MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 25251 |
DealHub MCP server for admins. Manage versions and users with 7 tools via Claud…
|
— | ||||||||
| 25252 |
Giphy MCP Server
Claim
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
— | ||||||||
| 25253 |
ToolPipe MCP Server
Claim
120+ developer utility tools for AI agents via Model Context Protocol
|
— | ||||||||
| 25254 |
MCP server for Endless, an all-in-one platform to collaborate, transform, and c…
|
— | ||||||||
| 25255 |
Manage LemonLDAP::NG SSO instances: configuration, sessions, OIDC, SAML, 2FA.
|
— | ||||||||
| 25256 |
Deliberation primitive for multi-agent systems. Crux detection, vote clustering…
|
— | ||||||||
| 25257 |
AtlasMemory
Claim
Turn any codebase into an AI-readable neural map — with proof. Every claim link…
|
— | ||||||||
| 25258 |
Official NYC property, building, and venue intelligence for AI agents. Use when…
|
— | ||||||||
| 25259 |
Vec Memory MCP Server
Claim
Provides graph-based semantic memory storage and retrieval using vector embeddi…
|
— | ||||||||
| 25260 |
whmcs-mcp-server
Claim
MCP server for WHMCS — 73 tools, 10 resources, 8 prompts, simulate mode, rate l…
|
— | ||||||||
| 25261 |
clockify_mcp
Claim
|
— | ||||||||
| 25262 | — | |||||||||
| 25263 |
proof-of-commitment
Claim
Behavioral trust scoring: domains, GitHub repos, npm, PyPI packages.
|
— | ||||||||
| 25264 |
Plith
Claim
The base layer for AI agents. Five APIs: task deduplication, cost prediction, o…
|
— | ||||||||
| 25265 |
japan-seasons
Claim
Cherry blossoms, autumn foliage & festivals — one API for AI agents and develop…
|
— | ||||||||
| 25266 |
Agent Droid Bridge
Claim
MCP server giving AI agents eyes and hands inside Android devices via ADB
|
— | ||||||||
| 25267 |
oilpriceapi
Claim
Real-time oil, gas, and commodity prices for Brent, WTI, natural gas, and 40+ c…
|
— | ||||||||
| 25268 |
may-day
Claim
|
— | ||||||||
| 25269 |
auto-terminal
Claim
# Auto Terminal
<img src="app_icon.png" width="128" />
[, separate audio stems, …
|
— | ||||||||
| 25279 |
test
Claim
|
— | ||||||||
| 25280 |
companyscope-mcp
Claim
Company intelligence MCP server. 11 tools aggregating 12 free data sources (Wik…
|
— | ||||||||
| 25281 |
AgentMail
Claim
Create inboxes and send emails. Manage threads, labels, and replies to keep con…
|
— | ||||||||
| 25282 |
magic-mcp
Claim
|
— | ||||||||
| 25283 |
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
|
— | ||||||||
| 25284 |
MCP ALL TOOLS GHL
Claim
A comprehensive Model Context Protocol (MCP) server that provides programmatic …
|
— | ||||||||
| 25285 |
Spendlog
Claim
MCP server for expense tracking, invoices, budgets, and financial insights dire…
|
— | ||||||||
| 25286 |
Toolora MCP Server
Claim
12 free tools: PDF, OCR, QR codes, audio transcription, URL scraping, Excel, Wo…
|
— | ||||||||
| 25287 |
gethumandesign
Claim
Explore your Human Design with AI. Calculate your chart and ask AI how you're d…
|
— | ||||||||
| 25288 |
sex
Claim
|
— | ||||||||
| 25289 |
Agentic News
Claim
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — cr…
|
— | ||||||||
| 25290 |
RetentionCheck
Claim
Pull churn from Stripe, Postgres, MySQL, or pasted feedback. AI-ranked drivers …
|
— | ||||||||
| 25291 |
ClickUp MCP Server
Claim
Audit ClickUp workspaces: spaces, folders, lists, custom fields, tasks, and vie…
|
— | ||||||||
| 25292 |
Shipshots
Claim
Create App Store and Play Store screenshots with AI via MCP
|
— | ||||||||
| 25293 |
letsclarify-mcp
Claim
Human-in-the-Loop API: AI agents create forms, share URLs with humans, get JSON…
|
— | ||||||||
| 25294 |
Access 2,300+ verified public datasets from World Bank, IMF, Eurostat, OECD, WH…
|
— | ||||||||
| 25295 |
smithery-weather
Claim
|
— | ||||||||
| 25296 |
jivosite-mcp
Claim
MCP server for JivoSite API — chats, agents, visitors. 3 tools.
|
— | ||||||||
| 25297 |
brickpulse-mcp
Claim
Query LEGO set details, retirement dates, deals, and price history from BrickPu…
|
— | ||||||||
| 25298 |
egnyte-mcp-server
Claim
Official Egnyte MCP Server for AI integration with document search, analysis, a…
|
— | ||||||||
| 25299 |
quantoracle
Claim
63 deterministic quant computation tools for AI agents. Black-Scholes, Greeks, …
|
— | ||||||||
| 25300 |
Kite Trading MCP Server
Claim
Indian stock market trading via Zerodha Kite Connect. 78 tools for orders, port…
|
— | ||||||||