MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
25251
dealhub-admin Claim 1
DealHub MCP server for admins. Manage versions and users with 7 tools via Claud…
N/A N/A 81
25252
Boris-Song
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
N/A N/A 95
25253
120+ developer utility tools for AI agents via Model Context Protocol
25254
makingendless
Endless Claim 1
MCP server for Endless, an all-in-one platform to collaborate, transform, and c…
N/A N/A 95
25255
Manage LemonLDAP::NG SSO instances: configuration, sessions, OIDC, SAML, 2FA.
N/A N/A 81
25256
justinstimatze
Deliberation primitive for multi-agent systems. Crux detection, vote clustering…
25257
Bpolat0
AtlasMemory Claim
Turn any codebase into an AI-readable neural map — with proof. Every claim link…
N/A N/A
25258
Official NYC property, building, and venue intelligence for AI agents. Use when…
25259
dlasky
Provides graph-based semantic memory storage and retrieval using vector embeddi…
81
25260
MCP server for WHMCS — 73 tools, 10 resources, 8 prompts, simulate mode, rate l…
N/A N/A
25261
vinicius
clockify_mcp Claim
N/A N/A 95
25262 N/A N/A 95
25263
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
ko-syun
Cherry blossoms, autumn foliage & festivals — one API for AI agents and develop…
25266
Neverlow512
MCP server giving AI agents eyes and hands inside Android devices via ADB
N/A N/A
25267
OilpriceAPI
oilpriceapi Claim
Real-time oil, gas, and commodity prices for Brent, WTI, natural gas, and 40+ c…
N/A N/A 83
25268
Martin-Njeri-Clinica-Elgeadi
may-day Claim
N/A N/A 95
25269
hs03
# Auto Terminal <img src="app_icon.png" width="128" /> [![Buy Me A Coffee](ht…
N/A N/A 95
25270
ideogram-mcp Claim
Ideogram V3 API — generate, edit, remix, reframe, replace background, upscale i…
N/A N/A
25271
rajavel6698
rajavel-6698 Claim
N/A N/A 95
25272
NARAVINDR321
Enables LLMs to retrieve, analyze, and visualize stock prices and financial rep…
81
25273
Danube Claim
The App Store for Agent Tools
25274
FRC documentation MCP server for WPILib, REV, CTRE, Redux, and PhotonVision.
N/A N/A 81
25275
Search O'Reilly for tech books, courses, events, and more. Requires subscriptio…
25276
# MED Vehicle Intelligence **Expert car repair and maintenance advisory tool…
25277
MCP server for Yandex Tracker API.
N/A N/A 81
25278
pixxelboy
Enables LLMs to analyze music (genre, mood, tempo, key), separate audio stems, …
81
25279
ROHWOOCHUL
test Claim
N/A N/A 95
25280
Company intelligence MCP server. 11 tools aggregating 12 free data sources (Wik…
25281
kamath
AgentMail Claim
Create inboxes and send emails. Manage threads, labels, and replies to keep con…
N/A N/A 95
25282
jessicayanwang
magic-mcp Claim
N/A N/A 95
25283
willhamlam
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
81
25284
cpretzinger
A comprehensive Model Context Protocol (MCP) server that provides programmatic …
N/A N/A 95
25285
makz81
Spendlog Claim
MCP server for expense tracking, invoices, budgets, and financial insights dire…
N/A N/A
25286
12 free tools: PDF, OCR, QR codes, audio transcription, URL scraping, Excel, Wo…
25287
Explore your Human Design with AI. Calculate your chart and ask AI how you're d…
25288
centkim177-debug
sex Claim
N/A N/A 95
25289
Agentic News Claim
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — cr…
N/A N/A
25290
Pull churn from Stripe, Postgres, MySQL, or pasted feedback. AI-ranked drivers …
N/A N/A
25291
retailbox-automation
Audit ClickUp workspaces: spaces, folders, lists, custom fields, tasks, and vie…
N/A N/A 95
25292
gurkang
Shipshots Claim
Create App Store and Play Store screenshots with AI via MCP
N/A N/A
25293
heisee
Human-in-the-Loop API: AI agents create forms, share URLs with humans, get JSON…
N/A N/A 83
25294
Access 2,300+ verified public datasets from World Bank, IMF, Eurostat, OECD, WH…
25295 N/A N/A 95
25296
theYahia
jivosite-mcp Claim
MCP server for JivoSite API — chats, agents, visitors. 3 tools.
N/A N/A
25297
bobross2020
Query LEGO set details, retirement dates, deals, and price history from BrickPu…
25298
egnyte
Official Egnyte MCP Server for AI integration with document search, analysis, a…
N/A N/A 95
25299
quantoracle Claim
63 deterministic quant computation tools for AI agents. Black-Scholes, Greeks, …
25300
Indian stock market trading via Zerodha Kite Connect. 78 tools for orders, port…
Showing 25251–25300 of 30006 servers
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