MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56251
hyungseokyoon
velog-mcp Claim 1
MCP server for Velog blog platform enabling reading, searching, and writing art…
81
56252
christianashworth
Exposes a governed semantic layer built on dbt Core and DuckDB, enabling AI age…
N/A N/A
56253
CSOAI-ORG
Healthcare Ai Governance automation via MCP. Includes classify samd, check cds …
N/A N/A
56254
webloom-agency
Find backlink opportunities, analyze competitors, discover similar domains with…
56255
adambenhassen
Provides read-only access to Shelly Cloud energy data, including live power, li…
56256
junter1989k-ai
Bahrain payments for AI agents — Benefit via Tap Payments. Never holds funds.
56257
easyweek
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
81
56258
PugzUI
Provides persistent SQLite-based memory and unified tool abstraction for AI age…
N/A N/A 95
56259
SreehariSankar
arxiv-mcp Claim
An MCP server that lets LLMs search, verify, and read papers from arXiv, preven…
N/A N/A
56260
bluechenchenchen
Fetches and parses Swagger/OpenAPI documentation from URLs, cleans and optimize…
56261
janmanuelwinkler
Provides offline full-text search across 35,000+ Swiss laws from all cantons an…
N/A N/A
56262
labeveryday
Provides comprehensive NBA statistics via Model Context Protocol, enabling quer…
56263
albertor03
MCP server to interact with the QMetry for Jira API, enabling management of tes…
56264
yakoob
Compeller Claim
Create and track AI music videos and audio-reactive visuals from songs.
56265
Reddit MCP server - browse posts, search content, analyze users.
N/A N/A 81
56266
stevesimpson418
A local MCP server that provides tool-level access to Gmail, allowing Claude to…
N/A N/A
56267
DIDA-AI
Hotel Booking MCP Server (Global/AI Edition)
N/A N/A
56268
tinywind
bash-mcp Claim
Enables executing shell commands without permission prompts, including running …
N/A N/A
56269
kykoay
Provides Canadian tide predictions from the IWLS API, enabling retrieval of 7-d…
56270
WaveSpeedAI
mcp Claim
Run any model on the live WaveSpeed catalog: image, video, audio, 3D.
N/A N/A
56271
vallaksa
Read-only MCP server for PostgreSQL, enabling schema discovery, table metadata,…
56272
datakoot
Domain & company intel for AI agents: RDAP, DNS, email deliverability, tech sta…
56273
MarvelNwachukwu
A minimal starter template for building Model Context Protocol (MCP) servers us…
56274
ragalgo
mcp-server Claim
Access scored end-of-day insights for Korean stocks and crypto to make clear, r…
N/A N/A 95
56275
tendem-mcp Claim 1
AI + Human Agent platform for getting tasks done. Create, manage, and track tas…
N/A N/A 69
56276
l4b4r4b4b4
MCP server for analyzing building sustainability metrics via Excel, PDF, and fr…
56277
BigUncle
A high-performance speech recognition MCP server based on Faster Whisper, provi…
N/A N/A
56278
Gravitied
TokenHub MCP Claim
A production-packaged Model Context Protocol server for coding agents that rout…
N/A N/A
56279
jobyap
Search job postings aggregated from companies' careers sites, plus each job's d…
56280
Plong-Wasin
Enables Claude to manage Microsoft Planner plans, buckets, and tasks via the Mi…
N/A N/A
56281
connectmachine
Manage your ConnectMachine contacts, networks, events, and digital business car…
56282
henrysouchien
MCP server for the SheetsFinance formula catalog, enabling search and construct…
56283
phaiel
A Model Context Protocol (MCP) server that provides AI assistants with access t…
56284
Bishop81
Domain intelligence for agents: WHOIS, DNS, SSL/TLS, security headers, reputati…
N/A N/A
56285
Moresl
cchub Claim
CCHub - Claude Code 生态管理平台 | Claude Code Ecosystem Management Platform (MCP, Sk…
N/A N/A 95
56286
Rumblingb
Immutable audit trail for agent-to-agent interactions
N/A N/A
56287
jcruz-impel
Enables AI assistants to interact with PDF documentation files stored locally. …
N/A N/A 95
56288
bayway
janusmcp Claim
Multi-account tool broker for AI agents — CLI and MCP.
N/A N/A
56289
Sequentum
mcp Claim
Turn the web into structured, reliable, actionable enterprise data for AI Agents
56290
SigNoz
SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI …
N/A N/A 81
56291
mcpassistant
Provides programmatic access to MCP server testing, debugging, and validation c…
N/A N/A 95
56292
johnisanerd
Search Google Scholar for academic papers, citations, and author profiles.
56293
justfeltlikerunning
blastradius Claim
Analyzes npm dependency upgrades to reveal which files and functions in your co…
N/A N/A
56294
GoTolstoy
TolstoyMCP Claim
Tolstoy MCP for AI-native ecommerce brands: Studio generates marketing videos a…
56295
VLab-Software
MCP server and EasyEDA Pro extension bridge for live project assistance.
N/A N/A
56296
thrid3v
A Model Context Protocol (MCP) server that gives AI agents the ability to proce…
N/A N/A
56297
jinkeda
An MCP server that lets AI assistants like Claude control Adobe Illustrator thr…
N/A N/A
56298
SammySnake-d
Enables stateful subprocess sessions (REPLs) and tmux-backed TUI program contro…
N/A N/A
56299
Arshu200
MCP server for generating upfront AWS service cost estimates and providing cost…
56300 N/A N/A 95
Showing 56251–56300 of 66495 servers