MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36101 |
calculator-mcp-test
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| 36102 |
Enables AI models to write, format, compile, lint, and structure modern Fortran…
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| 36103 |
appoiint
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Agent communication platform enabling meetings, messaging, helpdesk, CRM, and s…
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| 36104 |
Notes MCP Server
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Enables note management (create, read, update, delete, list) through MCP, with …
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| 36105 |
Halo LMS MCP Server
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MCP server that provides access to Grand Canyon University's Halo LMS, enabling…
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| 36106 |
e2b-mcp-server
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Production-grade MCP server that enables AI assistants to execute code securely…
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| 36107 |
Daily News MCP Server
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Enables AI assistants to fetch news categories and hot news/tweets across vario…
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| 36108 |
Moltbook MCP Server
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A sandboxed MCP server for interacting with the Moltbook AI-agent social networ…
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| 36109 |
Optimizes your starting XI for Biwenger World Cup 2026 using fixed prices, with…
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| 36110 |
MCP server wrapping RSPCA Assured farmed trout (2025.07) and salmon (2024.05) w…
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| 36111 |
Marketing MCP
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A unified MCP server for marketing analytics and management across Google Ads, …
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| 36112 |
youtube-whisper-mcp
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MCP server for YouTube video summarization via Whisper transcription, enabling …
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| 36113 |
MCP server for searching Flesh and Blood TCG cards, retrieving print variations…
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| 36114 |
CRREM MCP Server
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Provides CRREM v2.05 carbon pathway data for real estate decarbonization analys…
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| 36115 |
mcp-browser-use
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Enables browser automation through MCP clients like Claude or Cursor, using the…
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| 36116 |
TradingView MCP Bridge
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Personal AI assistant for your TradingView Desktop charts. Connects AI to your …
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| 36117 |
Enables AI agents to search HR policies, create IT support tickets, and send ex…
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| 36118 |
metabase-server
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Enables AI assistants to interact with Metabase by providing access to dashboar…
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| 36119 |
DrayTek Vigor MCP Server
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Provides DSL diagnosis and CLI access to DrayTek Vigor 167 modems via interacti…
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| 36120 |
UsageWall
Claim
Live LLM pricing as an MCP server. Ask Claude or any MCP client 'how much does …
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| 36121 |
perplexity-mcp
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A Type 3 DAuth MCP server for Perplexity AI API that provides web search, chat,…
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| 36122 |
Adversa
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LLM red-team harness that scans for OWASP LLM Top 10 and MITRE ATLAS vulnerabil…
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| 36123 |
quant.ai
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MCP server for US stock quant research that provides explainable ratings, suppo…
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| 36124 |
fcc-broadband-mcp-server
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FCC broadband availability, coverage analysis, and digital divide data for US g…
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| 36125 |
MCP server for searching and retrieving Greek academic documents, theses, artic…
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| 36126 |
hatchet-mcp
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An MCP server for Hatchet, the durable orchestration engine, enabling LLMs to i…
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| 36127 |
sora-mcp
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MCP server for generating videos using OpenAI Sora model via api.tu-zi.com, ena…
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| 36128 |
burp-mcp-plus
Claim
Enables structured HTTP request creation and local file ingestion for LLM integ…
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| 36129 |
gemini-mcp
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Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) ima…
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| 36130 |
baselight
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| 36131 |
RapidInvoice MCP Server
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Generates professional invoices from Claude Desktop using RapidInvoice and stor…
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| 36132 |
fallestateonboard-mcp
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Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools and re…
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| 36133 |
upwork-mcp
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MCP server for the Upwork GraphQL API enabling job search, contract management,…
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| 36134 |
MCP Help Request Server
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Captures comprehensive context about development issues and facilitates human a…
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| 36135 |
Exposes 219+ tools for Slack, Gmail, Google Workspace, Jira, Confluence, CRM, a…
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| 36136 |
A remote MCP server that lets AI agents build, run, and manage Automat RPA work…
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| 36137 |
Convert currencies, get FX rates, and query historical ECB exchange rate data.
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| 36138 |
Enables AI agents to accurately parse, format, and convert time durations and m…
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| 36139 |
K Filesystem MCP
Claim
A tuned filesystem MCP server for Codex-style development, offering fast file o…
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| 36140 |
openwrt-mcp
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Provides full administrative control of OpenWRT routers via SSH, with a preview…
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| 36141 |
marketsui-mcp
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A local MCP server that scaffolds new React or Angular apps preloaded with the …
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| 36142 |
Strava MCP Server
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Enables AI assistants to directly access and analyze Strava activity data, incl…
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| 36143 |
Persome
Claim
Local-first personal memory and model server for trusted MCP agents on macOS.
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| 36144 |
brick-bacnet-mcp
Claim
Read-only BACnet/IP MCP gateway with Brick + Haystack semantic tagging at ingest
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| 36145 |
zora-mcp-server
Claim
An MCP server that enables AI-driven on-chain interactions with the Zora Protoc…
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| 36146 |
Conduit
Claim
A self-hosted RSS reader MCP server that manages RSS subscriptions and fetches …
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| 36147 |
react-design-systems-mcp
Claim
Provides component information, usage guidelines, and code generation for AWS C…
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| 36148 |
codex-mcp-async
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Enables Claude Code to run OpenAI Codex (GPT-5) tasks asynchronously in the bac…
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| 36149 |
perseus
Claim
Compile-before-context MCP server with 13 tools. Pre-resolves workspace state (…
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| 36150 |
notion-mcp
Claim
MCP server with 23 tools for full Notion integration, enabling database, page, …
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