort. Run …
N/A N/A 95
Showing 37551–37600 of 43459 servers
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