MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
27501 N/A N/A 95
27502 N/A N/A 95
27503
garzarobm
wilow-mcp Claim
N/A N/A 95
27504
ZionHopkins
Agentic pipeline — 39 tools from idea to revenue for solo founders.
N/A N/A
27505
Keel Claim
Network diagnostics — ping, traceroute, DNS, port scanning, and connectivity te…
N/A N/A
27506
devassistantai
Manage GitHub Projects V2 efficiently by interacting with the GitHub Projects A…
N/A N/A 95
27507
code-pumpkin
Enables persistent SSH sessions and SFTP file transfers with native GUI credent…
N/A N/A 95
27508
chris
Say hello to anyone by name with a friendly tone. Explore the origin story behi…
N/A N/A 95
27509
godson
godson_1231 Claim
N/A N/A 95
27510
Mooring Claim
Git and GitHub operations — repo status, diffs, branches, PRs, issues, and Acti…
N/A N/A
27511
ailenshen
Read and write Apple Notes with bidirectional Markdown conversion. Fast SQLite …
N/A N/A
27512
frase
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content.
N/A N/A 95
27513
cdmarshall14
Provide standardized access and management of HubSpot CRM data through a compre…
N/A N/A 95
27514
new69toss
Enables structured problem-solving through sequential thinking stages with pers…
N/A N/A 95
27515 N/A N/A 95
27516
xiaobenyang-com
smart-search Claim
搜索GitHub、StackOverflow、NPM、官方文档与中文技术社区,快速定位权威答案。聚合跨站结果,直达React、Vue、Node.js、微信与云…
N/A N/A 95
27517
ip2location
Official IP2Location.io MCP server to obtain the geolocation, proxy and network…
81
27518
foxibu
Connects MCP clients to a Kali Linux terminal API, enabling AI-assisted penetra…
81
27519
mailappmcp Claim
MCP server for macOS Mail.app — gives Claude native email access via AppleScript
N/A N/A
27520
whybelab
testyb3 Claim
N/A N/A 95
27521
JigsawStack
Convert Speech to Text using JigsawStack's AI Models.
N/A N/A 95
27522
Happm3p
A FastAPI server that enables interaction with YouTube's data through search, v…
N/A N/A 95
27523
irenictable Claim
Collaborative whiteboard MCP server — create objects, connectors, C4 diagrams, …
27524
master
Extract DSL from MasterGo design files to analyze structure and generate accura…
N/A N/A 95
27525
tomoharu-hayashi
Provides AI agents with a learning-based knowledge management system that store…
81
27526
storybookjs
addon-mcp Claim
Help agents automatically write and test stories for your UI components.
N/A N/A 95
27527
KAIpany
A tool designed to help users connect AI Agents with the Feishu/Lark platform, …
N/A N/A 95
27528
MCP-Mirror
Enables direct interaction with AWS S3 buckets through the Model Context Protoc…
81
27529
Jake-Mok-Nelson
Helps support engineers find similar GitHub issues to speed up troubleshooting …
N/A N/A 95
27530
3viky
Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tool…
81
27531
RobertRigCollective
A proxy server that standardizes access to the Congress.gov API by automaticall…
N/A N/A 95
27532
199-biotechnologies
Gives Claude access to multiple AI models (Gemini, OpenAI, OpenRouter, Ollama) …
N/A N/A 95
27533
danilonovaisv
Manage n8n workflows with ease. Create, update, activate or deactivate, execute…
N/A N/A 95
27534
maxritter
pilot-shell Claim
Make Claude Code production-ready — spec-driven plans, enforced quality gates, …
N/A N/A
27535 N/A N/A 95
27536
webex
Enables AI assistants to interact with Cisco Webex messaging through 52 compreh…
81
27537
tedahn
Enables persistent memory storage and retrieval for AI conversations using Mem0…
81
27538
albertlieyingadrian
Provide a fast and easy-to-build MCP server implementation to integrate LLMs wi…
N/A N/A 95
27539
hee55e
kait Claim
N/A N/A 95
27540
moneyforward
A Model Context Protocol server that provides integration with TestRail, allowi…
81
27541
cap5192
merakimcp Claim
N/A N/A 95
27542
DevMan57
A local voice interface providing high-performance speech recognition and natur…
N/A N/A 95
27543
Showyilu
stayzi Claim
N/A N/A 95
27544
marketplace Claim
AI marketplace: search, buy, sell across Amazon, eBay, AliExpress. 13 tools.
27545
keshrath
agent-tasks Claim
Pipeline task management for AI agents - stages, dependencies, artifacts, claim…
N/A N/A
27546
zekus
A Model Context Protocol server that enables interaction with Shortcut (formerl…
81
27547
AboJad2026
Enables AI assistants to interact with Unity Editor through the Model Context P…
N/A N/A 95
27548
elliot-evno
A basic MCP server template built with FastMCP framework that provides example …
N/A N/A 95
27549
SEC-verified company data for AI. 8K+ companies, 1.19M filings. Origin chain pr…
27550
Vehicle safety recalls, complaints, and crash data from NHTSA
67
Showing 27501–27550 of 30006 servers
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