MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33801 |
thalovant-mcp
Claim
MCP server for Thalovant control-plane and hub runtime APIs, supporting local s…
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| 33802 |
tavily-mcp
Claim
MCP server providing search, extract, map, and crawl tools powered by Tavily fo…
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| 33803 |
korral-mcp
Claim
MCP server that lets a Duvo agent talk to Korral's StoreLink API, enabling cate…
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| 33804 |
A Model Context Protocol server that provides semantic search and intelligent a…
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| 33805 |
@chainpayto/mcp-server
Claim
Enables AI agents to directly operate ChainPay cryptocurrency payment system, i…
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| 33806 |
Enables AI assistants to access Washington State Legislature data for bill trac…
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| 33807 |
office-mcp
Claim
MCP server for reading, writing, editing, formatting, and exporting Microsoft O…
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| 33808 |
pdf-reader
Claim
Read entire PDFs or specific pages on demand. Search documents for keywords and…
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| 33809 |
shippage
Claim
Enables publishing HTML, markdown, text, ZIP files, and static folders to Shipp…
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| 33810 |
Enables searching a knowledge base and asking grounded questions with hybrid re…
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| 33811 |
web-docs-mcp
Claim
MCP server for searching web documentation via sitemap.xml, enabling semantic s…
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| 33812 |
ark-nitrado-mcp
Claim
An MCP server that lets Claude check your Nitrado-hosted ARK server: live statu…
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| 33813 |
Photoshop MCP Server
Claim
Enables remote control of Adobe Photoshop on macOS and Windows via MCP, support…
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| 33814 |
opencode-vision-mcp
Claim
MCP server for image recognition via OpenRouter AI. It sends an image to a prim…
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| 33815 |
Forgejo MCP Server
Claim
A Model Context Protocol (MCP) server that provides Claude Desktop with tools t…
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| 33816 |
netlab-mcp
Claim
Wraps ipspace/netlab as an engine to give LLMs access to validated, lab-tested …
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| 33817 |
VS Claude
Claim
MCP server that integrates with VS Code to enable file operations, git diffs, a…
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| 33818 |
axint
Claim
Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
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| 33819 |
keymem
Claim
Associative key-graph memory for LLM agents — recall by association, not vector…
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| 33820 |
tilda-mcp-cdp
Claim
MCP server for Tilda with mass editing capabilities, combining read-only offici…
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| 33821 |
ChittyMCP
Claim
A consolidated Model Context Protocol server for the ChittyOS ecosystem, offeri…
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| 33822 |
Oplink
Claim
Enables creating no-code agent workflows by combining multiple MCP servers into…
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| 33823 |
@lakehouse/mcp-server
Claim
MCP server for Lakehouse42, enabling code-first tool discovery, hybrid search, …
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| 33824 |
SQLite MCP Server
Claim
Provides read and write access to multiple SQLite databases through the Model C…
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| 33825 |
QGISMCP
Claim
QGISMCP connects QGIS to Claude AI through the Model Context Protocol (MCP), al…
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| 33826 |
konid-ai
Claim
A language expression coach MCP server that provides native-sounding translatio…
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| 33827 |
A secure and optimized MCP server for integrating ClickUp project management, e…
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| 33828 |
Enables conversational triage of ServiceNow incidents via Claude Desktop, autom…
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| 33829 |
openclaw-tools-mcp
Claim
Exposes OpenClaw tools (web search, page fetching, browser automation, PDF anal…
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| 33830 |
Greenloom CAD MCP Server
Claim
Enables automated CAD operations via natural language, supporting both AutoCAD …
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| 33831 |
trinity-local
Claim
Enables running AI councils across Claude, GPT, and Gemini, synthesizing answer…
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| 33832 |
monospay-mcp
Claim
Pay per MCP tool call in USDC on Base. Non-custodial settlement, no admin keys,…
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| 33833 |
Personal Memory Gateway
Claim
A privacy-first memory layer for AI that securely bridges local knowledge with …
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| 33834 |
CornMCP
Claim
Enables AI coding agents to perform surgical code analysis, semantic memory, an…
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| 33835 |
Neuro Vault MCP
Claim
An MCP server that provides semantic search and vault operations for Obsidian n…
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| 33836 |
Coinugget Crypto Signals
Claim
Provides real-time cryptocurrency market signals including RSI, top gainers, pr…
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| 33837 |
PowerBI MCP Server
Claim
An MCP server for interacting with Microsoft PowerBI REST API, providing tools …
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| 33838 |
MCP Serverless
Claim
Provides a serverless implementation of the Model Context Protocol for register…
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| 33839 |
This MCP server enables AI agents to understand and analyze electrical schemati…
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| 33840 |
MCP Server for Tikfly - Unofficial TikTok API at scale without the usual limita…
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| 33841 |
kaken-mcp-server
Claim
MCP server for querying the Japanese KAKEN database of scientific research gran…
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| 33842 |
VAST DB MCP Server
Claim
Enables AI agents to securely query VAST Data databases for schema, metadata, a…
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| 33843 |
mcp-sqlite-chat
Claim
Enables querying and managing a SQLite database using natural language, with an…
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| 33844 |
MCP Panel
Claim
AI-powered CAD design copilot for acoustic products (splitter silencers and str…
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| 33845 |
MarketCheck MCP Apps
Claim
Provides 25 interactive automotive intelligence tools for real-time market data…
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| 33846 |
Cortex Memory MCP Server
Claim
An AI-optimized knowledge management system that provides semantic search, memo…
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| 33847 |
owlpost
Claim
A high-fidelity IMAP/SMTP MCP server that enables reading, searching, and sendi…
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| 33848 |
Berlin Group MCP Server
Claim
Provides AI assistants with contextual access to Berlin Group Open Finance API …
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| 33849 |
Bitbucket MCP Server
Claim
MCP server for integrating with Bitbucket Cloud and Server APIs, enabling AI as…
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| 33850 |
mcp-glpi-it4
Claim
Integrates with GLPI IT4Solução API v2.3 (OAuth2) to manage tickets, computer i…
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