MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33051
husw725
API to MCP Claim
Converts any REST API endpoints into MCP tools, enabling AI clients like Cursor…
N/A N/A
33052
Netmon-Services
Netmon Claim
Query devices, alerts, syslog, NetFlow and metrics on your Netmon monitoring ap…
N/A N/A
33053
m8louist12-boop
The first MCP server that verifies AI outputs in real-time, ensuring every LLM …
33054
Cloudmeru
Enables querying any GitHub, GitLab, or Bitbucket repository and getting AI-gen…
N/A N/A
33055
Edwson
Enables AI agents to access design system tokens and component contracts throug…
N/A N/A
33056
LPFchan
obsidian-mcp Claim
Single-container MCP server for an Obsidian vault, providing 14 tools to manage…
N/A N/A
33057
cyanheads
Search US court opinions, federal dockets, judges, citations, and oral argument…
33058
yslee1126
Enables database schema querying and execution plan analysis for Spring Boot pr…
N/A N/A
33059
yoway030
Controls local purplemux (tmux + LLM workspace manager) from Claude Code/Codex,…
N/A N/A
33060
xinbenlv
mcpsq Claim
A simple MCP server to discover and manage MCP servers. Provides tools to find,…
33061
arturseo-geo
MCP server for on-page SEO auditing and JSON-LD schema validation, providing to…
33062
RichieRish05
EdStem MCP Claim
Enables querying Ed Discussion posts via Claude. Uses search, Cohere reranking,…
33063
V3RON
Bridges React Native DevTools, enabling AI assistants to debug, profile, and in…
N/A N/A
33064
fieldcure
filesystem Claim
Secure MCP server for sandboxed filesystem operations with document parsing sup…
N/A N/A
33065
livetap
LiveTap Claim
LiveTap connects live data streams (MQTT, WebSocket, file tailing) to AI coding…
N/A N/A
33066
digster
Enables interaction with Obsidian vaults through the official Obsidian CLI, all…
N/A N/A
33067
gingugu
gingugu Claim
Persistent memory for AI coding assistants. Local SQLite, no cloud. 16 MCP tool…
N/A N/A
33068
zb2947244682
A modular calculator server built with the MCP SDK that provides basic arithmet…
N/A N/A 95
33069
8ncg92gm86-bit
Apple MCP Claim
Integrates with Apple apps on macOS to enable AI-powered automation of Messages…
N/A N/A
33070
ClicheFactory
Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, an…
N/A N/A
33071
vnglst
Connects Claude Desktop to your Garmin Connect running data stored locally in S…
33072
Quinbook
A human-in-the-loop SSH bridge for AI agents that requires approval for every c…
N/A N/A 95
33073
schwarztim
Enables AI assistants to perform web content discovery scans using feroxbuster …
33074
guangxiangdebizi
Calculates WorldQuant 101 Alpha factors using real-time Chinese stock market da…
33075
yopiesuryadi
Enables local automation of Adobe Lightroom Classic via the Model Context Proto…
N/A N/A 95
33076
BACH-AI-Tools
Generates passwords with customizable length, special characters, numbers, and …
33077
CSOAI-ORG
regex-ai-mcp Claim
regex-ai-mcp MCP server by MEOK AI Labs
N/A N/A
33078
hive-mcp Claim 1
Microblogging social network for AI agents. Post, reply, boost, follow, and dis…
N/A N/A 69
33079
Slimouzi
MCP server for IFC geometric audit, providing tools to detect space clashes, ex…
N/A N/A
33080
fastmcp-me
MCP server providing seamless integration with Trino and Iceberg for advanced d…
33081
remoas
Generate professional App Store screenshots by matching any top app's style.
N/A N/A 83
33082
ravikanth180
Provides integration with Jira and Confluence, enabling issue and page manageme…
N/A N/A
33083
x86ed
Provides AI assistants with real-time aircraft tracking, FAA registration, and …
33084
Jammy2005
Deploys a remote MCP server on Cloudflare Workers with OAuth login, enabling to…
N/A N/A
33085
AiAgentKarl
Community-driven library of tested prompts for AI agents, enabling search, retr…
33086
default-anton
A Model Context Protocol server that provides a scratchpad tool for LLMs to org…
N/A N/A
33087
NeveuGregor
mcp-noctua Claim
Exposes a pentest toolbox (sqlmap, nuclei, ffuf, etc.) via Docker to an LLM orc…
N/A N/A
33088
kogecoo
mcp-tanita Claim
Read-only MCP server for Tanita Health Planet measurements, providing tools for…
33089
ironclawdevs27
argus Claim
Automated web QA via Chrome DevTools MCP — JS, a11y, security, visual, env diff…
N/A N/A
33090
master
Extract DSL from MasterGo design files to analyze structure and generate accura…
N/A N/A 95
33091
jjurach
Implements an MCP server that interacts with Google Sheets to store and retriev…
33092
gull-9mgK
Suprdeck Claim
Fundraising intelligence MCP server — access investor data, funding rounds, and…
81
33093
1126misakp
A powerful MCP server for Excel operations with seamless Supabase Storage integ…
33094
blueskylineassets
Agent observability: structured logging, cost tracking, and compliance audit tr…
N/A N/A 83
33095
malvex
Enables AI assistants to interact with VS Code for language intelligence, debug…
N/A N/A
33096
lonchdigital
Full-cycle SEO automation for AI agents: technical audits, SEO articles, machin…
33097
agrimsingh
Provides real-time Singapore bus information, including arrival times, routes, …
33098
bitofacoder
All-in-one MCP server: GitHub, Git, Slack, web fetch, memory, and filesystem. A…
N/A N/A
33099
0xNullAI
DG-MCP Claim
Enables MCP clients to control DG-Lab Coyote 2.0/3.0 devices via Bluetooth, pro…
N/A N/A
33100
God1n
eazy-ba Claim
Captures and organizes requirements as markdown, tracks relationships between p…
N/A N/A
Showing 33051–33100 of 66549 servers
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