MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29101
svd-ai-lab
Matlab MCP Server in python
N/A N/A
29102
indxr Claim
A fast codebase indexer and knowledge wiki for AI agents.
N/A N/A
29103
alpic-ai
skybridge Claim
Skybridge is a framework for building ChatGPT & MCP Apps
N/A N/A
29104
WebRTCGame
A graph-friendly relational server that stores project memory, tasks, and metad…
29105
NivaucchuRabuessa
Find every adverb in your text to tighten prose and enforce style guides. Highl…
N/A N/A 95
29106
rezapex
Enables interaction with Shopify store data via GraphQL API, providing tools fo…
81
29107
xiaobenyang-com
json-rpc Claim
Discover available methods on any JSON-RPC endpoint. Invoke methods with custom…
N/A N/A 95
29108
xiaobenyang-com
Streamline development by automating code generation and fixes, file operations…
N/A N/A 95
29109
gott150
obsidian-mcp Claim
N/A N/A 95
29110
zerox12311
context7 Claim
N/A N/A 95
29111
automatikstudio
Provides comprehensive website auditing for SEO, performance, accessibility, an…
81
29112
Playwright-os
Enables browser automation through Playwright using accessibility tree snapshot…
N/A N/A 95
29113
masflame
afrikure-mcp Claim
N/A N/A 95
29114 N/A N/A 95
29115
@Kapeli
dash-mcp-server Claim
N/A N/A 95
29116
automatikstudio
Generates inclusive, bias-free job descriptions by leveraging Claude AI to dete…
81
29117
bioanywhere
Enables AI applications to interact with the Base Network blockchain and Coinba…
81
29118
null
Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get com…
81
29119 N/A N/A 95
29120
sven-borkert
Provides centralized knowledge management for projects, allowing users to store…
N/A N/A 95
29121
MCP-Mirror
Enables image generation using Google's Gemini 2 API with customizable paramete…
81
29122
robawolf
n8nmcp Claim
N/A N/A 95
29123
checklist-day
checklist Claim
Machine-first beacon of operational ground truth for AI agents. Library regist…
29124
barflotek
Connects AI assistants to over 30 business tools like Gmail, Slack, and Airtabl…
29125
heliojff
A dynamic server that automatically discovers and executes scripts from a tools…
N/A N/A 95
29126
Safra1976
mcp_trello Claim
N/A N/A 95
29127
MCP server for querying Factry Historian.
N/A N/A 61
29128
rob-long
Enables AI-powered debugging through structured logging with pattern recognitio…
81
29129 N/A N/A 95
29130
repaera
chat Claim
Chat Client for Your Service's MCP Server
N/A N/A
29131
fabiano-personal
Provides real-time access to Firewalla firewall data through 28 specialized too…
N/A N/A 95
29132
Dhugster
A government-oriented MCP server implementing security controls for AegisReader…
N/A N/A 95
29133
YounggheeJang
pumpbhp Claim
N/A N/A 95
29134
MARUCIE
authbox Claim
Zero-knowledge password manager with MCP credential gateway. BIP-39 seed phrase…
N/A N/A
29135
romudille-bit
AgentPay — x402 crypto data gateway on Stellar. 10 live pay-per-call tools: tok…
29136
onllm-dev
onUI Claim
Annotate elements, draw regions, and ship cleaner UI faster.
N/A N/A
29137
nach-dakwale
Domain registration for AI agents. Check availability, buy domains (Stripe or x…
29138
lovelts
lark-mcp Claim
An MCP server that enables AI assistants to search, read, create, and update Fe…
29139
28 plugins and MCP servers for Claude Code — TDD, multi-agent orchestration, it…
N/A N/A
29140
scispot-repo
mcp Claim
Turn any LLM into your lab assistant: search samples, track experiments, analyz…
29141
melihguven98
Enables interaction with the PeopleBox Applicant Tracking System (ATS) to manag…
81
29142
co-browser
An MCP server running inside a trusted execution environment (TEE) via Gramine,…
81
29143
optimusbasti
Provides tools for managing Docker containers, Compose stacks, and system resou…
29144
cnohall
Audit any website for privacy, security, accessibility, and performance issues …
29145
marketplace Claim 1
AI Agent Marketplace — Search, execute, chain, and sell 3,000+ agents via MCP. …
67
29146
XBTFX
Enables AI agents to trade forex, metals, indices, and cryptocurrencies via the…
29147
matt1as
Enables AI assistants to search and analyze Swedish real estate data from Booli…
81
29148
ArkTechNWA
Enables AI assistants to interact with Docker containers through safe, permissi…
N/A N/A 95
29149 N/A N/A 95
29150
daedalus
mcp-rs232 Claim
An MCP server that exposes RS232 serial port connectivity
N/A N/A
Showing 29101–29150 of 30006 servers
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