MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46401
kaannsaydamm
Provides a single MCP endpoint for AI clients to operate NetSuite via a dedicat…
N/A N/A
46402
veithly
A comprehensive MCP service for cryptocurrency data acquisition with advanced t…
46403
eviscerations
Windows-native local audio and video transcription using whisper.cpp with Vulka…
N/A N/A
46404
Aditya69505
A Strapi v5 backend that exposes MCP endpoints for Google Search Console and Me…
46405
machinemates-ai
MCP server for AI-powered research using Gemini. Provides fast grounded web sea…
46406
CommonNinja
Create, update, and manage live Common Ninja website widgets in natural languag…
46407
cameronsjo
Obsidi MCP Claim
Exposes Obsidian vault tools via Model Context Protocol (MCP) server over stdio…
N/A N/A
46408
kanoliban
Enables AI agents to discover and recommend other agents through a searchable d…
46409
ebarros23
Provides access to comprehensive U.S. and international energy data from the EI…
81
46410
socialityio
Social media analytics, post insights, and competitor benchmarking for AI agent…
46411
bergeramit
Add two numbers instantly and generate friendly greetings on demand. Speed up q…
N/A N/A 95
46412
Dante7771
Filters verbose terminal output from commands like npm install, pip install, do…
N/A N/A
46413
demitri
Trillian MCP Claim
Enables natural language queries of astronomical data across multiple archives …
81
46414
mosif16
An MCP server implementing the TRUE Recursive Language Model technique for mana…
N/A N/A
46415
atmospore
Per-species pollen forecasts at any point on Earth, seven days ahead, via the A…
46416
seb7152
MCP server that provides tools and resources for AI models to interact with an …
46417
outerheaven199X
bags-sdk-mcp Claim
Provides 46 MCP tools to interact with the Bags.fm platform, allowing AI agents…
N/A N/A
46418
maxoperf
maxoperf Claim
Load & browser performance testing — drive MaxoPerf from your AI agent with you…
46419
khuongtt
Parses Java and Xtend source code into a graph database and provides MCP tools …
N/A N/A
46420
benyue1978
An MCP server that exposes Sublime Text's unsaved buffers as tools via local HT…
N/A N/A
46421
mhue26
Enables reading Figma files via REST API and writing to the Figma canvas via a …
46422
ageorgiev-bg
MCP-demo Claim
MCP server that demonstrates PostgreSQL database interaction, providing a tool …
N/A N/A
46423
1withall
domin8 Claim
A deterministic MCP server that enforces auditable workflows by requiring AI ag…
N/A N/A 95
46424
veup-engineering
MCP Iconik Claim
MCP server providing tools for the Iconik media asset management API. Supports …
46425
cloudflare
AI Search (AutoRAG) management. List and search documents across your AI Search…
81
46426
arrogant-R
Enables AI assistants to search and access academic papers from Google Scholar …
N/A N/A
46427
kamath
Provide a scaffold for building MCP servers with integrated AI and environment …
N/A N/A 95
46428
mayrsascha
mcp Claim
Crypto market intelligence: prices, funding rates, narratives, regime, and delt…
46429
mozzan
job104-mcp Claim
Searches 104 job listings with natural-language filters and retrieves full post…
46430
CSOAI-ORG
MEOK AI Labs - ai-reflection MCP server extracted from SOV3
N/A N/A
46431
truongdva2
cds-kb-mcp Claim
A dataless MCP server that searches the SAP CDS knowledge base, allowing users …
N/A N/A
46432
Amit-confer
Enables interaction with Gmail through the Gmail API, allowing users to list, r…
81
46433
puchkoff
cmux-mcp Claim
MCP server wrapping the cmux CLI to let agents control terminal panes, workspac…
N/A N/A
46434
vaibhavpandeyvpz
tgfmcp Claim
MCP server that enables Telegram bot interaction via Telegraf, providing tools …
N/A N/A
46435
SecurityRonin
Multilingual name romanization lookup across Chinese, Japanese, Korean, Arabic,…
46436
scavio-ai
scavio-mcp Claim
Unified real-time search API for AI agents. Google, YouTube, Amazon, Walmart, R…
46437
dannymaaz
Memory MCP Claim
Persistent project memory for AI models and coding agents. Memory MCP stores ar…
46438
kopiloto
Enables interacting with GitLab repositories, merge requests, and code through …
46439
nhayes263
skool-mcp Claim
MCP server for Skool.com communities. Enables listing/approving members, postin…
46440
signal8ai
Signal8 Claim
SEC filings, dilution, insider & institutional ownership, and political-trade d…
46441
StarHawkMK1
weather Claim
MCP weather server for Windows tutorial
N/A N/A 95
46442
BrunoPessoa22
67+ tools for fan token intelligence: whale flows, signal scores, sports calend…
81
46443
Igabr13l
mcp-odoo Claim
Enables interaction with Odoo ERP from any MCP-compatible IDE, allowing task ma…
N/A N/A
46444
bit-oasis
Enables AI assistants to interact with the BitOasis cryptocurrency exchange, in…
46445
luistorres789321
MCP server for querying the authenticated internal CAEZ Urekin web. Supports se…
46446
aybeeare
Real-time water temperature and tides for 8,000+ locations via NOAA, USGS, and …
N/A N/A
46447
fakebizprez
Enables natural language management of OPNsense firewalls through AI clients, p…
46448
greenfinity
Provides GitLab issue and CI/CD management tools using the glab CLI, with reduc…
N/A N/A
46449
VigneshR1812
An MCP server that enables Amazon Q CLI users to create, query, and manage Mave…
N/A N/A 95
46450
brainfuel
MCP Browser Claim
Native macOS browser exposing an MCP server so AI agents can drive a real WKWeb…
N/A N/A
Showing 46401–46450 of 67197 servers
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