MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 1 hour, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54801 |
reflag
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| 54802 |
travel-mcp
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Public travel search workflow MCP server for airport lookup, route comparison, …
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| 54803 |
steamforecast-mcp
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Model Context Protocol server for Steam Launch Forecaster, exposing calibrated …
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| 54804 |
Enables competitive analysis by validating companies, identifying sectors and t…
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| 54805 |
google
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| 54806 |
German Law MCP Server
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Enables querying 6,870 German federal statutes, case law, and legislative prepa…
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| 54807 |
Murmur
Claim
Encrypted agent-to-agent messaging for AI agents via NATS JetStream, enabling a…
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| 54808 |
AL-Go MCP Server
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Enables intelligent access to AL-Go documentation, workflows, and domain expert…
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| 54809 |
Robot Resources Scraper
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Token compression for web content — 70-80% reduction from HTML to clean markdown
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| 54810 |
duo-metrics-mcp
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Enables AI assistants to query personal Duolingo metrics such as daily XP, sess…
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| 54811 |
asana-mcp
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MCP server for the Asana API that allows AI agents to read and optionally write…
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| 54812 |
extracto-mcp
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Enables Claude and any MCP client to turn a URL plus a schema into validated, t…
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| 54813 |
serper-discover-mcp
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Korean-aware Google search and place discovery server using Serper API. Feature…
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| 54814 |
MongoDB MCP Server
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Enables AI agents to interact with MongoDB databases and MongoDB Atlas, support…
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| 54815 |
youtube-watchlater-mcp
Claim
Fetches your YouTube Watch Later playlist using yt-dlp with browser cookies, by…
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| 54816 |
Backlink SEO
Claim
Classic SEO suites charge heavily for link indexes. This MCP gives individuals …
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| 54817 |
An MCP server that integrates Neil Patel's Ubersuggest SEO platform with Cursor…
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| 54818 |
Enables AI assistants to manage multiple Gmail accounts simultaneously with bui…
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| 54819 |
calendar-pa
Claim
Google Calendar MCP server with natural language scheduling, conflict detection…
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| 54820 |
connpass-user-mcp-server
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Enables querying Connpass user profiles, group memberships, and event participa…
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| 54821 |
Antwork
Claim
Draft, schedule, and publish social posts for your workspace straight from your…
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| 54822 |
Value Investing Agent
Claim
An AI-powered MCP server for value investors. Analyze stocks using principles f…
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| 54823 |
MCP server that scans your repo's dependencies for security vulnerabilities bas…
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| 54824 |
memory-mcp
Claim
A local stdio MCP server that exposes a shared brain (read/search/write) over ~…
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| 54825 |
Flashlight
Claim
Enables whole-codebase code search using natural language queries by leveraging…
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| 54826 |
nutrition-tracker-ai-mcp
Claim
nutrition-tracker-ai-mcp MCP server by MEOK AI Labs
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| 54827 |
Tattoo Feed
Claim
An MCP server that lets an LLM client browse and curate posts from a hand-picke…
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| 54828 |
owasp-agentic-mcp
Claim
owasp-agentic-mcp MCP server by MEOK AI Labs
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| 54829 |
CodeAudit Agent
Claim
MCP server for AI-powered code security, quality, and performance review. Enabl…
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| 54830 |
ssh-mcp
Claim
Enables LLMs to interact with remote servers via SSH, supporting command execut…
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| 54831 |
Selenium MCP Server
Claim
Exposes Selenium WebDriver as an MCP server, enabling AI agents and LLMs to con…
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| 54832 |
LLM Radar
Claim
MCP server that provides AI assistants with real-time, current information abou…
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| 54833 |
mcp-server-agent-comm
Claim
Enables multi-agent communication between AI agents via MCP tools with real-tim…
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| 54834 |
Hive
Claim
Open-source MCP server for collaborative AI agents, providing a shared mailbox,…
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| 54835 |
brahe-mcp
Claim
Exposes the astrodynamics capabilities of the Brahe library enabling language m…
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| 54836 |
rules-as-code-mcp
Claim
Deterministic SNAP eligibility logic, exposed as auditable Model Context Protoc…
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| 54837 |
MCP Neurolora
Claim
An intelligent MCP server that provides tools for code analysis using OpenAI AP…
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| 54838 |
nipregon-mcp
Claim
Look up Polish companies from any AI assistant: registry data (KRS, REGON, CEID…
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| 54839 |
nyc-property-intel
Claim
MCP server giving Claude AI access to 22+ NYC public-record databases for real …
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| 54840 |
Grants Gov
Claim
Grants.gov MCP — open federal grant opportunities (free, no auth)
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| 54841 |
uiautomator2 MCP Server
Claim
An MCP server that provides tools for controlling Android devices using uiautom…
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| 54842 |
Merge gates and safety checks for AI coding agents via MCP.
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| 54843 |
korea-finance-mcp
Claim
Korea's first legally-safe (Capital Markets Act compliant) finance MCP. 15 tool…
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| 54844 |
Cairntir
Claim
A local-first, open-source memory system for Claude Code that eliminates cross-…
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| 54845 |
ldap-mcp
Claim
MCP server for read-only LDAP directory operations, enabling search, entry retr…
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| 54846 |
Freelo MCP Server
Claim
MCP server for Freelo project management API, enabling task and project managem…
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| 54847 |
Beckett - MCP for Godot
Claim
MCP server embedded in the Godot 4 editor; drive Godot with AI, zero sidecar.
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| 54848 |
Next Role
Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
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| 54849 |
SYD MCP Server
Claim
Enables querying batch status, traceability, and compliance through natural lan…
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| 54850 |
mcp-stdio-guard
Claim
Catch stdout pollution and handshake failures in MCP stdio servers before clien…
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