MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 3 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66301 |
MCP Linux Deployment
Claim
Enables management of Windows servers from Linux through an MCP server with per…
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| 66302 |
Campus Copilot MCP
Claim
Read-only MCP server for the local Campus Copilot BFF and imported workspace sn…
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| 66303 |
MCP OmniFocus
Claim
Enables task management in OmniFocus, including reading, creating, updating, an…
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| 66304 |
Error Collector MCP
Claim
An open-source MCP server that collects errors from browser console and termina…
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| 66305 |
anthropic-mcp
Claim
Provides access to Claude models, message creation, token counting, and batch p…
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| 66306 |
Red Hat API MCP Server
Claim
MCP server providing tools to search Red Hat KCS solutions, retrieve solution d…
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| 66307 |
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Curs…
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| 66308 |
xengager-mcp
Claim
Provides programmatic X (Twitter) engagement via MCP, offering 24 tools for sea…
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| 66309 |
Blender MCP Server
Claim
Enables AI agents to control Blender 3D through 27 tools for scene manipulation…
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| 66310 |
Paper trade prediction markets at live prices from your AI agent, and score eve…
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| 66311 |
taiwan-data-hub
Claim
An open-source MCP server that aggregates Taiwan public data sources (data.gov.…
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| 66312 |
tinypilot-mcp
Claim
MCP server that exposes fleet-aware KVM primitives for AI agents to control Tin…
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| 66313 |
eighty
Claim
Claude reads and writes a real-life RPG character sheet from the eighty self-im…
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| 66314 |
mcp-doc-reader
Claim
Enables AI assistants to read and extract text content from PDF, Excel, and Wor…
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| 66315 |
vision-mcp
Claim
An MCP server that provides image analysis capabilities using vision-capable AI…
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| 66316 |
A configurable MCP server for managing multiple GitHub repositories, branches, …
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| 66317 |
jlcpcb-mcp
Claim
MCP server for JLCPCB/LCSC component search, live stock and pricing, datasheets…
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| 66318 |
Ghosthand
Claim
Enables MCP-capable coding agents to read and drive the user's browser page wit…
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| 66319 |
Bult
Claim
Deploy and manage Bult apps from AI coding agents.
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| 66320 |
npu-vision-fallback
Claim
Provides an MCP server for local low-power screen vision, enabling AI agents to…
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| 66321 |
travel-deals-mcp
Claim
Travel Deals MCP is a Model Context Protocol server that lets AI agents search …
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| 66322 |
Open Paper Trading MCP
Claim
Provides AI agents with tools for paper trading stocks, options, ETFs, and bond…
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| 66323 |
Sparkplug MCP Server
Claim
Enables natural language interaction with industrial IoT devices using Sparkplu…
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| 66324 |
Cosmonote
Claim
Access your Cosmonote audio notes, transcriptions, summaries, and action items.
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| 66325 |
mcp-app-vscode-bigquery
Claim
Enables GitHub Copilot to query BigQuery and render interactive React visualiza…
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| 66326 |
netloc8-mcp
Claim
Model Context Protocol server for the NetLoc8 IP geolocation API. Gives AI assi…
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| 66327 |
Panel Review
Claim
Guardian agent for AI coding: four frontier models review risky diffs and commi…
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| 66328 |
mcp-server-gsc
Claim
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| 66329 |
artl-mcp
Claim
Enables comprehensive scientific literature retrieval and analysis through Euro…
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| 66330 |
quantum_echo
Claim
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| 66331 |
jira-mcp-server
Claim
A read-only MCP server that provides AI agents structured access to Jira Cloud,…
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| 66332 |
Clind MCP Server
Claim
A Shopify-focused MCP server that enables AI agents to manage store operations …
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| 66333 |
calendar-mcp
Claim
MCP server that lets AI agents manage Google Calendar -- create events, check a…
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| 66334 |
Beebole MCP
Claim
MCP server to connect Claude with Beebole for time tracking, enabling project a…
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| 66335 |
mmxomni
Claim
Model Context Protocol server exposing MiniMax's image, speech, music, and vide…
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| 66336 |
mcp-metricool
Claim
Enables AI agents to interact with Metricool API for social media metrics, camp…
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| 66337 |
@qirabot/mcp
Claim
Enables AI assistants to control mobile and desktop devices with natural langua…
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| 66338 |
OpenCV MCP Server
Claim
Provides OpenCV computer vision capabilities for AI assistants, enabling image …
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| 66339 |
fallnet-mcp
Claim
Exposes a sovereign peer-to-peer mesh (WebRTC + BroadcastChannel) to any MCP cl…
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| 66340 |
mcp-libreoffice-calc
Claim
An MCP server that enables spreadsheet operations on LibreOffice Calc workbooks…
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| 66341 |
lokyy-mcp
Claim
This MCP server connects your AI to a knowledge base through semantic tools, en…
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| 66342 |
ContextCore
Claim
A local-first MCP server that indexes all your local files (text, code, images,…
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| 66343 |
mcp-ynab
Claim
FastMCP server that exposes the YNAB API for budget management, enabling intera…
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| 66344 |
large-repo-mcp-server
Claim
A stdio-based MCP server for fast, bounded search and navigation of large code …
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| 66345 |
license-guardian
Claim
Audits npm dependencies for license compatibility, catching copyleft and source…
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| 66346 |
Dock
Claim
The AI workspace for you, your team, and every agent you run.
Dock is a shared…
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| 66347 |
ECOUNT MCP Server
Claim
Enables AI assistants to interact with ECOUNT ERP through natural language, pro…
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| 66348 |
DJZS Trust MCP
Claim
Deterministic pre-execution audit for trading agents. PASS/WAIT/FAIL, reproduci…
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| 66349 |
Manage LemonLDAP::NG SSO instances: configuration, sessions, OIDC, SAML, 2FA.
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| 66350 |
Token Compressor MCP
Claim
A remote MCP server that compresses long text contexts, stores compact reusable…
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