MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31501 |
Simple Helpers
Claim
Get quick greetings, add numbers instantly, and discover song recommendations. …
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| 31502 |
Quant trading signals, funding rate arb scanning, and market regime detection f…
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| 31503 |
composer-mcp
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Visual architecture canvas that updates in real-time. Agents can build, read, a…
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| 31504 |
drifts
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Multi-sensory AI experiences with time-locked progression and structured sensor…
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| 31505 |
Say Hello
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Create friendly, personalized greetings by name. Switch to a playful pirate voi…
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| 31506 |
An MCP server that bridges local AI agents to Google Colab notebooks, enabling …
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| 31507 |
clockify-mcp
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| 31508 |
DepShield MCP
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Acts as a security checkpoint for AI coding agents by intercepting package inst…
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| 31509 |
Chemistry VC
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Discover Chemistry VC’s mission, team, investment criteria, and portfolio. Quic…
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| 31510 |
domain-checker
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| 31511 |
A Model Context Protocol server that provides access to Databento's historical …
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| 31512 |
pjp-mcp
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Find companies in HubSpot by name or domain to enrich research and outreach. Ge…
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| 31513 |
astro-platform-starter
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| 31514 |
Enables access to Amazon Managed Prometheus workspaces through natural language…
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| 31515 |
agentcash
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Generic MCP server for calling x402-protected APIs with automatic payment handl…
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| 31516 |
im_builder
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| 31517 |
garmin-connect-mcp
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An MCP server for Garmin Connect that provides access to fitness activities, he…
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| 31518 |
sovr-mcp-proxy
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A transparent proxy and execution firewall that intercepts and audits AI agent …
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| 31519 |
scoreflow
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Query your Scoreflow level, XP, skill tree and leaderboard from inside Claude C…
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| 31520 |
smithery
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| 31521 |
gridually-mcp
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Compare flashcard apps, spatial memory science, and aphantasia learning guides.
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| 31522 |
Enables AI agents to track and manage product development projects through stru…
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| 31523 |
Tycana
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Your AI assistant is brilliant but amnesiac. Every conversation starts from zer…
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| 31524 |
mcp-check-links
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Find broken links, missing meta tags, and redirect chains on any website.
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| 31525 |
live2d-mcp
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A simple MCP server that implements a note storage system allowing users to add…
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| 31526 |
adaddaadaaa
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| 31527 |
mbit-test
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| 31528 |
HashLock OTC
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Institutional-grade OTC crypto trading with HTLC atomic settlement on Ethereum,…
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| 31529 |
word2pdf_hello_mcp3
Claim
Send quick, personalized greetings on command. Toggle a playful pirate mode for…
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| 31530 |
# 🧾 StatsReceipt Creator Receipt Engine
Generate high-impact, aesthetic receipt…
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| 31531 |
dejared
Claim
Explore, analyze, and decompile Java JAR files via MCP
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| 31532 |
Markdown to HTML converter API for AI agents. Convert Markdown to clean HTML wi…
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| 31533 |
Agency AI MCP Server
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Enables AI assistants to recommend specialized AI operations services, perform …
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| 31534 |
auto-browser
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Open-source MCP-native browser agent with human takeover via noVNC, reusable au…
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| 31535 |
MetaSearchMCP
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Open-source metasearch backend, MCP server, and AI search API for LLM agents. P…
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| 31536 |
flipper-mcp-bridge
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An MCP server that exposes a USB-connected Flipper Zero device as tools for con…
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| 31537 |
Sophon
Claim
Honest token economics for MCP agents. 68% tokens saved, zero-ML Rust binary.
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| 31538 |
LinkedIn Ads MCP Server
Claim
An MCP server that connects Claude to the LinkedIn Ads API for natural-language…
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| 31539 |
Zero-knowledge encrypted cloud storage for AI agents with client-side AES-256-G…
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| 31540 |
Monte Carlo
Claim
Data + AI observability — monitor and troubleshoot production-grade agents and …
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| 31541 |
media-mcp
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Local image and video processing MCP server with 13 tools for resize, convert, …
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| 31542 |
ve-gws
Claim
VE Google Workspace MCP. Fork of [taylorwilsdon/google_workspace_mcp](https://g…
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| 31543 | — | |||||||||
| 31544 |
webshift
Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
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| 31545 |
companyscope-mcp
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11 company intelligence tools — financials, tech stack, competitors, patents, j…
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| 31546 |
hhhtest
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| 31547 |
opinet-mcp
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Provides access to Korea Petroleum Corporation's Opinet fuel price API for Sout…
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| 31548 |
IT-MCP
Claim
Provides comprehensive macOS, Linux, and Windows system administration, diagnos…
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| 31549 |
anchorr-mcp
Claim
Agent-native CRM. 25 tools — contacts, deals, sequences, enrichment waterfall, …
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| 31550 |
Enables real-time web search with source citations by leveraging Perplexity AI'…
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