MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31851
Scored
2112
Verified
16953
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40601
namdzmaso02
Enables AI agents to interact with Metricool API for social media metrics, camp…
40602
pingera
A Model Context Protocol (MCP) server for the Pingera monitoring service, provi…
40603
xiaoquisme
Provides MCP tools to copy text to and paste text or images from the macOS clip…
N/A N/A
40604 N/A N/A 95
40605
bitcompare
mcp-server Claim
Crypto rates (lending, staking, borrowing), coin metadata, aggregated prices, m…
40606
runapi-ai
suno-mcp Claim
A RunAPI MCP server for the Suno music generation models, enabling task creatio…
40607
chrisdecali
golf-reports Claim
Pulls golf data from Arccos, GHIN, and 18Birdies, and generates interactive HTM…
N/A N/A
40608
GongRzhe
Gmail MCP server with auto authentication support for managing Gmail via AI ass…
N/A N/A 95
40609
scottlz0310
Minimal MCP server for testing client support for resources/subscribe and notif…
40610
smallhandsome
ShotAPI Claim
Screenshot and HTML Rendering MCP Server for AI Agents. Capture screenshots, re…
40611
javierdejesusda
sift-mcp Claim
Read-only MCP server that exposes deterministic NTFS timestomp detection tools …
N/A N/A
40612
GAJETOso
AI-powered skills for financial professionals. Comprehensive collection of fina…
40613
fysh1010
bilibili-mcp Claim
A Model Context Protocol server that provides tools for parsing and retrieving …
40614
Kif11
Enables AI assistants to control Houdini by executing Python code, querying sce…
N/A N/A
40615
solarhell
xueqiu-mcp Claim
Enables querying real-time stock data for A-shares, Hong Kong, and US markets, …
40616
ChesterRa
Provides traditional Chinese astrology (Bazi, Ziwei) and divination (Liuyao, Me…
40617
tmwgsicp
vibe-launch Claim
Enables AI tools like Claude Code to deploy projects to multiple servers via SS…
N/A N/A
40618 N/A N/A 95
40619
vidyasagarr7
A production-ready template for building Model Context Protocol servers in Type…
N/A N/A
40620
ksagala
MCP server for executing Kusto Query Language (KQL) queries against Azure Data …
N/A N/A
40621
liquid-public
coinvest-mcp Claim
Local MCP server that exposes Liquid Co-Invest's trading data and order tools t…
N/A N/A
40622
ffeldhaus
Manages Angular internationalization (i18n) by extracting, listing, and updatin…
N/A N/A
40623
wangyuxin0707
MCP server for deterministic Vivado FPGA automation including project scaffoldi…
N/A N/A
40624
davidmosiah
Provider-neutral short-form AI video toolkit for agents: Sora, Gemini Veo, xAI/…
40625
cclawton
music21-mcp Claim
Exposes 16 music21 MIDI analysis and editing tools to AI agents, enabling them …
N/A N/A
40626
pete-builds
A threat intelligence MCP server for Claude Code that enables lookup of IOCs, t…
N/A N/A
40627
enescinar
Twitter Server Claim 1
A Model Context Protocol server that allows interaction with Twitter, enabling …
N/A N/A 95
40628
Philogag
An MCP server that renders Minecraft structure files (NBT / Sponge schematic / …
N/A N/A
40629
huaka1
browser-mcp Claim
Agent-native browser control MCP server that enables AI agents to browse and in…
N/A N/A
40630
tomarsachin2271
MCP server that allows querying Hyperliquid open positions and unrealized PnL f…
N/A N/A
40631
Prakshal-Jain
agent-bridge Claim
A local MCP relay that enables two or more MCP-speaking agent CLIs to communica…
N/A N/A
40632
MarriHarshaVardhan
Exposes employee leave-management operations (add employees, check balance, app…
40633
agenticsrclab
Crypto market intelligence, evidence, watchlists, feedback, and paid x402 SKU r…
N/A N/A
40634
jaynasriwala
A small MCP server that lets an LLM query PostgreSQL, MySQL, MariaDB, SQL Serve…
40635
microbotdata-dev
Enables AI-assisted creation, optimization, and management of PineScript tradin…
N/A N/A
40636
Tmmoore286
lockstep-mcp Claim
Enables multiple AI agents like Claude and Codex to coordinate on the same proj…
N/A N/A
40637
vishaldodiya
A minimal MCP server that provides an interactive to-do list with checkboxes in…
40638
adelaidasofia
FastMCP server that pages on-call via 100+ notification channels (Apprise wrapp…
N/A N/A
40639
tejaskumbhar288
Enables AI agents to read, filter, send emails, and check unread counts via the…
N/A N/A
40640
Tzamun-Arabia-IT-Co
Local-first, file-based memory layer for AI agents — one shared Markdown vault …
N/A N/A
40641
ichinya
Enables AI agents and developer tools to interact programmatically with Yougile…
40642
Marianooss
MCP server that enables clinical lab staff to predict reagent stockouts, check …
40643
marcelohensantos
garmin-mcp Claim
Exposes Garmin Connect data and workout management to AI agents, supporting too…
N/A N/A
40644
docjet-dev
docjet-mcp Claim
Render branded PDF documents (invoices, reports, certificates) and PNG social i…
N/A N/A
40645
moonbirdai
Extends Puppeteer to enable digital marketing and SEO analysis, including detec…
N/A N/A
40646
yjqian19
Extract EXIF metadata from JPG and PNG images. Reveal camera details, exposure …
N/A N/A 95
40647
contextualizer-ai
artl-mcp Claim
Enables comprehensive scientific literature retrieval and analysis through Euro…
40648
george-bobby
Modal MCP Claim
An MCP server for managing Modal — apps, containers, volumes, and secrets — and…
N/A N/A
40649
joon-labs
ms-teams-mcp Claim
Provides access to Microsoft Teams, Outlook, Calendar, and SharePoint via the M…
N/A N/A
40650
ihorleleka
MCP server for searching, reading, listing, writing, and appending Markdown wik…
Showing 40601–40650 of 66534 servers
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