MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45651 |
json_to_toon_compressor
Claim
Converts oversized JSON arrays into a compact toon-style textual representation…
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| 45652 |
weather-mcp
Claim
轻量天气MCP服务器,让Claude通过get_weather工具查询城市实时天气,无需API密钥。
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| 45653 |
Enables querying British cybersecurity data, including regulations, decisions, …
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| 45654 |
Prizmad
Claim
Generate AI UGC video ads from any product URL — avatars, voiceover, OAuth Conn…
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| 45655 |
taiga-mcp
Claim
MCP server for the Taiga project management API. Enables AI assistants to manag…
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| 45656 |
polskidegen-hl-tracker
Claim
MCP server for Hyperliquid that provides read-only on-chain wallet analytics. E…
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| 45657 |
Enables chatting with PostgreSQL databases via MCP tools, with GitHub OAuth aut…
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| 45658 |
WP Audit MCP Server
Claim
MCP server for comprehensive WordPress site audits on WP Engine, providing tool…
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| 45659 |
Document Tools
Claim
Enables document conversion and processing through an MCP server interface for …
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| 45660 |
clickhouse-mcp
Claim
Enables SQL query execution on ClickHouse databases with per-request connection…
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| 45661 |
SkillSearch
Claim
Indexes every skill across all installed plugins and enables the agent to find …
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| 45662 |
uniple-x402-purchase
Claim
Enables AI agents to browse, quote, and purchase products from Uniple's x402 ca…
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| 45663 |
A lightweight MCP-style server integrating Google Docs and Gmail, enabling AI t…
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| 45664 |
safeagent-token-safety
Claim
Token safety oracle for AI agents. Honeypot detection, 17 scam pattern checks, …
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| 45665 |
MCP-Claude
Claim
Enables chatting with AI directly in Roblox Studio to read, write, and modify s…
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| 45666 |
ai-discuss
Claim
Enables a host AI agent to trigger a multi-agent debate, running N-rounds where…
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| 45667 |
reframed-mcp
Claim
Tailors a resume to a job description by providing two voice-preserving version…
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| 45668 |
Search hotels & rentals: live prices & reviews across Booking.com, Airbnb, Vrbo…
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| 45669 |
mcp-brain
Claim
A Model Context Protocol server that gives Claude Code persistent, structured a…
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| 45670 |
PolyDesk
Claim
Enables automated research and trading on Polymarket prediction markets through…
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| 45671 |
@yawlabs/aws-mcp
Claim
A small AWS MCP for AI assistants: one server, one config entry, SSO re-auth ba…
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| 45672 |
mcp-arcgis-roanoke
Claim
Provides tools to search and query open geospatial datasets from the City of Ro…
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| 45673 |
painprep-mcp-server
Claim
Interventional pain medicine MCP: Medicare checklists, CPT/ICD-10, ASRA, prior-…
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| 45674 |
MCP Utility Server
Claim
A beginner-friendly MCP server offering time, math, internet quotes, dad jokes,…
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| 45675 |
SK Wwise MCP
Claim
A modular suite of MCP servers for Audiokinetic Wwise, enabling AI agents to br…
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| 45676 |
abap-mcp
Claim
An MCP server that connects AI assistants to SAP systems via the ADT REST API, …
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| 45677 |
A Python-based server for managing and analyzing code context for AI-assisted d…
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| 45678 |
@suiware/mcp
Claim
Enables AI assistants to interact with Sui Network through tools for balance ch…
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| 45679 |
EKS Metrics MCP Server
Claim
Enables querying Amazon EKS cluster metrics from the Kubernetes API server, wit…
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| 45680 |
Bookeo MCP Server
Claim
Enables searching and retrieving customer bookings and payment details from Boo…
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| 45681 |
dameng-mcp-server
Claim
MCP server for DaMeng database, enabling AI assistants to execute SQL queries, …
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| 45682 |
SperaxOS
Claim
Sperax Protocol MCP – USDs stablecoin, SPA, veSPA governance & Demeter DeFi on …
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| 45683 |
Mimir
Claim
Local-first memory and retrieval for private project knowledge. Enables indexin…
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| 45684 |
MCP server for Clamp—Web analytics for the agentic era, built for indie hackers…
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| 45685 |
burp-mcp-plus
Claim
Enables structured HTTP request creation and local file ingestion for LLM integ…
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| 45686 |
mcp_music_server
Claim
MCP server that enables LLMs to search, play, and manage music from multiple pl…
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| 45687 |
Enables finding Japanese e-Gov law revisions and diffing law text by law histor…
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| 45688 |
OpenData MCP
Claim
OpenData MCP는 표준화된 MCP 인터페이스를 통해 공공데이터 자원에 대한 접근을 제공합니다. 키워드 검색으로 API 목록을 조회하고,…
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| 45689 |
MCP Auth Example
Claim
Demonstrates a FastMCP server with Bearer token authentication via Nginx and fi…
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| 45690 |
Jina MCP Server
Claim
Provides web content extraction, search, embedding, and reranking tools via Jin…
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| 45691 |
MEFS MCP Server
Claim
Provides decentralized storage for AI agents, enabling them to save generated c…
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| 45692 |
TouchDesigner MCP
Claim
Enables control of a running TouchDesigner instance via MCP protocol, providing…
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| 45693 |
insights
Claim
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| 45694 |
codex-notify-mcp
Claim
Codex任务完成后发送企业微信通知的MCP服务器。提供notify_wecom工具,支持自定义标题、状态、任务摘要等参数。
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| 45695 |
Create Web Page
Claim
Create, edit, preview, publish, and manage web pages from MCP-capable AI client…
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| 45696 |
satori
Claim
A self-learning MCP server for Claude Code that captures user corrections and t…
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| 45697 |
@striderlabs/mcp-lyft
Claim
MCP server connector for Lyft ride-sharing — request rides, get fare estimates,…
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| 45698 |
kintone MCP Server
Claim
Official MCP server for kintone, enabling AI assistants to manage kintone apps,…
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| 45699 |
Stockflow MCP
Claim
Enables AI assistants to search and embed watermarked previews of 18,000+ royal…
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| 45700 |
zim
Claim
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