MCP Server Quality Scores

Independent quality analysis of 62421 public MCP servers

62421
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33201
indiekitai
pg-dash Claim
AI-native PostgreSQL health checker with 26 MCP tools for query analysis, bloat…
33202
cyanheads
Screen names against OFAC, EU, UK, UN sanctions lists; resolve entities via GLE…
33203
LLM-MCP-Servers
A powerful MCP server for querying and processing large Swagger/OpenAPI JSON do…
N/A N/A
33204
alglb123
Wraps Quartus II 9.1 command-line tools into MCP tools, enabling AI agents to c…
N/A N/A
33205
AKSHAYBITLINGU
Tracks and manages personal expenses with tools to add, view, filter by categor…
N/A N/A
33206
thangho98
Enables managing Cloudflare domains, DNS records, SSL certificates, zone operat…
33207
schwarztim
Enables AI agents to file taxes through FreeTaxUSA by automating a browser, all…
N/A N/A
33208
lubosstrejcek
victron-tcp Claim
Connect AI assistants to Victron Energy systems to read real-time solar, batter…
N/A N/A
33209
hey2308
Enables appending structured content to Google Docs and creating Gmail drafts w…
N/A N/A
33210
eemredemirci
Enables management of GitHub issues, milestones, projects, and labels for a sin…
N/A N/A
33211 N/A N/A 95
33212
markswendsen-code
MCP server connector for YouTube — search videos, manage playlists, subscriptio…
N/A N/A
33213
tylergibbs1
Provides AI agents access to Medicare coverage policies, prior authorization re…
81
33214
mohamadalhusseinie
OpenMemBrain Claim
OpenMemBrain is the intelligent membrane for AI coding memory. It autonomously …
N/A N/A
33215
sean-m-sweeney
An automated security audit tool for Google Workspace environments that assesse…
N/A N/A
33216
answerrocket
Connects AI assistants to AnswerRocket's Max AI platform, enabling access to Ma…
33217
ValueArchitectsAI
sop-mcp Claim
Enables AI agents to execute multi-step Standard Operating Procedures step by s…
N/A N/A
33218
tuanknguyen
Enables interacting with Amazon Redshift databases through SQL queries, schema …
33219
cloudowski
A Model Context Protocol (MCP) server for querying OCI container registries. Pr…
33220
TheMossConcept
Enables sending emails and creating drafts through the Gmail API with OAuth 2.0…
N/A N/A
33221
Shubhaankar-Sharma
This Model Context Protocol (MCP) server connects to Garmin Connect and exposes…
33222
pete-builds
mcp-umphreys Claim
Enables querying Umphrey's McGee setlist data including shows, songs, jam chart…
33223
IcHiGo-KuRoSaKiI
Chomper Claim
Chomps through any document, parsing 36+ file formats for AI systems like Claud…
N/A N/A
33224
saikrmet
An MCP server that gives AI assistants direct access to NASA's Exoplanet Archiv…
33225
bill-gtl-group
Enables accessing and managing files from configured folders with filtering and…
N/A N/A
33226
dcSpark
Enables Claude to access DeFi data via DefiLlama API, including protocol TVL, c…
33227
mundizzle
mundigital Claim
Exposes a public, read-only professional profile with tools to search resume ev…
33228
caikiji
mcp-ssh Claim
MCP server for SSH remote execution, file transfer, and file editing with autom…
33229
SMOrchestra-ai
contabo-mcp Claim
Enables full operational control over Contabo VPS/VDS infrastructure through na…
33230
evgenyigumnov
Enables extracting visible text and links from webpages for content analysis.
N/A N/A
33231
syokiel
Enables AI agents to query Microsoft Copilot Studio telemetry and governance da…
33232
timwal78
x402-gated web scraping MCP server. Pay 0.01 USDC per page on Base. Returns cle…
33233
CronusL-1141
AI Team OS Claim
Turns Claude Code into a self-driving AI company with autonomous CEO, agent tea…
N/A N/A
33234
jcmach01
Enables Claude to generate AI videos using ViewMax Studio's video generation to…
33235
HoukasaurusRex
MCP server that equips AI agents with dev workflow tools including GitHub proje…
N/A N/A
33236
AIKONG2024
Collect YouTube trending videos without web scraping via yt-dlp MCP server. No …
N/A N/A
33237
abhijeetmohanan
An MCP server for the Groww trading platform. This enables LLM applications to …
33238
guhcostan
Enables AI assistants to interact with Jira instances via the Model Context Pro…
N/A N/A
33239
caleb-love
foxhound Claim 1
MCP server for querying Foxhound traces from Claude Code, Cursor, and other MCP…
N/A N/A 83
33240
plasmate-labs
Plasmate Claim
Agent-native headless browser for AI agents. Converts web pages to a Semantic O…
N/A N/A
33241
bgaze
Pipe one-click browser-tab screenshots into any MCP client, 100% local — a comp…
N/A N/A
33242
scottyphillips
Provides accurate system time to LLM applications with multi-timezone support v…
N/A N/A
33243
KTCrisis
arch7 Claim
Generates Excalidraw architecture diagrams with support for 60+ components incl…
N/A N/A
33244
git-acet
SMS en Masse Claim
Envoyez des SMS et gérez vos campagnes directement depuis vos agents IA.
33245
paresh-p-crest
Lexiguard HR Claim
Enables Cursor AI to query a local MySQL HR database in natural language using …
N/A N/A
33246
wondermuttt
Enables AI assistants to interact with Ed Discussions (EdStem) course discussio…
N/A N/A
33247
Glebenjoy
DefiLlama DeFi data: chain/protocol TVL, yields, stablecoins, token prices. No …
N/A N/A
33248
rios0rios0
Enables creation, editing, listing, and management of Home Assistant automation…
81
33249
travissavard
docs-mcp Claim
N/A N/A 95
33250
pedrogrigs
Run the open-source n8n-mcp locally and connect your n8n instance to MCP-compat…
N/A N/A
Showing 33201–33250 of 62421 servers
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