MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43451
eviscerations
Windows-native local audio and video transcription using whisper.cpp with Vulka…
N/A N/A
43452
Aditya69505
A Strapi v5 backend that exposes MCP endpoints for Google Search Console and Me…
43453
machinemates-ai
MCP server for AI-powered research using Gemini. Provides fast grounded web sea…
43454
CommonNinja
Create, update, and manage live Common Ninja website widgets in natural languag…
43455
cameronsjo
Obsidi MCP Claim
Exposes Obsidian vault tools via Model Context Protocol (MCP) server over stdio…
N/A N/A
43456
kanoliban
Enables AI agents to discover and recommend other agents through a searchable d…
43457
ebarros23
Provides access to comprehensive U.S. and international energy data from the EI…
81
43458
bergeramit
Add two numbers instantly and generate friendly greetings on demand. Speed up q…
N/A N/A 95
43459
Dante7771
Filters verbose terminal output from commands like npm install, pip install, do…
N/A N/A
43460
demitri
Trillian MCP Claim
Enables natural language queries of astronomical data across multiple archives …
81
43461
mosif16
An MCP server implementing the TRUE Recursive Language Model technique for mana…
N/A N/A
43462
atmospore
Per-species pollen forecasts at any point on Earth, seven days ahead, via the A…
43463
seb7152
MCP server that provides tools and resources for AI models to interact with an …
43464
outerheaven199X
bags-sdk-mcp Claim
Provides 46 MCP tools to interact with the Bags.fm platform, allowing AI agents…
N/A N/A
43465
maxoperf
maxoperf Claim
Load & browser performance testing — drive MaxoPerf from your AI agent with you…
43466
khuongtt
Parses Java and Xtend source code into a graph database and provides MCP tools …
N/A N/A
43467
benyue1978
An MCP server that exposes Sublime Text's unsaved buffers as tools via local HT…
N/A N/A
43468
mhue26
Enables reading Figma files via REST API and writing to the Figma canvas via a …
43469
ageorgiev-bg
MCP-demo Claim
MCP server that demonstrates PostgreSQL database interaction, providing a tool …
N/A N/A
43470
1withall
domin8 Claim
A deterministic MCP server that enforces auditable workflows by requiring AI ag…
N/A N/A 95
43471
veup-engineering
MCP Iconik Claim
MCP server providing tools for the Iconik media asset management API. Supports …
43472
cloudflare
AI Search (AutoRAG) management. List and search documents across your AI Search…
81
43473
arrogant-R
Enables AI assistants to search and access academic papers from Google Scholar …
N/A N/A
43474
kamath
Provide a scaffold for building MCP servers with integrated AI and environment …
N/A N/A 95
43475
mayrsascha
mcp Claim
Crypto market intelligence: prices, funding rates, narratives, regime, and delt…
43476
CSOAI-ORG
MEOK AI Labs - ai-reflection MCP server extracted from SOV3
N/A N/A
43477
truongdva2
cds-kb-mcp Claim
A dataless MCP server that searches the SAP CDS knowledge base, allowing users …
N/A N/A
43478
Amit-confer
Enables interaction with Gmail through the Gmail API, allowing users to list, r…
81
43479
puchkoff
cmux-mcp Claim
MCP server wrapping the cmux CLI to let agents control terminal panes, workspac…
N/A N/A
43480
vaibhavpandeyvpz
tgfmcp Claim
MCP server that enables Telegram bot interaction via Telegraf, providing tools …
N/A N/A
43481
SecurityRonin
Multilingual name romanization lookup across Chinese, Japanese, Korean, Arabic,…
43482
scavio-ai
scavio-mcp Claim
Unified real-time search API for AI agents. Google, YouTube, Amazon, Walmart, R…
43483
kopiloto
Enables interacting with GitLab repositories, merge requests, and code through …
43484
nhayes263
skool-mcp Claim
MCP server for Skool.com communities. Enables listing/approving members, postin…
43485
signal8ai
Signal8 Claim
SEC filings, dilution, insider & institutional ownership, and political-trade d…
43486
StarHawkMK1
weather Claim
MCP weather server for Windows tutorial
N/A N/A 95
43487
BrunoPessoa22
67+ tools for fan token intelligence: whale flows, signal scores, sports calend…
81
43488
bit-oasis
Enables AI assistants to interact with the BitOasis cryptocurrency exchange, in…
43489
luistorres789321
MCP server for querying the authenticated internal CAEZ Urekin web. Supports se…
43490
aybeeare
Real-time water temperature and tides for 8,000+ locations via NOAA, USGS, and …
N/A N/A
43491
VigneshR1812
An MCP server that enables Amazon Q CLI users to create, query, and manage Mave…
N/A N/A 95
43492
brainfuel
MCP Browser Claim
Native macOS browser exposing an MCP server so AI agents can drive a real WKWeb…
N/A N/A
43493
cggazca
A well-documented MCP server that exposes a local SQLite catalog of public-doma…
N/A N/A
43494
IsaiahDupree
MCP connector that lets ChatGPT list, search, and run your Apple Shortcuts via …
43495
axel-belfort
DEX swap quote API for AI agents. Best swap quotes across Uniswap V2/V3, SushiS…
81
43496
purplegrain
Purple Grain Claim
Search and book agricultural contracting services on the Purple Grain marketpla…
43497
SolutionAVAutomation
Enables natural language control of Crestron 4-Series AV systems via MCP tools,…
43498
siddheshutd
X MCP Server Claim
MCP server for interacting with the X platform (Twitter) via MCP clients like C…
N/A N/A
43499
99blakeD99
MCP server for FCA Handbook compliance analysis with verbatim citations.
N/A N/A
43500
R-Mabasha
Transforms your IDE into an autonomous multi-agent coding assistant that orches…
N/A N/A
Showing 43451–43500 of 67197 servers
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