MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 6 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61551 |
Open Paper Trading MCP
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Provides AI agents with tools for paper trading stocks, options, ETFs, and bond…
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| 61552 |
npu-vision-fallback
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Provides an MCP server for local low-power screen vision, enabling AI agents to…
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| 61553 |
Sparkplug MCP Server
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Enables natural language interaction with industrial IoT devices using Sparkplu…
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| 61554 |
netloc8-mcp
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Model Context Protocol server for the NetLoc8 IP geolocation API. Gives AI assi…
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| 61555 |
artl-mcp
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Enables comprehensive scientific literature retrieval and analysis through Euro…
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| 61556 |
calendar-mcp
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MCP server that lets AI agents manage Google Calendar -- create events, check a…
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| 61557 |
mmxomni
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Model Context Protocol server exposing MiniMax's image, speech, music, and vide…
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| 61558 |
jira-mcp-server
Claim
A read-only MCP server that provides AI agents structured access to Jira Cloud,…
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| 61559 |
mcp-metricool
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Enables AI agents to interact with Metricool API for social media metrics, camp…
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| 61560 |
OpenCV MCP Server
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Provides OpenCV computer vision capabilities for AI assistants, enabling image …
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| 61561 |
fallnet-mcp
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Exposes a sovereign peer-to-peer mesh (WebRTC + BroadcastChannel) to any MCP cl…
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| 61562 |
Clind MCP Server
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A Shopify-focused MCP server that enables AI agents to manage store operations …
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| 61563 |
quantum_echo
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| 61564 |
Beebole MCP
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MCP server to connect Claude with Beebole for time tracking, enabling project a…
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| 61565 |
@qirabot/mcp
Claim
Enables AI assistants to control mobile and desktop devices with natural langua…
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| 61566 |
large-repo-mcp-server
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A stdio-based MCP server for fast, bounded search and navigation of large code …
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| 61567 |
license-guardian
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Audits npm dependencies for license compatibility, catching copyleft and source…
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| 61568 |
mcp-libreoffice-calc
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An MCP server that enables spreadsheet operations on LibreOffice Calc workbooks…
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| 61569 |
lokyy-mcp
Claim
This MCP server connects your AI to a knowledge base through semantic tools, en…
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| 61570 |
ContextCore
Claim
A local-first MCP server that indexes all your local files (text, code, images,…
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| 61571 |
mcp-ynab
Claim
FastMCP server that exposes the YNAB API for budget management, enabling intera…
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| 61572 |
ECOUNT MCP Server
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Enables AI assistants to interact with ECOUNT ERP through natural language, pro…
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| 61573 |
MCP Maven Server
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Wraps Maven and Spring Boot operations for Claude Code, providing structured JS…
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| 61574 |
Token Compressor MCP
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A remote MCP server that compresses long text contexts, stores compact reusable…
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| 61575 |
mcp-captcha-solver
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Provides browser automation and reCAPTCHA v2 solving tools for AI agents, integ…
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| 61576 |
Simple Memory MCP Server
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A lightweight MCP server that provides persistent knowledge graph storage for A…
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| 61577 |
MCP-Claude-FileMaker
Claim
Enables Claude to interact with FileMaker databases through the FileMaker Data …
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| 61578 |
Apple Health Chat MCP
Claim
Enables Claude to answer natural language questions about your Apple Health dat…
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| 61579 |
Pytheum MCP
Claim
Wraps the four public endpoints on api.pytheum.com as MCP tools so AI agents ca…
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| 61580 |
spawnpoint
Claim
Deploy the small apps your agent builds: one tool call returns a live, private …
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| 61581 |
mdify-mcp
Claim
MCP server that gives LLMs the power to convert PDFs to Markdown on the fly usi…
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| 61582 |
ClawPay
Claim
Connects AI agents to payment processors (Lithic, Stripe, PayPal) for automated…
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| 61583 |
Google Maps MCP Server
Claim
A general-purpose Google Maps MCP server that provides geocoding, place search,…
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| 61584 |
edgemem
Claim
Filesystem-native agent memory for Claude Code, enabling persistent team contex…
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| 61585 |
MCP Fivetran
Claim
Enables AI assistants to manage Fivetran users and connections, including invit…
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| 61586 |
Retrieves YouTube Channel statistics, metadata, and uploaded videos using the Y…
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| 61587 |
opengrok-go-mcp
Claim
Source-code intelligence for agents, powered by OpenGrok and Go.
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| 61588 |
Gmail MCP Server
Claim
Provides access to Gmail functionality through the Model Context Protocol, allo…
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| 61589 |
screenmcp-claude-plugin
Claim
Enables Claude to control the local desktop via screenshot, mouse, keyboard, an…
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| 61590 |
mcp-data-delaware
Claim
Query and explore Delaware Open Data datasets via Socrata API, including search…
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| 61591 |
flow-team-mcp
Claim
Enables interaction with the Flow Team API through MCP clients, allowing endpoi…
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| 61592 |
Shopify Admin MCP
Claim
A Model Context Protocol server that enables managing Shopify store operations …
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| 61593 |
Bridges AI assistants to HubSpot CRM via OAuth2.1+PKCE, enabling tool access th…
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| 61594 |
mcp-client-discord
Claim
Listens for Discord @mentions via Gateway and queues them for processing by an …
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| 61595 |
Antigravity MCP Bridge
Claim
A TypeScript-based MCP server template for the Antigravity agentic environment,…
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| 61596 |
Mobus
Claim
Search, preview, and analyze datasets from 20+ platforms via a single MCP conne…
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| 61597 |
Implements the Model Context Protocol to retrieve context from a locally runnin…
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| 61598 |
Tattoo Feed
Claim
Enables browsing and curating posts from Instagram tattoo artists via Business …
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| 61599 |
mcp-arcgis-monocounty
Claim
Mono County GIS — Mono County & Mammoth Lakes, California open geospatial data …
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| 61600 |
baselight
Claim
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