MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

40750
Discovered
29239
Scored
2095
Verified
16951
Complete

Last updated 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38901
dan-wkkx
marvenn-mcp Claim
Marvenn MCP Server AI-powered outbound marketing automation for agencies. Wha…
81
38902
99rig
A Django MCP server that exposes tools and resources to AI agents using simple …
38903
wspotter
Enables semantic search across multiple knowledge datasets using FAISS vector e…
N/A N/A 95
38904 N/A N/A 95
38905
fastmcp-me
A unified MCP server for biomedical research that connects AI systems to resour…
38906
shufl9dka
Provides tools for web, image, generative search, and Wordstat keyword statisti…
38907
1clickreport
1ClickReport Claim
40 tools for marketing analytics, campaign management, and AI monitoring across…
38908
gujung9139
sebit-mcp Claim
N/A N/A 95
38909
Pcw-Life
Provides a comprehensive suite of 56 tools for the management and automation of…
N/A N/A 95
38910
nexus-substrate
nexus-agents Claim
nexus-agents makes your AI coding tools work together intelligently. It coordin…
38911
elementalcollision
An AI-assisted, long-term memory system for IDEs, powered by Kuzu graph databas…
38912
xiaobenyang-com
Create precise, production-ready GSAP animations from any request. Debug issues…
N/A N/A 95
38913
igalarzab
MCP server for checking historical weather data for cities using OpenWeather AP…
38914
E-ditital1000
kolokwa_connect Claim
N/A N/A 95
38915
automatikstudio
Generates inclusive, bias-free job descriptions by leveraging Claude AI to dete…
81
38916
jbmurphy
MCP VRBO Claim
Enables searching and retrieving VRBO vacation rental listings using browser au…
81
38917
co-browser
browser-use packaged as an MCP server with SSE transport. includes a dockerfile…
N/A N/A 95
38918
noahgift
pmcp Claim
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK…
N/A N/A 95
38919
niusulong
Enables AI assistants to interact with physical serial port devices across plat…
N/A N/A 95
38920
longportapp
openapi Claim
🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI acces…
N/A N/A 95
38921
0xIntuition
An HTTP stream server for interacting with the Intuition knowledge graph, enabl…
38922
yujiterada
Enables interaction with the Meraki Dashboard API for LLMs, allowing seamless i…
38923
plasmate-labs
Plasmate Claim
Agent-native headless browser for AI agents. Converts web pages to a Semantic O…
N/A N/A
38924
syndicate-links
Attribution and commission infrastructure for AI agents. Track conversions, ver…
81
38925
Aditya-Khadye
Enables analysis of clinical trial protocols using MCP tools for document listi…
N/A N/A
38926
eugeneoh04
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
38927
lanchuske
local-mcp Claim
Native macOS MCP server — 80+ tools for Mail, Calendar, Teams, OneDrive, and mo…
95
38928
opencolin
An MCP server enabling AI agents to interact with the 0G blockchain, including …
38929 N/A N/A 95
38930
enescinar
Twitter Server Claim 1
A Model Context Protocol server that allows interaction with Twitter, enabling …
N/A N/A 95
38931
philglazer
Enables searching and discovering machine learning papers, state-of-the-art ben…
81
38932
AiAgentKarl
MCP Server for AI agent identity and authorization. Create, verify, and manage …
N/A N/A
38933
As-The-Geek-Learns
Repurpose content into Twitter threads, LinkedIn posts, Substack notes, email, …
N/A N/A 83
38934
hahongchul
mcp-server Claim
Perform fast arithmetic for sums, differences, products, and quotients. Save ti…
N/A N/A 95
38935 N/A N/A 95
38936
NOTTIBOY137
Demo: Server update hijack PoC (clean copy for video)
N/A N/A 95
38937
BrightSiteHQ
BrightSite Claim
Manage BrightSite websites: pages, blog posts, components, forms, media, and an…
38938
bbb-build
Hire Orb-verified humans for real-world tasks with on-chain escrow on World Cha…
N/A N/A
38939
lukisch
n8n Manager MCP Claim 1
MCP server for n8n workflow management -- view, create, sync and manage workflo…
N/A N/A 95
38940
pathennessy
socrata-mcp Claim
An MCP server that provides tools to search, query, and aggregate data from any…
38941
Syntria-ai
A sovereign, six-layer permanent memory system that provides users with a struc…
81
38942
david-choi-querypie
Say Hello Claim
Greet people by name with a friendly, personalized message. Make interactions w…
N/A N/A 95
38943
jordnlvr
Get fast, reliable Mendix guidance with curated best practices, troubleshooting…
N/A N/A 95
38944
alegerber
Enables AI assistants to perform professional-grade chess analysis using Stockf…
N/A N/A
38945
AishwaryShrivastav
Code-aware browser testing agent — 13 Playwright tools for AI code editors via …
N/A N/A
38946
xiaobenyang-com
how-to-cook Claim
An AI recipe recommendation server based on the MCP protocol, providing functio…
N/A N/A 95
38947
matthewdtowles
MCP server for I Want My MTG that enables conversational search of Magic: The G…
38948
lovieco
Lovie Company Formation MCP is for AI coding tools. Form companies, manage bank…
38949
pipelinescientists
coldsend-mcp Claim
AI-native cold email campaign management via Model Context Protocol. ## What Y…
81
38950
cantiandotai
cantianai_1 Claim
N/A N/A 95
Showing 38901–38950 of 40750 servers
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