MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31760
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3851
nutstrut
Remote-first MCP adapter for emitting Settlement Attestation Receipts; not a ve…
B 75 66 86 66 98 50 81 59
3852
Headlesshost
Kapiti MCP Server Claim 2
Enables AI assistants to interact with the Kapiti platform through 87 tools cov…
B 75 55 86 100 31 81 57
3853
gnokit
Provides current local datetime information with timezone support. Serves as a …
B 75 54 90 58 N/A 18 95 100
3854
holocode-ai
rembg-mcp Claim 1
Enables removing image backgrounds using AI models through MCP-compatible tools…
B 75 54 84 56 N/A 40 92 95
3855
Alfanous-team
Search and explore the Holy Qur'an with Arabic text, transliteration, and advan…
B 75 54 94 25 N/A 82 94 84
3856
ryddle
Provides the current date and time in the user's timezone through a simple tool…
B 75 54 86 57 N/A 27 94 99
3857
toro1221
figmad-mcp Claim 1
Enables AI agents to interact with Figma to create, read, and manage designs us…
B 75 55 94 61 27 82 98
3858
MaesHughes
Wuxing Search MCP Claim
A privacy-focused search server built on SearXNG that provides unlimited, multi…
B 75 55 88 62 50 82 87
3859
evolsb
Enables fast, local access to Intercom conversations through intelligent cachin…
B 75 55 96 43 55 81 95
3860
keli-wen
mcp_chatbot Claim
A chatbot implementation compatible with MCP (terminal / streamlit supported)
B 75 54 90 43 N/A 53 87 97
3861
fwextensions
Form.io MCP Server Claim
Enables AI assistants to interact with Form.io's API to create, read, update, a…
B 75 55 84 71 29 81 97
3862
System-R-AI
Pre-trade risk validation and position sizing for AI trading agents via G-formu…
B 75 66 90 60 64 57 82 91
3863
tonywmnix
Integrates with Google Tasks to enable searching, listing, creating, updating, …
B 75 55 78 63 50 82 99
3864
Aguantar
vibescan-mcp-server Claim 2
MCP server for VibeScan — scan projects for leaked secrets and security issues
B 75 44 57 N/A N/A 47 95 97
3865
youssef7788
Enables interaction with Azure AI Foundry services through a unified interface …
B 75 55 90 82 55 81 58
3866
shifusen329
n8n-mcp Claim
A Python-based MCP server adapted from the n8n_agent project that implements a …
B 75 54 84 66 N/A 21 95 97
3867
DavidCho1999
Enables users to search and navigate over 22,500 indexed sections across 16 Can…
B 75 55 84 51 58 80 99
3868
crosstraffic
HCM-LLM MCP Server Claim
A FastAPI-based server that enables AI assistants to perform Highway Capacity M…
B 75 55 80 58 67 80 90
3869
Aaryan-Kapoor
MCP Character Tools Claim 1
Provides 14+ character-level text analysis tools that give LLMs the ability to …
B 75 55 78 56 59 84 95
3870
dmitryanchikov
mcp-optimizer Claim
mcp-optimizer
B 75 55 78 58 75 82 81
3871
nocoo
MCP Make Sound Claim 2
A Model Context Protocol server for macOS that enables AI assistants to play sy…
B 75 55 75 100 N/A 43 95 50
3872
mohammadnajeeb
MCP server that interfaces with the NCBI Entrez API to fetch detailed informati…
B 75 55 84 68 37 81 93
3873
1Dark134
arXiv MCP Server Client 🐙 enables AI assistants to search, retrieve, analyze, a…
B 75 55 80 62 N/A 50 80 100
3874
negokaz
Excel MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to read from and wri…
B 75 55 57 75 72 80 97
3875
talknerdytome-labs
This MCP server enables AI assistants to automatically sync Google Sheets data …
B 75 55 90 66 37 80 91
3876
BAS-More
total-recall Claim
Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sy…
B 75 44 53 N/A N/A 59 95 96
3877
signal-slot
Enables MCP-capable applications to access, manage, and analyze system core dum…
B 75 55 78 100 N/A 20 95 61
3878
moonlitknight
A TypeScript template for building remote Model Context Protocol (MCP) servers …
B 75 55 80 58 45 84 100
3879
hireshBrem
Rewrites coding prompts for optimal results with AI IDEs like Cursor by using C…
B 75 55 90 100 43 81 44
3880
blueprint-infrastructure
Solentic Claim
Native Solana staking infrastructure for AI agents. 18 MCP tools for staking, u…
B 75 55 63 80 49 81 100
3881
Birdsmith
Enables Claude Desktop to interact with the Gauntlet Incept system for generati…
B 75 55 94 73 17 80 92
3882
jwalsh
MCP QR Code Server Claim
A server that connects large language models to QR code generation capabilities…
B 75 55 72 62 62 80 100
3883
dennisonbertram
Enables management of decentralized organizational roles and permissions throug…
B 75 55 96 60 30 78 95
3884
grandinh
MCP Prompt Optimizer Claim 1
Automatically analyzes and optimizes AI prompts by calculating clarity scores, …
B 75 55 94 56 47 80 91
3885
chrismannina
PubMed MCP Server Claim
A comprehensive Model Context Protocol server that enables advanced PubMed lite…
B 75 55 100 48 42 81 94
3886
rayss868
A powerful tool for fetching and extracting text content from web pages and API…
B 75 55 88 82 53 81 60
3887
piekstra
Slack MCP Server Claim 1
Enables interaction with Slack workspaces through comprehensive channel managem…
B 75 55 84 74 34 80 90
3888
antonioevans
Railway MCP Server Claim 1
Enables management of Railway.app infrastructure through natural language, incl…
B 75 55 78 100 53 81 50
3889
bbangjooo
MCP Installer Claim
Enables finding, configuring, and installing Model Context Protocol (MCP) serve…
B 75 55 86 100 N/A 25 95 49
3890
RBKunnela
PayBot MCP Server Claim
Connects AI agents to the PayBot payment infrastructure, enabling automated USD…
B 75 55 76 68 56 80 92
3891
Vivek-k3
Models PLUS Claim
Provides comprehensive AI model metadata through MCP, enabling search and filte…
B 75 55 84 60 49 80 95
3892
evalstate
mcp-miro Claim 2
Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for RES…
B 75 55 84 68 44 76 93
3893
adamlj
Enables capturing screenshots from Android devices over WiFi for UI debugging a…
B 75 55 86 100 N/A 18 95 52
3894
HayoDev
Safari DevTools MCP Claim 2
MCP server for Safari DevTools — browser debugging and automation for AI coding…
B 75 44 57 N/A N/A 79 95 75
3895
jackfioru92
MCP server for Aruba email and calendar via IMAP/SMTP/CalDAV
B 75 55 61 82 N/A 57 83 93
3896
my-mcp-hub
mcp-kit Claim
A CLI tool to create MCP (Model Context Protocol) applications with ease.
B 75 54 88 50 N/A 76 91 67 HA
3897
pieperz
Shopify MCP Server Claim 1
Enables interaction with Shopify store data through the GraphQL Admin API, supp…
B 75 55 72 75 53 80 90
3898
zacco16
Gmail MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Gma…
B 75 55 81 72 37 81 93
3899
scorzeth
Anki MCP Server Claim 1
A server implementation that connects to a locally running Anki, enabling card …
B 75 55 80 82 N/A 42 95 65
3900
LuisRincon23
SEC MCP Claim
A Server-Sent Events Model Context Protocol server that enables both remote and…
B 75 55 94 50 45 81 97
Showing 3851–3900 of 66402 servers
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