MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32701
johnhringiv
notes-mcp Claim
Remote MCP server that exposes a personal git repository of markdown notes to C…
32702
LeviReisJs
openi Claim
Enables searching biomedical images (X-rays, CT/MRI, clinical photos, etc.) fro…
32703
kohei25
An MCP server that downloads PDF files from URLs and converts them to Markdown …
N/A N/A
32704
Lalopa
Enables Claude and other AI agents to query real-time construction management d…
32705
Hitsteps
AI access to Hitsteps analytics, live visitors, uptime, goals, alerts, and chat…
32706
benjimkh
A lightweight MCP server for GitHub with nine essential tools for reading files…
32707
wm-raajvamsy
An MCP server providing intelligent development assistance for WaveMaker React …
N/A N/A
32708
yi-john-huang
An MCP server implementing Spec-Driven Development workflows for AI-agent CLIs …
32709
DojoGenesis
mcp Claim
Practice library for coding agents: skill search/invoke, seed patches, scout, r…
N/A N/A 95
32710
alezmad
claudemesh Claim
Enables Claude Code agents to communicate and share context across sessions via…
32711
websfactory
Searches for children's programs at public facilities like libraries and cultur…
32712
OLGTX303
voxcpm-mcp Claim
Enables text-to-speech synthesis and voice cloning using VoxCPM2 diffusion mode…
N/A N/A
32713
yudh0802
whenwecan Claim
Enables scheduling polls for group chats to find common available times, with t…
32714
crude-code
An oil & gas data-analytics MCP server that enables guarded SQL queries, well v…
32715
willcassell
Scorched Claim
An MCP server that lets you talk to your AI trading assistant in plain English …
N/A N/A
32716
tonycai
Provides a lightweight MySQL database interface via stdio, enabling query execu…
N/A N/A
32717
dar4datascience
Enables querying Eurostat data using natural language, powered by DuckDB for op…
32718
wdm0006
MCP server offering text analysis tools for writing improvement, including spel…
N/A N/A
32719
adathouse
cdgmcp Claim
Exposes a Congress.gov-style legislative GraphQL API to MCP clients, enabling q…
32720
thamaraiselvam
A Model Context Protocol (MCP) server that connects AI assistants to Jira and C…
32721
ranydone
Enables searching news, fetching top headlines, listing sources, and generating…
N/A N/A
32722
MCPWorks-Technologies-Inc
MCPWorks Claim
Cuts AI token costs by running user code in a secure sandbox, so data never ent…
32723
huakexie
x-mcp-lite Claim
Read-only Twitter API server with bookmark and like management, plus anti-rate-…
N/A N/A
32724
jordansilly77-stack
Demo MCP server that exposes order and customer data as read-only tools for AI …
N/A N/A
32725 N/A N/A 95
32726
godermai
Provides 11 tools for stock research, including search, market history, financi…
N/A N/A
32727
loonerlogic
Provides AI assistants with 6 tools to access Material UI component documentati…
32728
ImadMoka
Enables running multiple isolated browser sessions simultaneously and importing…
N/A N/A
32729
johnneerdael
netskope-mcp Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
81
32730
caron14
Validates BigQuery SQL syntax and performs dry-run analysis without executing q…
32731
millsymills-com
gandi-mcp Claim
Production-grade MCP server for the Gandi v5 API, enabling domain, DNS, email, …
32732
zk-armor
Converts Sphinx documentation (RST) to Markdown optimized for LLMs, enabling ea…
N/A N/A
32733
rifujin123
drawio-mcp Claim
Enables AI assistants to generate professional UML diagrams (class, use case, a…
N/A N/A
32734
reflex-search
reflex Claim
Local full-text code search for AI coding agents. Trigram-indexed, sub-100ms qu…
N/A N/A
32735
srivinod1
An MCP server that provides AI agents with geospatial analytics by querying Ove…
32736
hernaninverso
MCP server for verifying claims against evidence using natural language inferen…
32737
Jelloeater
ulanzi-mcp Claim
MCP server and CLI for controlling Ulanzi TC001 Smart Pixel Clock via AWTRIX3 H…
32738
garfield-bb
hap-mcp Claim
N/A N/A 95
32739
Mhdd-24
MCP server for Notepad++ on Windows that allows opening files, checking editor …
N/A N/A
32740
Baneado98
Enables CORS diagnostics with a free local tier and a premium server-side tier …
32741
Plong-Wasin
outlook-mcp Claim
MCP server for sending and managing Microsoft Outlook email via the Microsoft G…
32742
brightseth
vibe Claim
Social layer for Claude Code - DMs, presence, games between AI-assisted develop…
N/A N/A 95
32743
sktime
sktime-mcp Claim
An MCP server that enables LLMs to discover, reason about, compose, and execute…
32744
pealmeida
Enables AI agents to delegate tasks, run adversarial reviews, and manage backgr…
N/A N/A
32745
per-simmons
monocle Claim
Gives AI agents the ability to interact with iOS simulators through 21+ tools f…
N/A N/A
32746
stevTresCloud
Enables spawning and managing multiple Claude Code agents in parallel with mode…
N/A N/A
32747
andsky
Enables AI assistants to directly control the Cocos Creator game editor via MCP…
N/A N/A
32748
Asem-D
Enables AI assistants to search, query, and manage ArcGIS Portal and Online con…
32749
fieldjoshua
Enables AI assistants to interact with the Upwork freelance marketplace, includ…
32750
dayainow
Connects users to mental health counseling centers and welfare programs based o…
Showing 32701–32750 of 66549 servers
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