MCP Server Quality Scores

Independent quality analysis of 66447 public MCP servers

66447
Discovered
31793
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63601
Advocate-Cloud-Solutions
clio-mcp Claim
MCP server for Clio Manage + Clio Grow - by Advocate Cloud Solutions.
N/A N/A
63602
Sandell0
Fused LLM rankings: one IRT/Elo scale across ~5,000 public benchmark leaderboar…
63603
7grounds
fedlex-mcp Claim
Swiss Federal Law (Fedlex) — search and retrieve articles from 11 federal laws.
N/A N/A 95
63604
BBsBrezz
Enables comprehensive interaction with the GitHub API for managing repositories…
63605
debugbundle
DebugBundle Claim
DebugBundle MCP: runtime error reporting, incident response, health checks, and…
N/A N/A
63606
jeebus87
reddirect Claim
Reddit MCP Server — No API Keys Required. Browse, post, comment, vote, and mana…
N/A N/A
63607
spences10
An MCP server that guides QA and verification processes by breaking down tasks …
N/A N/A
63608
somethingforheheda
MCP server for macOS desktop automation enabling screenshot, click, type, scrol…
N/A N/A
63609
Patdolitse
Piia Engram Claim
Local-first AI identity for MCP coding tools. Lessons, decisions, and context y…
N/A N/A
63610
universal-mcp
Enables interaction with YouTube's tools and services through a unified API, fo…
63611
Find verified appliance repair, HVAC, and plumbing technicians by location and …
N/A N/A 81
63612
yu-xiaohaozi
Enables AI agents to remotely control Linux machines via SSH with 35 tools for …
63613
skallekss
lolzteam-mcp Claim
MCP server providing access to Lolzteam Market and Forum APIs with 271 tools fo…
N/A N/A
63614
living-hi
Build and update a visual operating cockpit for AI-native solo founders.
N/A N/A
63615
gunvertugberk
A powerful MCP server for Microsoft SQL Server that connects AI assistants dire…
63616
weekdmond
Save, search, and compile valuable knowledge from your Claude conversations.
N/A N/A 95
63617
him0
showcase-mcp Claim
MCP server that opens a native desktop window to display rich content (Markdown…
N/A N/A
63618
maximusrufus
medigami Claim
Attested healthcare-finance MCP: bill scans, appeals, denials, rate + ICD/CPT/N…
N/A N/A 95
63619
kkjzio
Generates quizzes from Markdown content and outputs interactive HTML and Word d…
N/A N/A
63620
nanayax3
Enables semantic search across conversation archives via MCP, allowing AI clien…
63621
SandeshKhilari01
A local MCP server for creating, reading, and updating Google Sheets.
N/A N/A
63622
bdentech
ChiefLab Claim
Open execution contract for agents doing business work. 6 operators, one MIT-li…
63623
molML
ChemLint Claim
Transforms AI assistants into powerful molecular machine learning workbenches, …
N/A N/A
63624
martymarkenson
Beehiiv MCP Claim
An MCP server that integrates with the Beehiiv newsletter platform to retrieve …
N/A N/A
63625
Laxmi884
mcp-server Claim
Generate tailored resumes via AI agents using KlevrCV. Returns a signed PDF dow…
N/A N/A 83
63626
simonsavoca
mcp-cowork Claim
A remote MCP server with OAuth and passphrase protection, providing a wide rang…
63627
trendsapi
Google Trends search interest over time with growth metrics. Free key at trends…
63628
EquateItAu
Read-only MCP server for ClassQuill, a tutoring-business-management platform.
63629
ckq-aws
Your proactive chaos engineering companion that analyzes infrastructure code an…
N/A N/A
63630
1018053166
Provides email sending and receiving via SMTP/IMAP/POP3, supporting major email…
N/A N/A
63631
serenmind
A standalone MCP server for exploring the weclapp REST API v2, providing offlin…
63632
AceDataCloud
mcp-aichat Claim
MCP server for AI dialogue using various LLM models via AceDataCloud
63633
Djsand
RenderProof Claim
A local-first MCP server that captures rendered web evidence including screensh…
N/A N/A
63634
kumo-ai
Enables AI assistants to query KumoRFM for predictive analytics on relational d…
63635
jasonbrelsford
Agent-to-agent bounty board: post tasks with stated rewards, fill them, first a…
63636
bunizao
edstem-mcp Claim
MCP server for Ed Discussion that enables viewing profile, courses, lessons, th…
63637
BMoer
Gridbert Claim
Austrian energy data: 100+ electricity tariffs daily, grid fees, subsidies, bil…
63638
thebrierfox
The Stall Claim
x402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global e…
63639
InstantMCP
Search and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find a…
N/A N/A 95
63640
chillpoints
An MCP server enabling LLMs to interact with the NodeSeek forum, supporting acc…
N/A N/A
63641
ReadySMS
Enables sending SMS messages, managing contacts, campaigns, and inbox from AI a…
N/A N/A
63642
kolodny
jq-mcp Claim
An MCP server that exposes a single tool, jq, for running jq filters against JS…
N/A N/A
63643
AgentTax
Enables MCP tool developers and AI agents to track payments, calculate sales ta…
63644
GreatPyreneseDad
Enables hunting and analyzing GitHub repositories, extracting code patterns as …
63645
sjgant80-hub
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as native too…
63646
shaxzodrashid
Enables AI agents to interact with Telegram via MTProto, supporting high-perfor…
63647
impca201
A remote MCP server that searches Google Flights for flight information and air…
81
63648
Pantani
Control Ableton Live from Claude, Cursor or Codex with LOM tools, device knowle…
N/A N/A
63649
ohkyuetaek
Enables AI agents to query and analyze Korean apartment real estate transaction…
N/A N/A
63650
sjinks
wpscan-mcp Claim
Enables querying the WPScan API for WordPress plugin, theme, core vulnerabiliti…
Showing 63601–63650 of 66447 servers