MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26363
Scored
1627
Verified
16957
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7701
glebis
Sketch MCP Server Claim
Provides a collaborative SVG canvas that allows Claude to create, read, and man…
B 70 54 60 63 N/A 39 87 100
7702
wpfleger96
A server that exposes PagerDuty API functionality to LLMs with structured input…
B 70 55 80 41 66 81 84
7703
1595901624
QRCode_MCP Claim 1
An MCP server that generates customizable QR codes with options for size, color…
B 70 54 51 61 N/A 46 94 100
7704
tejedamiguel6
Contentful MCP Server Claim 1
A Model Context Protocol server that enables Claude to interact directly with C…
B 70 55 59 65 40 81 100
7705
wallacetju
Stock Data MCP Server Claim 3
Provides comprehensive stock market data across US, Hong Kong, and Chinese mark…
B 70 55 84 91 28 82 44
7706
pauldub
AppSignal MCP Claim
Enables AI assistants to query and fetch error and performance monitoring data …
B 70 55 66 71 35 81 90
7707
RuoJi6
An MCP server that enables AI models to query FOFA, 360 Quake, and Hunter cyber…
B 70 55 63 68 52 80 86
7708
i-tozer
Excalidraw MCP Server Claim 1
A Model Context Protocol server that provides API functionality for creating, m…
B 70 55 69 65 29 80 98
7709
chrishayuk
Chuk Design System Claim
Provides access to a universal design token system with 7 pre-built themes (col…
B 70 55 78 55 29 81 95
7710 B 70 54 62 63 N/A 37 90 94
7711
aleksvin8888
Provides AI assistants with direct access to self-hosted Docmost documentation …
B 70 55 78 47 40 82 100
7712
kongyo2
This MCP server provides complete MediaWiki markup syntax documentation by dyna…
B 70 55 66 61 43 83 94
7713
banant2
foglift-mcp Claim 1
MCP server for website SEO + GEO analysis. Scan any URL to get scores across 5 …
B 70 55 79 31 70 78 95
7714
xiaobenyang-com
A Taiwan holiday query server based on Model Context Protocol (MCP), providing …
B 70 54 72 67 N/A 45 95 64
7715
manimohans
Farcaster MCP Server Claim 2
Provides tools to interact with the Farcaster network, allowing AI models to fe…
B 70 55 66 100 48 80 43
7716
neka-nat
freecad mcp Claim
This repository is a FreeCAD MCP that allows you to control FreeCAD from Claude…
B 70 54 74 43 N/A 59 82 95
7717
nipoppy
Nipoppy MCP Server Claim
An interface for the Nipoppy neuroimaging framework that enables AI agents to l…
B 70 54 80 36 N/A 50 94 89
7718
stefanveliki
Vreme Temporal MCP Claim 1
Provides AI assistants with rich temporal intelligence including timezone conve…
B 70 55 78 53 42 82 89
7719
Solvro
Enables querying a Neo4j knowledge graph about Wroclaw University of Science an…
B 70 55 68 67 34 81 94
7720
zalab-inc
Provides a tool for dynamic and reflective problem-solving by breaking complex …
B 70 54 78 55 N/A 20 95 88
7721
lfdantoni
Provides AI assistants with access to personal best practice skills and coding …
B 70 55 80 52 29 81 97
7722
potato-castle
Mono Memory MCP Claim
A self-hosted MCP server that provides AI assistants with a shared, persistent …
B 70 54 66 43 48 92 99
7723
malvernbright
MCP Odoo Server Claim 1
Enables AI assistants to interact with Odoo databases via XML-RPC and JSON-RPC …
B 70 55 78 62 29 76 95
7724
tsutushi0628
wasurenagusa-mcp Claim 1
An MCP server that provides persistent memory for AI assistants by automaticall…
B 70 54 71 53 N/A 50 95 79
7725
rob-9
edstem-mcp Claim 1
