MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65301
PierrunoYT
Enables high-quality AI image generation with superior text rendering using the…
— ○ ⏳ — — — — 81 —
65302
shrishailrana-maker
Enables secure SVN version control operations via MCP, including status, diff, …
— ○ ⏳ — N/A N/A — — —
65303
vmoranv
JsHookMcp Claim
The js hook toolkit that all you need
— ○ ⏳ — N/A N/A — — —
65304
orime
A community-maintained fix for the MCP Feedback Enhanced server, resolving imag…
— ○ ⏳ — N/A N/A — — —
65305
Koragan
Enables remote-controlled shell/GUI access to your machine from Claude via MCP,…
— ○ ⏳ — N/A N/A — — —
65306
Yarmoluk
NVIDIA AI stack as a typed knowledge graph. 20 domains, 998 nodes, no API key.
— ○ ⏳ — N/A N/A — — —
65307
hholen
Headless web analytics for AI agents. 42 MCP tools for traffic, events, funnels.
— ○ ⏳ — N/A N/A — — —
65308
PaulVineethP
Enables AI assistants to interact with Azure DevOps APIs for managing projects,…
— ○ ⏳ — — — — — —
65309
Sarah-Salah
An MCP server that lets AI assistants safely inspect and operate on Kubernetes …
— ○ ⏳ — — — — — —
65310
EezyMAcc
Tattoo Feed Claim
An MCP server that lets an LLM client browse and curate posts from a hand-picke…
— ○ ⏳ — N/A N/A — — —
65311
SMABoundless
Gives Claude full read/write access to your Zotero reference library, enabling …
— ○ ⏳ — — — — — —
65312
wasintoh
Operate your LINE Official Account from any AI agent through natural language.
— ○ ⏳ — — — — — —
65313
Moresl
cchub Claim
CCHub - Claude Code 生态管理平台 | Claude Code Ecosystem Management Platform (MCP, Sk…
— ○ ⏳ — N/A N/A — 95 —
65314
ChristianHohlfeld
Enables automation and external tool interaction with a digital business proces…
— ○ ⏳ — N/A N/A — — —
65315
MCP-Mirror
Enables AI agents to interact with the Brex financial platform, allowing access…
— ○ ⏳ — — — — 81 —
65316
hareramray
simple-mcp Claim
A minimal MCP server providing basic tools for arithmetic, text echoing, and ti…
— ○ ⏳ — — — — — —
65317
HughKantsime
Enables AI agents to operate a 3D print farm via O.D.I.N. backend, including jo…
— ○ ⏳ — N/A N/A — — —
65318
cryptoken
Enables AI assistants to access Google Trends data for comparing keywords, disc…
— ○ ⏳ — N/A N/A — — —
65319
berthojoris
Provides persistent memory management with SQLite, enabling storage and retriev…
— ○ ⏳ — N/A N/A — — —
65320
lightning-faucet
Give your AI agent a Bitcoin wallet. Send and receive Lightning payments, check…
— ○ ⏳ — N/A N/A — 95 —
65321
dkeeno
An MCP server for generating Kubernetes manifests (deployments, services, confi…
— ○ ⏳ — N/A N/A — — —
65322
aathishwar-13
Windows-focused MCP server for terminal automation with persistent PowerShell s…
— ○ ⏳ — N/A N/A — — —
65323
ozers
Webhook & callback layer for AI agents: create a callback URL, then `wait_for_c…
— ○ ⏳ — — — — — —
65324
urbantz-logistics
Provides access to Nuclino content through structured search and retrieval tool…
— ○ ⏳ — — — — — —
65325
baris-varis
A production-quality MCP server that wraps the ClinicalTrials.gov v2 API, provi…
— ○ ⏳ — — — — — —
65326
pisigmac
wikicapsule Claim
Turns a git-backed markdown directory into an MCP-compatible knowledge server, …
— ○ ⏳ — N/A N/A — — —
65327
Rixmerz
proxy-mcp Claim
Universal MCP proxy server that discovers, searches, and executes tools across …
— ○ ⏳ — N/A N/A — — —
65328
juanQNav
Exposes Google NotebookLM notebooks as tools for AI assistants, enabling listin…
— ○ ⏳ — N/A N/A — — —
65329
ahmetakyurt
zipmem-mcp Claim
local-first long-term memory for MCP agents (no DB, no API keys)
— ○ ⏳ — N/A N/A — — —
65330
isakskogstad
Enables searching and retrieving detailed information about Swedish companies, …
— ○ ⏳ — — — — 81 —
65331
ExoCubeYT
Enables AI assistants to manage WhatsApp sessions, send multi-format messages, …
— ○ ⏳ — — — — — —
65332
Traves-Theberge
Enables bidirectional lookup of Mi'kmaq and English words with definitions and …
— ○ ⏳ — — — — — —
65333
giuliocapecchi
sound-mcp Claim
A server that enables agents to play notification sounds and desktop toasts, us…
— ○ ⏳ — N/A N/A — — —
65334
tinydarkforge
Engram Claim
Engram is an epistemic engine that provides persistent, confidence-ranked memor…
— ○ ⏳ — N/A N/A — — —
65335
samsolomon
Provides AI coding agents real-time browser access to console logs, network req…
— ○ ⏳ — N/A N/A — — —
65336
fritzprix
An immersive Role-Playing Game server built on the Model Context Protocol for i…
— ○ ⏳ — N/A N/A — — —
65337
awrshift
Provides real-time temporal drift to SOUL.md agent identities, enabling agents …
— ○ ⏳ — N/A N/A — — —
65338
ashwanijha04
Give long term memory to your agents without building the RAG pipelines.
— ○ ⏳ — — — — — —
65339
lama-assaf
A design-intelligent MCP server for Figma with 201 tools and built-in design ru…
— ○ ⏳ — N/A N/A — — —
65340
ervikasti
BugForge Claim
AI-powered QA defect reporting MCP server that generates Jira-ready defect repo…
— ○ ⏳ — N/A N/A — — —
65341
NeoNexAI
Integrates Presto construction budgeting software with Claude Code, enabling an…
— ○ ⏳ — — — — — —
65342
WesleySalzer
GameCodex Claim
A game development MCP server with 950+ curated docs across 29 engines and 5 po…
— ○ ⏳ — N/A N/A — — —
65343
AaLexUser
mcp-wait Claim
Provides a wait tool for AI agents to pause execution until a time duration ela…
— ○ ⏳ — N/A N/A — — —
65344
samcct-bit
padlet-mcp Claim
An MCP server that lets AI agents directly manage Padlet boards, including crea…
— ○ ⏳ — — — — — —
65345
cubetribe
Manages YouTube channels via Claude Desktop, enabling AI-powered metadata optim…
— ○ ⏳ — N/A N/A — — —
65346
henry0hai
agent-eyes Claim
MCP server that wraps Playwright to give AI agents eyes on the web, enabling br…
— ○ ⏳ — N/A N/A — — —
65347
clauxel
OAuth scope approvals and consent receipts for remote MCP servers.
— ○ ⏳ — — — — — —
65348
huanghuoguoguo
Access AMiner's free academic data APIs to search researchers, papers, and pate…
— ○ ⏳ — — — — — —
65349
benagricola
Provides read-only access to Odoo databases via OdooRPC, allowing AI assistants…
— ○ ⏳ — — — — — —
65350
RookiAi
Provides a tool for searching through YCombinator tweets using natural language…
— ○ ⏳ — — — — — —
Showing 65301–65350 of 69007 servers