MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6451
laruss
An MCP server that automates a headless Chromium browser to generate images usi…
B 72 54 67 71 N/A 27 95 91
6452
yiwenlu66
PiloTY Claim
AI pilot for PTY operations enabling agents to control interactive terminals wi…
B 72 54 78 61 N/A 33 87 90
6453
mbailey
voicemode Claim
Natural voice conversations for AI assistants - STT/TTS via MCP
B 72 55 84 20 N/A 85 81 97
6454
RealDealCPA-VR
Automates comprehensive accounting workflows including bookkeeping, tax plannin…
B 72 54 80 55 N/A 21 95 96
6455
Cumulocity-IoT
Enables interaction with Cumulocity IoT platform for device management, measure…
B 72 55 72 63 55 80 89
6456
amgadabdelhafez
Enables interaction with Dropbox through the Model Context Protocol, providing …
B 72 55 92 40 44 81 94
6457
hnmr293
GDB-MCP Claim 1
An MCP server that provides programmatic access to the GNU Debugger (GDB), enab…
B 72 55 75 91 N/A 47 95 39
6458
tandat8503
Enables interaction with Reddit through a comprehensive API interface supportin…
B 72 55 72 75 25 81 98
6459
vivek100
SupaMCPBuilder Claim 1
A runtime-configurable MCP server for Supabase databases that enables dynamic t…
B 72 55 78 68 32 76 96
6460
elmariachi111
Proof of Invention Claim
Proof of Invention
B 72 55 78 67 41 81 86
6461
vaur94
mcp-gitpro Claim 1
A context-efficient GitHub MCP server designed for AI agents to manage reposito…
B 72 55 72 71 91 82 46
6462
santis84
MCP RAG Claim
A complete MCP server for Retrieval-Augmented Generation with file management a…
B 72 55 72 56 45 81 100
6463
intellieffect
odoo-mcp Claim 1
An MCP server that connects AI assistants to Odoo ERP instances via the built-i…
B 72 55 69 66 50 81 91
6464
junqing258
PlantUML MCP Server Claim 1
Enables AI assistants to generate UML diagrams from text descriptions using Pla…
B 72 54 78 58 N/A 27 87 100
6465
alpermdr
A production-ready MCP server that enables Claude to interact with local codeba…
B 72 54 96 31 N/A 40 88 99
6466
konashevich
Enables interaction with Google Drive files and Google Sheets through search, r…
B 72 55 78 62 39 81 91
6467
gqy20
A professional literature search tool built on FastMCP framework that enables A…
B 72 55 54 82 63 81 80
6468
baking-bread
Provides access to real-time and historical water conditions of the Aare river …
B 72 55 84 53 41 81 96
6469
TechKampe
Enables interaction with Viterbit recruitment API for managing candidates, jobs…
B 72 55 84 67 22 82 91
6470
Alihkhawaher
Provides integration with Everything Search Engine allowing powerful file searc…
B 72 54 84 61 N/A 17 95 85
6471
lincw
CWA MCP Server Claim 1
A lightweight Node.js server that connects Claude Desktop to Taiwan's Central W…
B 72 55 80 100 40 82 40
6472
sumitroyyy
Provides AI assistants with read-only access to Reddit's API for browsing subre…
B 72 55 78 68 24 80 100
6473
proerror77
A microservice that wraps Xiaohongshu (Little Red Book) API into a RESTful API …
B 72 55 80 71 18 82 97
6474 B 72 54 72 60 N/A 54 90 79
6475
Siddhant-K-code
Enables AI-powered creation, configuration, and management of DevContainer envi…
B 72 54 78 50 N/A 39 95 89
6476
GDanksAnchor
Enables browser automation through Anchor Browser's cloud infrastructure with b…
B 72 55 80 55 47 81 93
6477
Meerkats-Ai
Hunter.io MCP Server Claim 1
An MCP server that integrates with Hunter.io API to find and verify email addre…
B 72 55 77 68 23 82 98
6478
ssdavidai
Enables AI agents to store and retrieve memories with user-specific context usi…
B 72 55 78 71 24 81 91
6479
septemhill
Etherscan MCP Tool Claim 1
A tool that enables users to interact with blockchain data to retrieve token to…
B 72 55 78 63 39 76 94
6480
tellahq
Provides comprehensive access to the Plain.com API with over 70 tools for manag…
B 72 55 68 72 32 82 100
6481
alimbenhelal-pro
50 AI tools for D365 F&O: X++ search, ADO integration, code gen, security traci…
B 72 66 78 80 73 23 81 85
6482
ruibaby
1Panel MCP Server Claim
An experimental server implementing Model Context Protocol to automate website …
B 72 55 84 100 48 81 31
6483
ethereumfollowprotocol
Enables comprehensive GitHub project management automation including creating/m…
B 72 55 82 68 31 76 89
6484
ArchimedesCrypto
Fusion 360 MCP Server Claim 1
A Model Context Protocol server that enables Cline to translate natural languag…
B 72 54 63 68 N/A 42 90 92
6485
yhai3596
Enables users to analyze, search, and export chat logs from various platforms t…
B 72 55 86 57 49 82 77
6486
diegofornalha
Um servidor MCP completo para integração com Sentry no Cursor, oferecendo 27 fe…
B 72 55 88 100 30 81 43
6487
ethancod1ng
Binance MCP Server Claim 2
A Model Context Protocol server that provides Claude Code with seamless access …
B 72 55 79 73 34 76 89
6488
johnelamont
Enables Claude Desktop to capture screenshots through an interactive region sel…
B 72 54 78 57 N/A 27 90 95
6489
realpeterz
Mask Editor Claim
Allows users to upload images and paint selections with a brush tool to generat…
B 72 54 74 57 N/A 35 92 94
6490
jenova-marie
Enables intelligent querying of keyboard shortcuts for various operating system…
B 72 55 84 56 33 82 94
6491
snipefactory
lumen-mcp Claim 1
## 🔦 SnipeFactory: Lumen MCP Engine Lumen MCP is a specialized forensic analys…
B 72 54 84 52 N/A 33 90 91
6492
willem4130
UI/UX MCP Server Claim
Enables comprehensive UI/UX development workflows through integrated tools for …
B 72 55 100 82 N/A 23 95 35
6493
AnalyticAce
Binance MCP Server Claim
Enables AI agents to interact with Binance cryptocurrency exchange for trading …
B 72 55 78 45 58 81 100
6494
JeffChenWH
Enables AI assistants to deploy and manage static websites directly through Edg…
B 72 55 88 58 27 81 92
6495
ifmelate
MCP Image Extractor Claim 1
A Model Context Protocol server that extracts images from URLs or base64 data a…
B 72 55 61 52 83 83 91
6496
cblanquera
Chris MCP Claim
A context provider that serves as an AI version of Chris's programming knowledg…
B 72 55 72 60 59 81 84
6497
mugoosse
Sitemap MCP Server Claim
Sitemap MCP Server
B 72 55 78 60 43 81 93
6498
LeonNonnast
A lightweight server that provides curated, high-quality prompts for common dev…
B 72 55 86 91 43 81 46
6499
davidcaraman
Processes documents, analyzes GitHub repositories, and researches companies usi…
B 72 54 78 66 N/A 18 95 91
6500
lihongwen
Enables conducting comprehensive research on complex topics through multi-layer…
B 72 54 90 33 N/A 48 90 96
Showing 6451–6500 of 58579 servers
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