MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29753
Scored
2112
Verified
16952
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53401
yusaaztrk
Provides tools to get random zoo animals, search by name, and filter by type, r…
81
53402
JL-VALERO
Auditoría del gasto público peruano mediante sistemas multi-agente, Claude Code…
N/A N/A
53403
thanhtn2902
A comprehensive educational server demonstrating Model Context Protocol capabil…
81
53404
moaaz01
Query, explore, and manage SQLite databases through the Model Context Protocol.…
53405
abl030
An MCP server that gives AI agents full control over pfSense firewalls via the …
53406
lazymac2x
Cloudflare Workers MCP server: ai-model-router
53407
dokdosolutions-us
lucky Claim
🍀✨ MCP server for Clover POS — restaurant operations, inventory, orders, analyt…
N/A N/A
53408
voho
Provides atomic music-theory and MIDI tools for composing, enabling LLMs to cha…
N/A N/A
53409
xavierchoi
claude-code Claim
Enables Codex to delegate tasks to Claude Code, allowing Claude to investigate,…
N/A N/A
53410
morrain
Enables scraping Zhihu webpages, getting hot questions, and publishing answers …
81
53411
itsjoe18
skillsyncai Claim
N/A N/A 95
53412
statikfintechllc
A lightweight HTTP module that enables scraping visible text from any publicly …
N/A N/A 95
53413
dennisdevulder
ltm Claim
Portable memory protocol for AI coding sessions. Push the state of a session (g…
N/A N/A 95
53414
janmacher02-xl8y
Access SEC EDGAR financial data through your AI assistant. Search public compan…
81
53415
KarandeepSinghSodhi
Fetches Langfuse observability traces directly into a VS Code coding agent's co…
53416
torykit
smithery Claim
N/A N/A 95
53417
akhilthomas236
Enables retrieval of relevant context from Confluence pages using RAG and Chrom…
53418
SourireConcept
An enterprise-grade MCP server providing integrated system prompts and context …
81
53419
AEGISGOVDAO
Query SEC EDGAR for company filings, financial data, and executive disclosures.…
53420
nerd-exam
NerdExam Claim
Search 2,700+ IT certification practice exams from Microsoft, Cisco, CompTIA, A…
N/A N/A 95
53421
SPARKIT-science
sparkit-mcp Claim
MCP server for [SPARKIT](https://sparkit.science), a scientific research agent …
53422
sling-cli Claim 1
Sling CLI MCP server for data pipeline and replication management
N/A N/A 81
53423
MCPower-Security
Security proxy that wraps MCP servers with real-time monitoring and policy enfo…
N/A N/A 95
53424
CogniRelay Claim 1
Self-hosted continuity and collaboration substrate for autonomous agents.
N/A N/A 76
53425
cloudflare
DNS analytics and optimization. Debug DNS issues and optimize performance based…
81
53426
Riku-KANO
An MCP server that provides a guarded interface to the mem9 persistent memory b…
53427
lailai258
An MCP-only server that launches AI CLI tasks (Claude, Codex, Gemini, Forge, Op…
N/A N/A
53428
promobase
Unofficial MCP server implementation for Facebook Business API. Enables LLMs to…
53429
quyansiyuanwang
oh-my-mcp Claim
A powerful MCP server with 116 practical tools across 9 categories including co…
N/A N/A
53430
LemmeBuyIt
Search 86 US retailers — 260M+ products with real-time pricing, stock, and pric…
53431
pm990320
Multi-agent Playwright MCP server with tab isolation via targetId, enabling mul…
N/A N/A
53432
achatainga
Enables LLMs to efficiently read, write, and refactor code using precise AST-ba…
N/A N/A
53433
petrkindlmann
Enables AI image generation and editing using Google's Gemini models via natura…
N/A N/A
53434
moorjani-ajay
pointless Claim
Self-hosted presentation tool that lets LLMs create and publish interactive HTM…
53435
hujiaozhuzhu
AuditShield Claim
A three-layer MCP server that filters false positives from static analysis tool…
N/A N/A
53436
file-organizer Claim 1
Security-hardened file organizer with smart categorization and duplicate detect…
N/A N/A 81
53437
88plug
screen-mcp Claim
An MCP server that gives a model eyes and hands on a Linux Wayland desktop, ena…
N/A N/A
53438
portdev0
Enables sending and receiving Instagram Direct Messages, managing conversations…
N/A N/A 95
53439
myrddian
Anchor Claim
a self-hostable Java/Spring Boot service for source-grounded chunk validation a…
53440
iamvinitk
electron-mcp Claim
MCP server for interacting with and debugging Electron apps, providing tools fo…
N/A N/A
53441
rebreakpsa
Pearch Claim
This project provides a tool for searching people using the Pearch.ai, implemen…
N/A N/A 95
53442
jkwjkw1020-bot
jaso-mcp Claim
A simple notes system that allows creating, storing, and accessing text notes t…
N/A N/A 95
53443
Shopify
dev-mcp Claim
Model Context Protocol (MCP) server that interacts with Shopify Dev.
86
53444
hellovarun91
Brainstorm MCP Claim 1
An MCP server that connects Claude to Google Sheets for enhanced brainstorming …
81
53445
fdcommercial
UK property finance calculators: bridging cost (rolled-up / retained / serviced…
53446
foundrole
MCP server for AI job search — find jobs, track applications, get alerts. Claud…
53447
AsafViana
Enables importing, managing, and using Markdown skills from GitHub repositories…
N/A N/A
53448
huanshenyi
Deploys a stateless MCP server on AWS Lambda and API Gateway using CDK, support…
53449
iprashantraj
Discord MCP server with 46 tools for channels, messages, forums, webhooks, memb…
N/A N/A
53450
ReadyAPIs-com
Ready APIs Claim
135 MCP tools: geo, email, phone, company, DNS, FX, equities, weather, tax, eco…
Showing 53401–53450 of 53551 servers