MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55001 |
proxmox-mcp-server
Claim
Enables management of Proxmox VE environments via the Proxmox API, including no…
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| 55002 |
Angel One MCP Server
Claim
Enables AI agents to interact with Angel One brokerage for live market data, po…
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| 55003 |
mcp-revelor
Claim
Connects AI assistants to Revelor e-shop analytics, search configuration, and r…
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| 55004 |
rhythm-vibe-studio
Claim
MCP server for vibe coding with music, enabling format conversion (LilyPond, Mu…
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| 55005 |
Yandex Ultimate MCP
Claim
Unifies multiple Yandex MCP servers (Direct, Metrika, Webmaster, Tracker, Cloud…
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| 55006 |
Notion MCP Server
Claim
Integrates Notion with Claude Code, enabling search, read, and write operations…
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| 55007 |
MCP SQLite Server
Claim
Query, explore, and manage SQLite databases through the Model Context Protocol.…
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| 55008 |
mcp-service
Claim
A 3-tier relay service that serves MCP tools via WebSocket, including calculato…
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| 55009 |
CloakBrowser Search MCP
Claim
A local web search MCP server that uses stealth Chromium to bypass CAPTCHAs and…
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| 55010 |
printify-mcp
Claim
Connect Printify to Claude so you can create, update, and publish print-on-dema…
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| 55011 |
EDB Debugger MCP
Claim
Exposes Evan's Debugger (EDB) features as MCP tools, enabling AI-driven debuggi…
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| 55012 |
BLUEPRINT.MCP
Claim
Provides architectural memory for AI coding agents, enabling reuse of existing …
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| 55013 |
Enables querying DuckDuckGo Instant Answer API for search results.
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| 55014 |
handson-coding
Claim
Enables recording and analyzing coding practice attempts, comparing LLM verdict…
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| 55015 |
mcp-lcu-server
Claim
Enables interaction with Linux system operations via MCP, including CPU, memory…
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| 55016 |
Enables querying clinical trial data from the AACT database (ClinicalTrials.gov…
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| 55017 |
hermes-bridge
Claim
Relay MCP server enabling synchronous multi-turn communication between Hermes a…
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| 55018 |
mcp-hibp
Claim
Enables users to query Have I Been Pwned data classes and check breaches via Pi…
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| 55019 |
A basic Python implementation of a Model Context Protocol server for educationa…
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| 55020 |
DevDrops
Claim
DevDrops is a universal MCP server exposing multiple production data tools acro…
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| 55021 |
Navvi
Claim
Gives your AI agent a persistent browser identity with anti-detection, credenti…
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| 55022 |
Polymarket MCP Server
Claim
Enables interaction with Polymarket prediction markets through read-only access…
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| 55023 |
datasource-mcp
Claim
MySQL datasource MCP server for AI clients like Cursor and Claude Desktop, enab…
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| 55024 |
AgentTalk MCP Server
Claim
Decentralized MCP server enabling AI coding agents to communicate and coordinat…
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| 55025 |
transfa
Claim
Ephemeral file transfer for AI agents and CI/CD pipelines — upload any file, ge…
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| 55026 |
mcp-7zip-server
Claim
An MCP server for 7-Zip archive operations (list, extract, create) with dual-en…
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| 55027 |
Binary MCP Server
Claim
Enables AI assistants to analyze binaries, debug processes, and inspect kernel …
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| 55028 |
mcp-dm8-server
Claim
Provides table structure browsing and read-only query capabilities for DM8 data…
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| 55029 |
An MCP server that adds engineering discipline to AI-assisted development, enfo…
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| 55030 |
mcp-server
Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
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| 55031 |
MCP Notes Server
Claim
A beginner-friendly MCP server for managing personal notes. Enables Claude to c…
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| 55032 |
notebooklm-mcp
Claim
An unofficial MCP server for Google NotebookLM that enables users to manage not…
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| 55033 |
Enables AI assistants to interact with SAP Datasphere for data exploration, que…
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| 55034 |
managebac-mcp
Claim
使AI代理能够通过学生账号读取ManageBac中的截止日期、成绩条目和GPA的MCP服务器。
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| 55035 |
Atlas Vision MCP
Claim
Enables text-only coding agents to analyze local images using a dedicated visio…
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| 55036 |
Enrow MCP Server
Claim
Enables AI assistants to find and verify professional emails and phone numbers …
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| 55037 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 55038 |
mcp-hash
Claim
Provides cryptographic hash and HMAC computation for text, supporting algorithm…
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| 55039 |
super-loop-mcp
Claim
A referee for self-improving AI agent loops that mines past sessions for effect…
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| 55040 |
Enables AI assistants to access and query ARTPARK's public health datasets incl…
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| 55041 |
SeaTalk MCP Server
Claim
Enables AI assistants to send and retrieve messages, access employee informatio…
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| 55042 |
flickr-mcp-server
Claim
An MCP server that integrates AI assistants with the Flickr API, enabling manag…
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| 55043 |
Reviewable workspace discovery and private HTML review creation via stdio MCP.
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| 55044 |
frame-check-mcp
Claim
Enables structural framing analysis of documents, identifying perspectives, omi…
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| 55045 |
Thoth-Mem
Claim
Persistent memory for AI coding agents, storing learned architecture decisions,…
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| 55046 |
Civil 3D MCP Server
Claim
Enables AI assistants to write and execute C# code directly inside Autodesk Civ…
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| 55047 |
MultiversX MCP Server
Claim
Provides AI agents with MultiversX blockchain data querying and SDK-dApp v5 doc…
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| 55048 |
mindgap
Claim
Exposes the mindgap knowledge graph as an MCP server over stdio, providing tool…
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| 55049 |
chatgpt-codex-local-mcp
Claim
A secure MCP server that exposes local repository context to ChatGPT/Codex with…
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| 55050 |
NoteDiscovery
Claim
Self-hosted plain-markdown knowledge base with a built-in MCP server. Lets Clau…
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