MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 1 hour ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64401 |
pody-mcp
Claim
Israeli podcast & content marketplace MCP — 7 tools: studios, podcasts, glossar…
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| 64402 |
Raindex MCP Server
Claim
AI agents can query, manage, and interact with Raindex onchain orderbook positi…
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| 64403 |
kbbi-mcp
Claim
An MCP server for querying KBBI (Kamus Besar Bahasa Indonesia / KBBI Daring).
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| 64404 |
MCP Web Server
Claim
A local MCP server providing free network access capabilities including HTTP re…
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| 64405 |
Garage Doorman, Grimsby ON residential garage door repair: business facts, site…
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| 64406 |
Premium Flutter UI components for AI coding agents. 46 widgets, 3 themes, light…
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| 64407 |
Enables AI agents to search and retrieve information about KTO-certified medica…
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| 64408 |
MCP server for WHMCS — 73 tools, 10 resources, 8 prompts, simulate mode, rate l…
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| 64409 |
AL MCP Server
Claim
Provides AI assistants with complete visibility into AL dependencies and symbol…
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| 64410 |
RunPod Image MCP Server
Claim
An MCP server that gives Claude Code and Cursor the ability to generate and edi…
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| 64411 |
QA Automation MCP Server
Claim
An AI-powered QA automation tool that crawls web pages, generates Playwright-ba…
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| 64412 |
ultrahuman
Claim
Access Ultrahuman metrics to monitor sleep, recovery, steps, heart rate, HRV, t…
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| 64413 |
Amalgix
Claim
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-c…
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| 64414 |
FreeCAD MCP
Claim
Enables AI agents to perform CAD operations through FreeCAD, including part con…
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| 64415 |
Japan Operations OS for AI agents — 14 knowledge domains, 31 tools via REST+MCP.
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| 64416 |
MCP Memory
Claim
Enables AI assistants to remember and retrieve user information across conversa…
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| 64417 |
ai-provider-status
Claim
Cloudflare Workers MCP server: ai-provider-status
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| 64418 |
snowflake-mcp
Claim
Enables LLMs to directly query and interact with Snowflake databases, supportin…
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| 64419 |
Deterministic Canadian CCPC rate stack: small business deduction and grinds, Pa…
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| 64420 |
RongCloud MCP Server
Claim
Enables AI assistants to manage RongCloud instant messaging services, including…
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| 64421 |
web-gui-mcp
Claim
A Python MCP server that allows your agent to outsource HTML generation and ren…
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| 64422 |
Project Brain MCP
Claim
An MCP server that reads any codebase (GitHub repo or local folder) and explain…
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| 64423 |
OpenPitch
Claim
Open, sourced, confidence-scored intelligence on AI startups - a free PitchBook…
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| 64424 |
indian-regulatory-mcp
Claim
Enables access to Indian regulatory data including SEBI orders, RBI circulars, …
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| 64425 |
shodan-mcp
Claim
Enables searching Shodan for devices and services, and looking up host details,…
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| 64426 |
Microlink
Claim
It turns natural-language requests into Microlink calls: take screenshots, gene…
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| 64427 |
yfinance
Claim
A Model Context Protocol (MCP) server that provides comprehensive access to Yah…
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| 64428 |
Magic UI MCP Server
Claim
A foundation for building interactive applications using the Model Context Prot…
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| 64429 |
FortiCNAPP MCP Server
Claim
MCP server for managing Fortinet FortiCNAPP via AI agents, enabling vulnerabili…
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| 64430 |
mcp-postgres-server
Claim
MCP server providing PostgreSQL and Vertica database access with tools for quer…
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| 64431 |
GuildControl MCP
Claim
Safety-first MCP server for Discord with privacy-safe reads, audits, and review…
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| 64432 |
Base MCP Server
Claim
Enables AI applications to interact with the Base Network and Coinbase API for …
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| 64433 |
musicbrainz-mcp
Claim
MusicBrainz MCP — search/browse music metadata, cover art, and submit tags/rati…
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| 64434 |
中国 AI 合规与备案(条文级自查)
Claim
生成式AI备案、AI生成内容标识、深度合成、算法备案:条文级问答 + 应办事项清单(中文)
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| 64435 |
Model Context Protocol server for HackerNews API access.
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| 64436 |
Storyblok MCP Server
Claim
Enables comprehensive management of Storyblok CMS through natural language inte…
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| 64437 |
A Model Context Protocol server that enables AI assistants to interact with Not…
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| 64438 |
aspen-mcp
Claim
Enables natural language control of Aspen Plus for chemical process simulation,…
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| 64439 |
ourairports-mcp-server
Claim
Resolve airport codes (IATA/ICAO/GPS/local), search airports, find the nearest …
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| 64440 |
Wave MCP Server
Claim
MCP server for Wave accounting that provides tools for managing chart of accoun…
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| 64441 |
container-mcp
Claim
MCP server for Apple container to manage, build, inspect, and diagnose Linux co…
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| 64442 |
mcp_mtrade_tis
Claim
|
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| 64443 |
VS2908
Claim
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| 64444 |
Astron MCP
Claim
An MCP server that wraps multiple vendors' Coding Plan services (iFlytek Spark,…
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| 64445 |
MCP Notes Server
Claim
A Model Context Protocol (MCP) server for developer note-taking, allowing users…
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| 64446 |
harness-fe
Claim
A source-aware MCP server that connects AI agents to browser and server runtime…
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| 64447 |
Logic Pro MCP
Claim
Local MCP server for stateful, fail-closed Logic Pro control and live project r…
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| 64448 |
Librarian
Claim
Provides AI agents with persistent knowledge storage, enabling them to store, s…
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| 64449 |
saas-alerts-mcp
Claim
MCP server for Kaseya SaaS Alerts, providing tools to query security events, ma…
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| 64450 |
shelter
Claim
AI financial coaching powered by real bank data — cash flow, alerts, and savings
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