MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 4 hours, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56251 |
MCP server for Velog blog platform enabling reading, searching, and writing art…
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| 56252 |
horizon-mcp-demo
Claim
Exposes a governed semantic layer built on dbt Core and DuckDB, enabling AI age…
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| 56253 |
Healthcare Ai Governance automation via MCP. Includes classify samd, check cds …
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| 56254 |
Link Finder MCP
Claim
Find backlink opportunities, analyze competitors, discover similar domains with…
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| 56255 |
shelly-api-mcp
Claim
Provides read-only access to Shelly Cloud energy data, including live power, li…
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| 56256 |
Bahrain payments for AI agents — Benefit via Tap Payments. Never holds funds.
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| 56257 |
EasyWeek
Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
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| 56258 |
Axom MCP Server
Claim
Provides persistent SQLite-based memory and unified tool abstraction for AI age…
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| 56259 |
arxiv-mcp
Claim
An MCP server that lets LLMs search, verify, and read papers from arXiv, preven…
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| 56260 |
api-mcp-server
Claim
Fetches and parses Swagger/OpenAPI documentation from URLs, cleans and optimize…
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| 56261 |
Swiss Law Local Search
Claim
Provides offline full-text search across 35,000+ Swiss laws from all cantons an…
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| 56262 |
nba-stats-mcp
Claim
Provides comprehensive NBA statistics via Model Context Protocol, enabling quer…
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| 56263 |
Jira QMetry MCP Server
Claim
MCP server to interact with the QMetry for Jira API, enabling management of tes…
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| 56264 |
Compeller
Claim
Create and track AI music videos and audio-reactive visuals from songs.
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| 56265 |
Reddit MCP server - browse posts, search content, analyze users.
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| 56266 |
Gmail MCP Server
Claim
A local MCP server that provides tool-level access to Gmail, allowing Claude to…
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| 56267 |
hotelbooking-ai
Claim
Hotel Booking MCP Server (Global/AI Edition)
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| 56268 |
bash-mcp
Claim
Enables executing shell commands without permission prompts, including running …
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| 56269 |
Provides Canadian tide predictions from the IWLS API, enabling retrieval of 7-d…
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| 56270 |
mcp
Claim
Run any model on the live WaveSpeed catalog: image, video, audio, 3D.
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| 56271 |
PostgreSQL MCP
Claim
Read-only MCP server for PostgreSQL, enabling schema discovery, table metadata,…
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| 56272 |
domain-intel-mcp
Claim
Domain & company intel for AI agents: RDAP, DNS, email deliverability, tech sta…
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| 56273 |
my-mcp-server
Claim
A minimal starter template for building Model Context Protocol (MCP) servers us…
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| 56274 |
mcp-server
Claim
Access scored end-of-day insights for Korean stocks and crypto to make clear, r…
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| 56275 |
AI + Human Agent platform for getting tasks done. Create, manage, and track tas…
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| 56276 |
MCP server for analyzing building sustainability metrics via Excel, PDF, and fr…
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| 56277 |
Fast-Whisper-MCP-Server
Claim
A high-performance speech recognition MCP server based on Faster Whisper, provi…
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| 56278 |
TokenHub MCP
Claim
A production-packaged Model Context Protocol server for coding agents that rout…
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| 56279 |
JobYap Job Search
Claim
Search job postings aggregated from companies' careers sites, plus each job's d…
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| 56280 |
Planner MCP Server
Claim
Enables Claude to manage Microsoft Planner plans, buckets, and tasks via the Mi…
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| 56281 |
ConnectMachine
Claim
Manage your ConnectMachine contacts, networks, events, and digital business car…
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| 56282 |
sheets-finance-mcp
Claim
MCP server for the SheetsFinance formula catalog, enabling search and construct…
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| 56283 |
Hevy Fitness MCP Server
Claim
A Model Context Protocol (MCP) server that provides AI assistants with access t…
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| 56284 |
domainintel-mcp
Claim
Domain intelligence for agents: WHOIS, DNS, SSL/TLS, security headers, reputati…
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| 56285 |
cchub
Claim
CCHub - Claude Code 生态管理平台 | Claude Code Ecosystem Management Platform (MCP, Sk…
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| 56286 |
agent-audit-mcp
Claim
Immutable audit trail for agent-to-agent interactions
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| 56287 |
Enables AI assistants to interact with PDF documentation files stored locally. …
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| 56288 |
janusmcp
Claim
Multi-account tool broker for AI agents — CLI and MCP.
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| 56289 |
mcp
Claim
Turn the web into structured, reliable, actionable enterprise data for AI Agents
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| 56290 |
SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI …
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| 56291 |
MCP Inspector Assistant
Claim
Provides programmatic access to MCP server testing, debugging, and validation c…
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| 56292 |
Google Scholar
Claim
Search Google Scholar for academic papers, citations, and author profiles.
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| 56293 |
blastradius
Claim
Analyzes npm dependency upgrades to reveal which files and functions in your co…
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| 56294 |
TolstoyMCP
Claim
Tolstoy MCP for AI-native ecommerce brands: Studio generates marketing videos a…
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| 56295 |
easyeda-pro-mcp
Claim
MCP server and EasyEDA Pro extension bridge for live project assistance.
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| 56296 |
MCP Audio Server
Claim
A Model Context Protocol (MCP) server that gives AI agents the ability to proce…
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| 56297 |
Illustrator MCP
Claim
An MCP server that lets AI assistants like Claude control Adobe Illustrator thr…
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| 56298 |
proc-repl-mcp
Claim
Enables stateful subprocess sessions (REPLs) and tmux-backed TUI program contro…
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| 56299 |
AWS Pricing MCP Server
Claim
MCP server for generating upfront AWS service cost estimates and providing cost…
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| 56300 |
weather_test_mcp
Claim
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