MCP Server Quality Scores

Independent quality analysis of 62421 public MCP servers

62421
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33251
schwarztim
Enables AI agents to file taxes through FreeTaxUSA by automating a browser, all…
N/A N/A
33252
lubosstrejcek
victron-tcp Claim
Connect AI assistants to Victron Energy systems to read real-time solar, batter…
N/A N/A
33253
hey2308
Enables appending structured content to Google Docs and creating Gmail drafts w…
N/A N/A
33254
eemredemirci
Enables management of GitHub issues, milestones, projects, and labels for a sin…
N/A N/A
33255 N/A N/A 95
33256
markswendsen-code
MCP server connector for YouTube — search videos, manage playlists, subscriptio…
N/A N/A
33257
tylergibbs1
Provides AI agents access to Medicare coverage policies, prior authorization re…
81
33258
mohamadalhusseinie
OpenMemBrain Claim
OpenMemBrain is the intelligent membrane for AI coding memory. It autonomously …
N/A N/A
33259
sean-m-sweeney
An automated security audit tool for Google Workspace environments that assesse…
N/A N/A
33260
answerrocket
Connects AI assistants to AnswerRocket's Max AI platform, enabling access to Ma…
33261
ValueArchitectsAI
sop-mcp Claim
Enables AI agents to execute multi-step Standard Operating Procedures step by s…
N/A N/A
33262
tuanknguyen
Enables interacting with Amazon Redshift databases through SQL queries, schema …
33263
cloudowski
A Model Context Protocol (MCP) server for querying OCI container registries. Pr…
33264
TheMossConcept
Enables sending emails and creating drafts through the Gmail API with OAuth 2.0…
N/A N/A
33265
Shubhaankar-Sharma
This Model Context Protocol (MCP) server connects to Garmin Connect and exposes…
33266
pete-builds
mcp-umphreys Claim
Enables querying Umphrey's McGee setlist data including shows, songs, jam chart…
33267
IcHiGo-KuRoSaKiI
Chomper Claim
Chomps through any document, parsing 36+ file formats for AI systems like Claud…
N/A N/A
33268
saikrmet
An MCP server that gives AI assistants direct access to NASA's Exoplanet Archiv…
33269
bill-gtl-group
Enables accessing and managing files from configured folders with filtering and…
N/A N/A
33270
dcSpark
Enables Claude to access DeFi data via DefiLlama API, including protocol TVL, c…
33271
mundizzle
mundigital Claim
Exposes a public, read-only professional profile with tools to search resume ev…
33272
caikiji
mcp-ssh Claim
MCP server for SSH remote execution, file transfer, and file editing with autom…
33273
SMOrchestra-ai
contabo-mcp Claim
Enables full operational control over Contabo VPS/VDS infrastructure through na…
33274
evgenyigumnov
Enables extracting visible text and links from webpages for content analysis.
N/A N/A
33275
syokiel
Enables AI agents to query Microsoft Copilot Studio telemetry and governance da…
33276
timwal78
x402-gated web scraping MCP server. Pay 0.01 USDC per page on Base. Returns cle…
33277
CronusL-1141
AI Team OS Claim
Turns Claude Code into a self-driving AI company with autonomous CEO, agent tea…
N/A N/A
33278
jcmach01
Enables Claude to generate AI videos using ViewMax Studio's video generation to…
33279
HoukasaurusRex
MCP server that equips AI agents with dev workflow tools including GitHub proje…
N/A N/A
33280
AIKONG2024
Collect YouTube trending videos without web scraping via yt-dlp MCP server. No …
N/A N/A
33281
abhijeetmohanan
An MCP server for the Groww trading platform. This enables LLM applications to …
33282
guhcostan
Enables AI assistants to interact with Jira instances via the Model Context Pro…
N/A N/A
33283
caleb-love
foxhound Claim 1
MCP server for querying Foxhound traces from Claude Code, Cursor, and other MCP…
N/A N/A 83
33284
plasmate-labs
Plasmate Claim
Agent-native headless browser for AI agents. Converts web pages to a Semantic O…
N/A N/A
33285
bgaze
Pipe one-click browser-tab screenshots into any MCP client, 100% local — a comp…
N/A N/A
33286
scottyphillips
Provides accurate system time to LLM applications with multi-timezone support v…
N/A N/A
33287
KTCrisis
arch7 Claim
Generates Excalidraw architecture diagrams with support for 60+ components incl…
N/A N/A
33288
git-acet
SMS en Masse Claim
Envoyez des SMS et gérez vos campagnes directement depuis vos agents IA.
33289
paresh-p-crest
Lexiguard HR Claim
Enables Cursor AI to query a local MySQL HR database in natural language using …
N/A N/A
33290
wondermuttt
Enables AI assistants to interact with Ed Discussions (EdStem) course discussio…
N/A N/A
33291
Glebenjoy
DefiLlama DeFi data: chain/protocol TVL, yields, stablecoins, token prices. No …
N/A N/A
33292
rios0rios0
Enables creation, editing, listing, and management of Home Assistant automation…
81
33293
travissavard
docs-mcp Claim
N/A N/A 95
33294
pedrogrigs
Run the open-source n8n-mcp locally and connect your n8n instance to MCP-compat…
N/A N/A
33295
erikrubstein
An unofficial MCP server for PlexTrac that exposes 335 tools for managing clien…
33296
adambrand
Enables secure file transfer operations with remote Linux and Windows systems v…
81
33297
AgentShield Claim 1
Smart contract security for AI agents — verify, monitor, freeze, x402 payments
N/A N/A 81
33298
axel-belfort
DEX liquidity depth analysis API for AI agents. Analyze Uniswap V3 pool liquidi…
N/A N/A 95
33299
vmanoilov
think Claim
N/A N/A 95
33300 N/A N/A 95
Showing 33251–33300 of 62421 servers
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