Exposes the full Ed Discussion API to MCP clients, enabling users to manage thr…
B 70 55 68 75 35 80 86
7726
Caue397
Enables LLMs to read, create, and manage Google Calendar events through a stand…
B 70 55 78 75 20 77 87
7727
theYahia
hh-mcp Claim 1
MCP server for hh.ru jobs API — vacancy search, salary stats, employers, region…
B 70 44 51 N/A N/A 58 83 90
7728
sleepysoong
Provides real-time stock price information from Yahoo Finance API for global ma…
B 70 55 78 100 24 81 48
7729
timoconnellaus
Automates git worktree management with iTerm2 integration for Claude Code, allo…
B 70 54 78 51 N/A 19 95 94
7730
twolven
StockFlow MCP Server Claim 2
A Model Context Protocol server providing real-time stock data and options anal…
B 70 55 75 61 36 80 90
7731
GeLi2001
TFT MCP Server Claim
This server enables Claude to access Team Fight Tactics (TFT) game data, allowi…
B 70 55 78 67 23 81 89
7732
508364
Enables real-time weather queries for 400+ cities in China through the Senivers…
B 70 55 68 66 40 81 88
7733
masa061580
A Node.js implementation that provides tools for advanced PubMed searching, inc…
B 70 55 78 62 23 82 91
7734
TheNewJavaman
claude-crowed Claim
A persistent semantic memory system for Claude Code that provides a structured,…
B 70 54 76 33 N/A 48 95 93
7735
anjor
coinmarket-mcp-server Claim 1
Coinmarket API integration to fetch cryptocurrency listings and quotes
B 70 55 84 42 45 81 93
7736
dimascior
Adds automation capabilities to Claude Desktop through MCP and enables Claude D…
B 70 54 96 38 N/A 27 83 91
7737
skyDuanXianBing
Enable AI assistants and applications to seamlessly interact with ArcGIS Online…
B 70 55 60 100 N/A 47 89 42
7738
longmans
Coin MCP Server Claim 2
A Model Context Protocol server that provides access to CoinMarketCap's cryptoc…
B 70 55 79 65 21 81 89
7739
kennic
Provides AI-powered assistance for iOS developers using FrameLayoutKit, enablin…
B 70 54 78 47 N/A 42 90 88
7740
mimsut
MCP Kkebi Claim 1
A framework for building interactive UI applications and React-based widgets fo…
B 70 55 72 55 54 78 88
7741
iceener
Enables location-aware AI agents to search for nearby places, get detailed plac…
B 70 55 90 45 34 80 90
7742
nabid-pf
Enables AI assistants to analyze and summarize YouTube videos by extracting cap…
B 70 55 60 58 52 81 100
7743
Meerkats-Ai
A Model Context Protocol server that connects to RocketReach API, enabling AI a…
B 70 55 77 70 20 80 89
7744
hxw-haha
MCP Server Demo Claim
A minimal Model Context Protocol server demo that exposes tools through HTTP AP…
B 70 54 60 65 N/A 24 95 98
7745
Mathankarthik18
Enables AI assistants to securely interact with the Corpus Tracker application …
B 70 55 60 82 30 81 87
7746
AngDrew
Todoist MCP Server Claim 1
Enables interaction with Todoist through the MCP interface, providing full CRUD…
B 70 55 72 67 21 80 99
7747
ChromeDevTools
chrome-devtools-mcp Claim 1
MCP server for Chrome DevTools
B 70 54 71 30 N/A 95 90 76
7748
vivek1612
A Model Context Protocol server that enables LLMs to interact directly with Mon…
B 70 55 75 56 42 81 89
7749
LGDiMaggio
MCP server for Motor Current Signature Analysis — fault detection in electric m…
B 70 54 75 25 N/A 71 95 90
7750
pablof7z
MCP-NOSTR Claim
A bridge that enables AI language models to publish content to the Nostr networ…
B 70 55 60 70 46 76 94
Showing 7701–7750 of 33449 servers
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