MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
25251
FRC documentation MCP server for WPILib, REV, CTRE, Redux, and PhotonVision.
N/A N/A 81
25252
Search O'Reilly for tech books, courses, events, and more. Requires subscriptio…
25253
# MED Vehicle Intelligence **Expert car repair and maintenance advisory tool…
25254
MCP server for Yandex Tracker API.
N/A N/A 81
25255
pixxelboy
Enables LLMs to analyze music (genre, mood, tempo, key), separate audio stems, …
81
25256
ROHWOOCHUL
test Claim
N/A N/A 95
25257
Company intelligence MCP server. 11 tools aggregating 12 free data sources (Wik…
25258
kamath
AgentMail Claim
Create inboxes and send emails. Manage threads, labels, and replies to keep con…
N/A N/A 95
25259
jessicayanwang
magic-mcp Claim
N/A N/A 95
25260
willhamlam
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
81
25261
cpretzinger
A comprehensive Model Context Protocol (MCP) server that provides programmatic …
N/A N/A 95
25262
makz81
Spendlog Claim
MCP server for expense tracking, invoices, budgets, and financial insights dire…
N/A N/A
25263
12 free tools: PDF, OCR, QR codes, audio transcription, URL scraping, Excel, Wo…
25264
Explore your Human Design with AI. Calculate your chart and ask AI how you're d…
25265
centkim177-debug
sex Claim
N/A N/A 95
25266
Agentic News Claim
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — cr…
N/A N/A
25267
Pull churn from Stripe, Postgres, MySQL, or pasted feedback. AI-ranked drivers …
N/A N/A
25268
retailbox-automation
Audit ClickUp workspaces: spaces, folders, lists, custom fields, tasks, and vie…
N/A N/A 95
25269
gurkang
Shipshots Claim
Create App Store and Play Store screenshots with AI via MCP
N/A N/A
25270
heisee
Human-in-the-Loop API: AI agents create forms, share URLs with humans, get JSON…
N/A N/A 83
25271
Access 2,300+ verified public datasets from World Bank, IMF, Eurostat, OECD, WH…
25272 N/A N/A 95
25273
theYahia
jivosite-mcp Claim
MCP server for JivoSite API — chats, agents, visitors. 3 tools.
N/A N/A
25274
bobross2020
Query LEGO set details, retirement dates, deals, and price history from BrickPu…
25275
egnyte
Official Egnyte MCP Server for AI integration with document search, analysis, a…
N/A N/A 95
25276
quantoracle Claim
63 deterministic quant computation tools for AI agents. Black-Scholes, Greeks, …
25277
Indian stock market trading via Zerodha Kite Connect. 78 tools for orders, port…
25278
kaleckh
AuthProof Claim
Signed, non-replayable API auth. Agents self-register and sign requests with ER…
N/A N/A
25279
context-engineering
sutra Claim
N/A N/A 95
25280
17 freight tools: calculators, ADR, HS codes, airlines, ULDs, vehicles, duty & …
25281
robot-resources
Token compression for web content — 70-80% reduction from HTML to clean markdown
N/A N/A 95
25282
Real-time LTL carrier fuel surcharge rates for freight and logistics AI workflo…
25283
pelletfi
Pellet Claim
Token intelligence on Base. Market data, safety flags, and analysis via x402.
N/A N/A
25284 N/A N/A 95
25285
tboard2008
tutorial Claim
N/A N/A 95
25286
cryptorugmunch
# Rug Munch Intelligence — MCP Server [![MCP](https://img.shields.io/badge/MCP…
N/A N/A 95
25287
McSlaine
AI agent access to website analytics, session replay, and anomaly detection.
N/A N/A
25288
yyyhy
nash-arena Claim
A Chess and Card Game Arena For LLM, Agents can battle in game by mcp
25289
fixme-agent Claim
Real-time AI code quality — 30 validators, 17 languages, 813+ checks
N/A N/A
25290
guidobosch87
decodo-coppi Claim
N/A N/A 95
25291
r6654kumar
Restaurant2 Claim
Browse the menu, place food orders, and track order status. Explore current off…
N/A N/A 95
25292
zral
Enables intelligent travel planning by combining weather forecasts and route ca…
81
25293
Secure-ISS
Enables natural language management of servers, deployments, and build pipeline…
81
25294
RamyaChinnadurai
Tweetsmash Claim
Manage and organize your Twitter bookmarks efficiently through AI assistants. L…
95
25295
democratize-technology
An MCP server that implements iterative refinement of responses through self-cr…
81
25296
akshat-ilen
vyazen Claim
N/A N/A 95
25297
ACM-68000 DPU resolver. First CPG product eligibility checker on MCP.
25298
bottobot
Defense MCP Claim
This is a Linux OS hardening tool. Take a fresh install and immediately harden …
25299
xiaobenyang-com
oecd-search Claim
Discover OECD datasets and indicators, and browse categories across economy, he…
N/A N/A 95
25300
mosta-net Claim
1 MCP server, 13 databases, zero config. Multi-protocol transport with Auth + R…
N/A N/A
Showing 25251–25300 of 30006 servers
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