MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41601 |
gwas-mcp
Claim
Enables AI-powered access to major biological databases for GWAS, protein, vari…
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| 41602 |
flstudio-mcp
Claim
Control FL Studio with AI: in-DAW mixing (Mix Doctor, gain staging, EQ/comp/rev…
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| 41603 |
Jobber MCP Server
Claim
Enables AI assistants to access and manage Jobber field-service data including …
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| 41604 |
PDF Reader
Claim
MCP server for extracting text, images, tables, links, annotations, and metadat…
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| 41605 |
mcp-proxy
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| 41606 |
VaultAssist
Claim
Enables natural language control over Google Workspace (Gmail, Drive, Calendar,…
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| 41607 |
mcp-salesforce
Claim
Connects to Salesforce and enables running SOQL queries, SOSL searches, managin…
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| 41608 |
On-chain x402-paid market signals on Arc (Circle Gateway) exposed as MCP tools.
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| 41609 |
system-mcp
Claim
Exposes system telemetry tools to retrieve CPU, memory, disk, battery, network,…
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| 41610 |
Webpage MCP Server
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Enables querying and retrieving webpage content from websites by parsing sitema…
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| 41611 |
windows-admin-mcp
Claim
An MCP server that enables AI assistants to manage, monitor, and diagnose Windo…
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| 41612 |
aimo-smithery-mcp
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| 41613 |
Enables Claude Desktop to interact with the Academiadepolitie.com platform, all…
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| 41614 |
Doubao MCP AI Server
Claim
Provides MCP interfaces for AI text-to-image, image-to-video, and text-to-video…
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| 41615 |
injectshield
Claim
Prompt-injection firewall for AI agents — scan untrusted text before LLM calls.
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| 41616 |
mcp-filesystem-server
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| 41617 |
mcp-plex
Claim
MCP server for Plex Media Server, focused on media discovery, search, library m…
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| 41618 |
XServer MCP Server
Claim
MCP server for Xserver hosting that provides tools to manage mail accounts, DNS…
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| 41619 |
MarkItDown MCP Server
Claim
A production-ready MCP server for converting documents and files to Markdown us…
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| 41620 |
PRG MCP
Claim
Enables interaction with the Polish National Register of Borders (PRG) data, cu…
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| 41621 |
Pact Tooling
Claim
Pact 5 tooling: REPL test runs, trap scanning, gas estimation, interface diff, …
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| 41622 |
unpaywall
Claim
Open-access availability for 120M+ scholarly articles via the Unpaywall API
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| 41623 |
GitHits
Claim
Search public open-source code, documentation, metadata, vulnerabilities, chang…
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| 41624 |
mahjong-calculator
Claim
Enables mahjong score calculation from Claude by inputting tile configurations,…
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| 41625 |
winning-cv-mcp
Claim
AI-powered job matching and CV generation tool that searches jobs on LinkedIn a…
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| 41626 |
Renderer MCP Server
Claim
AI-powered assistant for the Renderer portfolio framework. Enables users to exp…
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| 41627 |
kiro-total-recall
Claim
Enables semantic search across all Kiro conversations (CLI and IDE), allowing t…
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| 41628 |
youmind-mcp
Claim
Bridges YouMind content to AI assistants via MCP, enabling retrieval of craft c…
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| 41629 |
korea-finance-mcp
Claim
Korea's first legally-safe (Capital Markets Act compliant) finance MCP. 15 tool…
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| 41630 |
Blowback
Claim
Integrates front-end development servers with AI tools, enabling browser automa…
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| 41631 |
Wraps Korea Tourism Organization's Wellness Tourism API to let AI agents search…
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| 41632 |
Modular RAG MCP Server
Claim
A pluggable RAG framework that exposes hybrid search, ingestion, and evaluation…
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| 41633 |
SPARDA
Claim
SPARDA is a zero-configuration MCP builder that converts existing Express and F…
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| 41634 |
rag-mcp
Claim
Hybrid RAG over Claude Code and Hermes session history via MCP tools for search…
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| 41635 |
linux-ssh-mcp-server
Claim
Remote Linux operations via SSH, exposed as an MCP server, with tools for files…
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| 41636 |
star-trajectory
Claim
Transparent rule-based GitHub star-trajectory classifier + calibrated 100-star/…
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| 41637 |
MyNews MCP Server
Claim
Enables AI agents to fetch categorized news headlines and full article text fro…
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| 41638 |
vk-ads-mcp
Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
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| 41639 |
argo-mcp
Claim
MCP server for Argo RPG Platform — connects AI assistants to campaign data via …
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| 41640 |
blackhawk-mcp
Claim
BlackHawkMCP - connect AI to Google Sheets
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| 41641 |
agentdocs-mcp
Claim
Enables MCP clients to read, search, create, update, and share collaborative do…
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| 41642 |
mcp
Claim
Provides MCP servers for GitHub API operations and SQL database queries, enabli…
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| 41643 |
model-gateway
Claim
Configurable MCP server that lets you define LLM-powered tools via JSON, enabli…
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| 41644 |
sellabot-mcp
Claim
An MCP server that exposes marketplace seller operations (Shopee first) as tool…
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| 41645 |
mcp-podcast-generator
Claim
Generates podcast audio from scripts using Google Gemini TTS, supporting single…
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| 41646 |
GO2 Sport MCP Server
Claim
Enables controlling a Unitree GO2 robot's motion (forward, backward, left, righ…
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| 41647 |
sfmc-mcp-server
Claim
MCP Server para Salesforce Marketing Cloud: valida queries do Automation Studio…
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| 41648 |
nexus-mcp
Claim
A local MCP server for Nexus Mods mod discovery, research, and downloading, bac…
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| 41649 |
KnowS MCP Server
Claim
Enables medical evidence retrieval and analysis via AI-powered search and summa…
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| 41650 |
hko-mcp
Claim
MCP server with basic demonstration of getting weather from Hong Kong Observato…
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