MCP Server Quality Scores

Independent quality analysis of 59385 public MCP servers

59385
Discovered
29896
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3651
agents-registry-com
Enables AI agents to discover each other and communicate through cryptographica…
B 76 55 78 75 45 81 95
3652
bradfair
An MCP server for managing and activating persona templates and components by w…
B 76 54 75 68 N/A 43 90 100
3653
profplum700
Etsy MCP Server Claim 1
Exposes a subset of the Etsy API through the Model Context Protocol to manage s…
B 76 55 84 61 50 80 99
3654
DIMO-Network
Enables AI assistants to access vehicle data from the DIMO Network, including q…
B 76 55 84 72 46 81 91
3655
reddheeraj
Enables speech-to-text transcription, text-to-speech synthesis, and audio analy…
B 76 55 86 67 44 81 91
3656
kevinlin
Enables AI-guided spec-driven development workflow that transforms ideas into i…
B 76 55 90 83 N/A 33 95 62
3657
mattiasw
BrowserLoop Claim 1
A Model Context Protocol (MCP) server for taking screenshots of web pages using…
B 76 55 78 75 70 81 71
3658
prosdevlab
Doc Agent Claim
Enables extraction of structured data from documents like invoices, receipts, a…
B 76 55 82 67 57 81 91
3659
aleck31
Blogger MCP Server Claim 1
Enables AI assistants to interact with the Google Blogger API v3 to manage blog…
B 76 55 78 71 48 78 100
3660
jochiang
Voice MCP Claim
Enables voice interaction with Claude Code through local speech-to-text (Whispe…
B 76 54 90 58 N/A 30 95 93
3661
webconsulting
Node.js server implementing Model Context Protocol that enables seamless intera…
B 76 54 94 61 N/A 53 84 78
3662
JustinBeckwith
pylon-mcp Claim 1
MCP server for Pylon customer support platform
B 76 54 53 67 N/A 78 95 92
3663
quartz-labs-dev
Pabal MCP Claim
Manages App Store Connect and Google Play Console metadata, releases, and ASO w…
B 76 54 94 53 N/A 32 95 95
3664
mustafa-boorenie
Blender MCP Router Claim
Enables LLM routing through multiple providers (OpenAI, Anthropic, xAI) via Lit…
B 76 54 72 68 N/A 42 95 94
3665
getpara
Enables AI agents to create and manage MPC wallets across EVM, Solana, and Cosm…
B 76 55 90 72 29 83 94
3666
Kruglyak
Railway MCP Server Claim 1
Enables management of Railway.app infrastructure through natural language, incl…
B 76 55 78 100 53 81 57
3667
aibozo
An intelligent codebase processing server that provides agentic RAG capabilitie…
B 76 55 86 71 36 80 94
3668
tommertron
Enables interaction with Anybox bookmark manager on macOS, allowing users to se…
B 76 54 90 67 N/A 19 90 96
3669
amotivv
This MCP server provides tools for interacting with Cloudflare Browser Renderin…
B 76 55 96 53 45 80 99
3670
ousepachn
Provides read-only access to Beehiiv newsletter analytics data including public…
B 76 55 78 68 48 81 100
3671
snahrup
Enables AI assistants to interact with Microsoft Fabric and Power BI services t…
B 76 55 94 58 39 81 98
3672
neo4j-field
An MCP server that enables LLMs to perform vector search, fulltext search, comb…
B 76 55 73 73 62 80 91
3673
abs222222
MCP File Downloader Claim 1
Enables Claude Desktop to download files from web URLs with automatic browser f…
B 76 54 90 56 N/A 41 90 93
3674
xpzouying
MCP for xiaohongshu.com
B 76 54 62 68 N/A 65 90 95
3675
mvacaporale
Fetches and tracks Claude.ai usage data including session and weekly limits wit…
B 76 54 90 61 N/A 27 90 99
3676
florinel-chis
Provides instant, offline access to complete Shopify Liquid documentation (198 …
B 76 55 66 82 51 81 98
3677
seriserendipia
From markdown resume to formatted PDF, a MCP server that generates single-page …
B 76 54 84 56 N/A 48 92 93
3678
jonnyblankinship
Enables control of Philips Hue lights via Bluetooth LE directly from Claude, wi…
B 76 44 60 N/A N/A 47 95 97
3679
yshan2028
mcp-pdf-reader Claim
B 76 54 78 56 N/A 44 95 99
3680
SayreBlades
MCP Web Tools Claim
Provides local web search and content fetching capabilities for AI assistants, …
B 76 54 94 56 N/A 24 95 97
3681
Cicatriiz
pophive-mcp-server Claim 1
*Featured on Claude!* MCP server for accessing near real-time health data from …
B 76 55 94 82 N/A 64 81 48
3682
stevengonsalvez
A lightweight, file-based server for managing and serving personal prompt templ…
B 76 54 72 65 N/A 57 90 94
3683
datalayer
jupyter-mcp-server Claim
Model Context Protocol (MCP) Server for Jupyter.
B 76 54 67 62 N/A 61 95 93
3684
LAMENTIS1
Converts Markdown documents to PDF files with support for syntax highlighting, …
B 76 54 78 65 N/A 47 92 92
3685
zzgael
Provides SQL access to the ANSES Ciqual French food composition database with n…
B 76 55 66 82 66 81 86
3686
199-mcp
MCP Autostarter Claim 1
An intelligent MCP server that enables seamless restarting of Claude's MCP hand…
B 76 54 90 61 N/A 23 90 100
3687
n3s-online
Enables AI assistants to search YouTube videos using the official YouTube Data …
B 76 55 84 62 47 80 100
3688
alioshr
memory-bank-mcp Claim
A Model Context Protocol (MCP) server implementation for remote memory bank man…
B 76 55 70 100 N/A 52 95 53
3689
brunoqgalvao
Enables text-to-image generation, image editing, and multi-image composition us…
B 76 55 94 71 26 81 91
3690
GongRzhe
A Model Context Protocol server that enables AI assistants to create, read, edi…
B 76 55 63 82 74 80 83
3691
CaesarYangs
A Model Context Protocol (MCP) server enabling LLMs to query, analyze, and inte…
B 76 54 100 41 N/A 42 95 94
3692
qingmu0v0
mysql_mcp Claim
B 75 54 90 68 N/A 29 87 88
3693
iamjpsharma
MCP Memory Server Claim 1
A persistent local vector memory server that allows users to store and search p…
B 75 54 84 51 N/A 51 90 96
3694
dnakov
Frida MCP Claim 1
An MCP-compliant server that enables AI systems to interact with mobile and des…
B 75 55 68 100 45 81 69
3695
dev-brewery
Centrally manages Claude agent definitions, configurations, and custom commands…
B 75 55 94 58 27 81 99
3696
JDJR2024
A document conversion server that transforms various file formats (PDFs, docume…
B 75 55 90 57 43 78 100
3697
uk0
Web Search MCP Claim
A high-performance search service that converts results from Google, Bing, and …
B 75 55 72 71 52 82 95
3698
JustinBeckwith
linkinator-mcp Claim 1
MCP server for link checking using linkinator
B 75 55 59 100 N/A 78 95 40
3699
mrjoshuak
godoc-mcp Claim
Token-efficient Go documentation server that provides AI assistants with smart …
B 75 54 60 61 N/A 74 94 90
3700
digitalxenon98
Tracks DB Schenker shipments by reference number, providing detailed shipment i…
B 75 55 78 55 55 83 100
Showing 3651–3700 of 59385 servers
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