MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 1 hour, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46401 |
kie-ai-mcp-server
Claim
Universal MCP server for all Kie AI image generation and editing models, enabli…
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| 46402 |
mcp-google-drive
Claim
MCP server for Google Drive integration with file management, search, sharing, …
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| 46403 |
saglitzdesign-mcp
Claim
Expert design & marketing MCP: UI/UX, design languages, SEO/GEO, tokens, a11y, …
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| 46404 |
Java Inspector
Claim
Decompiles Maven dependencies into readable Java source directly inside your AI…
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| 46405 |
workflow-atlas
Claim
Enables an AI assistant to author algorithm storyboards, workflow maps, and UI …
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| 46406 |
mcp-server
Claim
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| 46407 |
Weaviate Docs MCP Server
Claim
Enables semantic search of Weaviate documentation using vector search, providin…
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| 46408 |
substack-mcp
Claim
Read-only MCP server for accessing Substack content including publications, pos…
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| 46409 |
ical-mcp
Claim
MCP server for Apple Calendar and CalDAV providers. Enables listing, creating, …
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| 46410 |
Uniswap MCP Server
Claim
Exposes Uniswap V2 and V3 on-chain data and swap execution as MCP tools, resour…
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| 46411 |
Enables AI assistants to securely search and retrieve information from a user's…
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| 46412 |
FL Studio 2025 AI Bridge
Claim
Enables AI assistants to read and control FL Studio 2025 projects via file-base…
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| 46413 |
ebs-initializer-mcp
Claim
Automates AWS EBS volume initialization via AWS Systems Manager, supporting mul…
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| 46414 |
Bilibili MCP Server
Claim
An MCP server powered by public Bilibili APIs so AI agents can search videos an…
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| 46415 |
obsidian-mcp
Claim
A Python MCP server for accessing and managing Obsidian vaults, providing tools…
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| 46416 |
Provides 23 modular tools for competitive programming, including problem analys…
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| 46417 |
pysnowball MCP Server
Claim
MCP server that provides 56 API interfaces covering real-time quotes, financial…
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| 46418 |
Albanian NIPT validation, TVSH (VAT) & invoice math, gross↔net payroll on verif…
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| 46419 |
Joplin MCP Server
Claim
Enables AI assistants to interact with Joplin notes through full-text search, r…
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| 46420 |
mcp-blockstream-info
Claim
Enables querying Bitcoin blockchain data including blocks, transactions, addres…
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| 46421 |
Odoo MCP Server
Claim
An enterprise-grade MCP server for interacting with Odoo ERP through AI assista…
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| 46422 |
Enable AI assistants to seamlessly interact with your Metabase analytics platfo…
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| 46423 |
Coddie MCP Server
Claim
Secure read-only access to Coddie project planning data, enabling AI assistants…
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| 46424 |
project-memory-mcp
Claim
Stores manual project memories, enables semantic retrieval, and tracks per-memo…
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| 46425 |
quota-dashboard-mcp
Claim
Queries real-time AI subscription quota for Claude Code Max, Kimi, and Z.ai. To…
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| 46426 |
mcp-b2b-prospect-engine
Claim
Enrich companies, discover hiring signals and find verified contacts in one act…
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| 46427 |
Enables AI agents to execute terminal commands and Python code on the host syst…
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| 46428 |
An MCP server that provides comprehensive monitoring and management capabilitie…
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| 46429 |
mcp-chromium-cdp
Claim
MCP server for controlling Chromium/Chrome via Chrome DevTools Protocol. Suppor…
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| 46430 |
decisions
Claim
Verified US tax and money decision tools: verdict plus a pre-filled deep link t…
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| 46431 |
BridgeMCP
Claim
A Python framework for building MCP servers that makes it simple to expose appl…
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| 46432 |
MCP Inventory Manager
Claim
An AI-powered inventory management system with a natural language interface, en…
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| 46433 |
fallclinic-mcp
Claim
MCP server for foldkit SDK exposing fold operations, kappa-band classification,…
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| 46434 |
brief-mcp
Claim
MCP server for BRIEF.md that captures decisions, constraints, and questions dur…
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| 46435 |
MCP Server Basic Example
Claim
A basic Model Context Protocol server implementation that demonstrates core MCP…
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| 46436 |
Vara MCP Server
Claim
A Model Context Protocol (MCP) server that provides onchain tools for AI applic…
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| 46437 |
Synapse Memory
Claim
A lightweight MCP server that provides long-term memory for LLMs by storing and…
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| 46438 |
klypix-mcp
Claim
Enables AI agents to read, write, search, and manage .klypix canvas files for p…
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| 46439 |
device-controller-mcp
Claim
An MCP server that lets Claude Desktop and Claude Code control your PC — take s…
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| 46440 |
clipacanvas
Claim
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| 46441 |
Nexus MCP Server
Claim
Enables AI clients to interact with Unreal Engine through natural language comm…
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| 46442 |
mcp-memory-server
Claim
MCP server for memory management with process inspection and cleanup tools.
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| 46443 |
aijewelleryMCP
Claim
Enables ChatGPT to invoke tools and render widgets via the Model Context Protoc…
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| 46444 |
uptimepage
Claim
MCP server for Uptimepage uptime monitoring. An LLM client can read your monito…
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| 46445 |
mcp-server-starter
Claim
A minimal MCP server template exposing echo and word_count tools, serving as a …
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| 46446 |
MNotify MCP Server
Claim
Enables AI IDEs like Cursor to send SMS, manage contacts/groups/templates, and …
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| 46447 |
mnemosyne
Claim
Knowledge commons where AI agents share lessons - failures first-class - and le…
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| 46448 |
ScrapingDog MCP Server
Claim
A Model Context Protocol (MCP) server for ScrapingDog API that provides compreh…
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| 46449 |
acuris-agent-guard
Claim
MCP server that verifies storefront merchants before AI agents make payments, c…
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| 46450 |
nodeflare-mcp
Claim
Blockchain JSON-RPC on 23 EVM chains for AI agents - free tier, API key, or x40…
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