MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52501 |
Enable seamless integration with the Hypercore network by exposing its data and…
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| 52502 |
Enables AI-powered analysis of IP assignment compliance, including gap detectio…
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| 52503 |
iceberg-mcp-server-hive
Claim
Provides read-only SQL access to Apache Iceberg tables via HiveServer2, enablin…
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| 52504 |
A Model Context Protocol server implementation that runs on Cloudflare Workers …
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| 52505 | — | |||||||||
| 52506 |
seocrawl-mcp
Claim
SEO + GEO MCP server: live Google Search Console & GA4 data, keyword and page a…
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| 52507 |
mcp-finnhub
Claim
MCP server providing comprehensive access to Finnhub financial market data API …
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| 52508 |
Frappe MCP Server
Claim
Manage your Frappe benches and sites directly from Claude.ai through natural la…
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| 52509 |
open.video MCP
Claim
AI-powered video platform management — upload videos, manage channels, track an…
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| 52510 |
AI Battle MCP
Claim
A multi-user AI group chat server via MCP that lets multiple users' AI agents j…
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| 52511 |
One Person Company OS
Claim
Build and update a visual operating cockpit for AI-native solo founders.
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| 52512 |
wikijs-mcp
Claim
An MCP server for managing Wiki.js 2.x pages through its GraphQL API, enabling …
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| 52513 |
MyMcp
Claim
MCP server that counts the number of Chinese characters (excluding punctuation,…
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| 52514 |
im_builder_v2
Claim
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| 52515 |
tokenless-zendesk-mcp
Claim
MCP server that authenticates via browser session cookies to access Zendesk's R…
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| 52516 |
NetDocuments MCP Server
Claim
Enables users to search and fetch NetDocuments files through OAuth authenticati…
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| 52517 |
gdb-mcp
Claim
Enables AI agents to debug C/C++ programs with GDB or LLDB, supporting breakpoi…
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| 52518 |
MCP Code Review Server
Claim
Enables automated AI-powered code review for pull requests across GitHub, GitLa…
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| 52519 |
linkyun-ops-mcp
Claim
Provides MCP tools for querying LinkYun operations metrics, including listing m…
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| 52520 |
afrikure-mcp
Claim
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| 52521 |
mcp-weather
Claim
Provides real-time weather alerts and forecasts from the National Weather Servi…
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| 52522 |
travel-feeds
Claim
Enables querying curated travel feeds and fetching any RSS/Atom/RDF feed by URL…
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| 52523 |
SansFiction
Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
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| 52524 |
EPSS MCP Server
Claim
Provides EPSS scores, percentiles, and time series for CVEs, along with vulnera…
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| 52525 |
sei-mcp
Claim
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| 52526 |
A portable MCP server providing a shared intelligent memory system for any MCP-…
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| 52527 |
EGH Research MCP Server
Claim
Provides offline research and advanced search capabilities for Ellen Gould Harm…
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| 52528 |
genome-map
Claim
Access industrial fingerprint data for insight into supply chain and company pe…
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| 52529 |
tg-mcp-tools
Claim
A local MCP server for Cursor and Claude Desktop that reads Telegram subscripti…
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| 52530 |
toolhouse-mcp
Claim
Enables MCP clients to access Toolhouse's extensive library of tools, allowing …
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| 52531 |
Enables users to manage tasks with priorities, perform calculations with histor…
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| 52532 |
mcp-fortress-server
Claim
Scan your connected services for vulnerabilities and malicious code. Monitor ru…
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| 52533 |
Enables AI agents to issue, void, query, and manage Taiwan e-invoices via 27 MC…
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| 52534 |
LLMMO Game Server
Claim
Enables LLM-driven text game state management by exposing MCP tools for managin…
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| 52535 |
Rippling MCP Server
Claim
Provides 50+ tools for interacting with Rippling's HR platform, including emplo…
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| 52536 |
godot-mcp
Claim
A TypeScript MCP server bridging MCP clients to Godot 4 editor, enabling scene,…
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| 52537 |
max-mcp
Claim
An MCP server for the MAX Exchange (MaiCoin) V3 REST API, enabling market data …
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| 52538 |
aria-mcp-trafik-dk
Claim
Provides access to real-time Danish road traffic events, roadworks, and queues …
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| 52539 |
RealityScan MCP
Claim
Enables AI agents to control the RealityScan photogrammetry pipeline (align, me…
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| 52540 |
vox
Claim
Native macOS MCP server for voice I/O — Swift binary, SFSpeechRecognizer + Elev…
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| 52541 |
webfetch
Claim
Provides web fetching and content extraction tools (fetch_html, extract_readabl…
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| 52542 |
LinkedIn MCP Server
Claim
Enables LLMs and agents to interact with LinkedIn's REST API for managing profi…
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| 52543 |
axiomatic-mcp
Claim
MCP server enabling AI assistants to access the Axiomatic_AI Platform for scien…
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| 52544 |
mermaid-mcp-server
Claim
A lightweight MCP server that provides real-time Mermaid diagram syntax validat…
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| 52545 |
whatsapp-mcp
Claim
Connects WhatsApp to Claude Code, enabling message reading, audio transcription…
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| 52546 |
gsc-mcp
Claim
MCP server that exposes the Google Search Console API, allowing LLMs to query S…
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| 52547 |
atlasopenmagic-mcp
Claim
MCP server for ATLAS Open Data that enables LLMs to discover, query, and retrie…
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| 52548 |
Aquifer MCP
Claim
Thin Cloudflare Workers MCP server for navigating Bible Aquifer content, enabli…
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| 52549 |
Targetprocess MCP Server
Claim
Enables AI assistants to interact with Targetprocess for search, create, update…
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| 52550 |
Betaflight MCP
Claim
Enables AI assistants to control Betaflight flight controllers over serial via …
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