MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45851 |
@godrix/argocd-mcp
Claim
MCP server for Argo CD that provides multi-environment profiles, SSO or API key…
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| 45852 |
lastfm-lyrics
Claim
Enables Claude to analyze the song you're currently playing on Spotify by looki…
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| 45853 |
fast-webfetch-mcp
Claim
A high-performance MCP server for web fetching in Claude Code using Firecrawl b…
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| 45854 |
semantic-scholar-mcp
Claim
An MCP server that provides access to Semantic Scholar's academic paper databas…
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| 45855 |
cql-mcp
Claim
Enables interaction with Cassandra/Scylla databases via CQL, supporting read-on…
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| 45856 |
test-sky-map
Claim
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| 45857 |
A comprehensive MCP server that provides system troubleshooting and diagnostic …
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| 45858 |
mcp-doorman
Claim
A drop-in proxy that guards MCP servers with policy enforcement, secret redacti…
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| 45859 |
mcp-service
Claim
A 3-tier relay service that serves MCP tools via WebSocket, including calculato…
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| 45860 |
gatetest
Claim
120-module QA gate. Give Claude eyes (screenshots), ears (Sentry errors), and h…
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| 45861 |
A11y Expert MCP
Claim
An accessibility expert MCP server that provides AI coding assistants with real…
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| 45862 |
Provides access to microCMS documentation, enabling AI assistants to search and…
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| 45863 |
MCP server for managing and analyzing Amazon Advertising data through natural l…
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| 45864 |
Enables Claude to monitor and execute Binance trading strategies through a boun…
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| 45865 |
gmail-mcp
Claim
Enables Gmail integration with Claude Code for reading, sending, searching emai…
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| 45866 |
Gift Finder MCP Server
Claim
Enables gift recommendations via Naver Shopping and nearby pickup store search …
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| 45867 |
Channel3 MCP Server
Claim
Let your agent discovery any product on the internet. Earn commissions when you…
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| 45868 |
MCP Trello
Claim
Enables Claude to interact with Trello boards, lists, cards, and labels through…
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| 45869 |
llm-mobile-testing
Claim
A pattern for systematically exploring any Android app using an LLM agent with …
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| 45870 |
Food-Recipe-MCP
Claim
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
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| 45871 |
mcp-taiyi
Claim
Calculates Taiyi Shenshu (太乙神數) based on a given datetime and returns structure…
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| 45872 |
microquery-mcp
Claim
MCP server to ask research questions about real-world datasets and get actual d…
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| 45873 |
trello-mcp
Claim
Local stdio-based Trello MCP server that enables interacting with Trello boards…
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| 45874 |
openmarkets
Claim
A Model Context Protocol (MCP) server for agentic retrieval of financial data f…
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| 45875 |
eip-mcp
Claim
Gives AI assistants access to the Exploit Intelligence Platform for vulnerabili…
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| 45876 |
korg-ledger
Claim
Verifiable cognition: prove a session ledger is tamper-evident; audit & import …
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| 45877 |
axint
Claim
Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
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| 45878 |
CarteleraCines.es
Claim
Cartelera de España: películas, cines, sesiones, recomendaciones y enlaces de c…
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| 45879 |
abap-mcp
Claim
An offline MCP server for SAP ABAP that provides static analysis, ABAP Cloud re…
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| 45880 |
Analyzes GitHub repositories and provides advanced optimization recommendations…
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| 45881 |
LINZA
Claim
Local-first MCP sidecar for Markdown artifacts, review intents, and supervised …
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| 45882 |
mcp-bible
Claim
MCP server for Bible study, providing multi-version verse lookup, keyword/seman…
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| 45883 |
license
Claim
Scan dependencies for license compliance — copyleft conflicts, unknown licenses…
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| 45884 |
Google MCP Server
Claim
Enables appending structured content to Google Docs and creating Gmail drafts t…
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| 45885 |
sovereign-ai-act-mcp
Claim
Classify any AI system under the EU AI Act: risk tier + binding Articles, verba…
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| 45886 |
gliana-mcp
Claim
Pay-per-call AI models (chat, image, video, music, speech) plus web scraping, s…
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| 45887 |
mcparr
Claim
A self-hosted MCP gateway that lets AI assistants drive your media services lik…
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| 45888 |
Enables interaction with the HaloPSA API for managing tickets, clients, assets,…
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| 45889 |
mcp-opencorporates
Claim
Search companies, officers, and filing history across 140+ jurisdictions worldw…
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| 45890 |
Minesweeper MCP Server
Claim
Enables MCP client agents to play the classic Minesweeper game by connecting to…
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| 45891 |
suna
Claim
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| 45892 |
Enables interaction with the Upstox trading API via natural language to fetch u…
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| 45893 |
Shared Timer MCP
Claim
This MCP server enables Claude to create and control shared timers, polls, and …
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| 45894 |
cont3xt
Claim
Virtual Infinite Context for Agents and LLMs - maintains a continuous rolling c…
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| 45895 |
TimeLog MCP
Claim
A localhost server that enables Claude to administer a firm's TimeLog account v…
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| 45896 |
Overleaf MCP
Claim
Enables LLM agents to read and update Overleaf LaTeX papers via git, with tools…
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| 45897 |
Enables searching and retrieving Taiwan judicial judgments, including full-text…
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| 45898 |
outline-mcp
Claim
Connects MCP clients to Outline workspaces, enabling agents to safely read, upd…
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| 45899 |
scicompute-mcp
Claim
MCP server for scientific computing with multiple backends (Mathematica, Octave…
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| 45900 |
browser-devtools-mcp
Claim
An MCP server that provides AI coding assistants with comprehensive browser aut…
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