MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37101 |
jupyter-editor-mcp
Claim
An MCP server for programmatically editing Jupyter notebooks, offering 29 tools…
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| 37102 |
rhythm-vibe-studio
Claim
MCP server for vibe coding with music, enabling format conversion (LilyPond, Mu…
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| 37103 |
CloakBrowser Search MCP
Claim
A local web search MCP server that uses stealth Chromium to bypass CAPTCHAs and…
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| 37104 |
webfetch-camouflage
Claim
MCP server for fetching web content with browser fingerprint camouflage, conver…
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| 37105 |
Yandex Ultimate MCP
Claim
Unifies multiple Yandex MCP servers (Direct, Metrika, Webmaster, Tracker, Cloud…
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| 37106 |
mcp-lcu-server
Claim
Enables interaction with Linux system operations via MCP, including CPU, memory…
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| 37107 |
Enables querying clinical trial data from the AACT database (ClinicalTrials.gov…
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| 37108 |
Proxmox MCP Server
Claim
An enterprise-grade management tool that enables Claude Code to securely intera…
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| 37109 |
Enables querying DuckDuckGo Instant Answer API for search results.
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| 37110 |
wpf-dev-pack-mcp
Claim
Serves WPF Dev Pack knowledge topics to AI agents from a local repo clone.
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| 37111 |
EDB Debugger MCP
Claim
Exposes Evan's Debugger (EDB) features as MCP tools, enabling AI-driven debuggi…
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| 37112 |
handson-coding
Claim
Enables recording and analyzing coding practice attempts, comparing LLM verdict…
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| 37113 |
courtlistener-mcp-server
Claim
Search US court opinions, federal dockets, judges, citations, and oral argument…
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| 37114 |
hermes-bridge
Claim
Relay MCP server enabling synchronous multi-turn communication between Hermes a…
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| 37115 |
A basic Python implementation of a Model Context Protocol server for educationa…
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| 37116 |
Navvi
Claim
Gives your AI agent a persistent browser identity with anti-detection, credenti…
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| 37117 |
imprint-mcp-server
Claim
Enables querying local meeting notes, calendar events, email metadata, and dail…
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| 37118 |
MCP server for SocialAPI — manage social media comments, DMs, reviews, and ment…
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| 37119 |
DevDrops
Claim
DevDrops is a universal MCP server exposing multiple production data tools acro…
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| 37120 |
maid-runner-mcp
Claim
Exposes MAID Runner validation tools (validate, snapshot, test) as MCP tools, r…
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| 37121 |
datasource-mcp
Claim
MySQL datasource MCP server for AI clients like Cursor and Claude Desktop, enab…
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| 37122 |
Advanced MCP HTTP Server
Claim
An HTTP-based MCP server that provides filesystem tools and code analysis, enab…
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| 37123 |
NEAR Liquid Staking
Claim
MCP server enabling Claude to interact with NEAR liquid staking protocols Meta …
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| 37124 |
AgentTalk MCP Server
Claim
Decentralized MCP server enabling AI coding agents to communicate and coordinat…
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| 37125 |
mytime-mcp
Claim
Remote MCP server for MY:TIME's competitive intelligence platform. Enables quer…
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| 37126 |
Polymarket MCP Server
Claim
Enables interaction with Polymarket prediction markets through read-only access…
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| 37127 |
Binary MCP Server
Claim
Enables AI assistants to analyze binaries, debug processes, and inspect kernel …
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| 37128 |
notebooklm-mcp
Claim
An unofficial MCP server for Google NotebookLM that enables users to manage not…
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| 37129 |
transfa
Claim
Ephemeral file transfer for AI agents and CI/CD pipelines — upload any file, ge…
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| 37130 |
UniFi RMCP
Claim
Rust MCP server and CLI for UniFi Network controller operations.
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| 37131 |
An MCP server that adds engineering discipline to AI-assisted development, enfo…
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| 37132 |
Linux MCP Server
Claim
Enables remote execution of Linux commands via SSH, supporting system monitorin…
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| 37133 |
mcp-dm8-server
Claim
Provides table structure browsing and read-only query capabilities for DM8 data…
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| 37134 |
mcp-7zip-server
Claim
An MCP server for 7-Zip archive operations (list, extract, create) with dual-en…
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| 37135 |
mcp-server
Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
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| 37136 |
agent-payment-mcp
Claim
Secure USDC payments for AI agents on Base blockchain with budget controls and …
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| 37137 |
mcp-bizhawk
Claim
Drive the [BizHawk](https://github.com/TASEmulators/BizHawk) multi-system emula…
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| 37138 |
Enrow MCP Server
Claim
Enables AI assistants to find and verify professional emails and phone numbers …
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| 37139 |
Refract
Claim
MCP proxy that compresses tool schemas on the fly. Up to 98% token reduction, 1…
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| 37140 |
adobe-mcp
Claim
Drive Adobe CC (AE, Photoshop, Illustrator, Premiere, Character Animator) from …
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| 37141 |
mcp-blast-radius
Claim
MCP Blast-Radius Auditor — statically extract what an MCP server can touch and …
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| 37142 |
EventTrader MCP
Claim
AI prediction market trading — real-time data, CLOB exchange, 30+ tools
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| 37143 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 37144 |
Mediabox MCP
Claim
Self-hosted media server with AI-powered management via MCP, providing tools fo…
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| 37145 |
anp2-mcp-server
Claim
Economic protocol for AI agents — identity + reputation + credit + Sybil resist…
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| 37146 |
Enables AI assistants to interact with SAP Datasphere for data exploration, que…
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| 37147 |
mcp-hash
Claim
Provides cryptographic hash and HMAC computation for text, supporting algorithm…
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| 37148 |
Atlas Vision MCP
Claim
Enables text-only coding agents to analyze local images using a dedicated visio…
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| 37149 |
Real-time web search, reasoning, and research through Perplexity's API
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| 37150 |
MCP server for enterprise authentication and authorization — JWT validation, OI…
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