MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 1 hour, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34801 |
Enables AI agents to analyze PCAP files for network forensics using Wireshark/t…
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| 34802 |
ai-orders-agent
Claim
Enables querying and filtering a read-only dataset of AI-related court orders w…
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| 34803 |
claude
Claim
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| 34804 |
DiffGate
Claim
Diffgate MCP server acts as a code review engine, enabling AI coding agents to …
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| 34805 |
arcana-mcp
Claim
Semantic vector DB as an MCP server for Claude Code — SQLite + FTS5 + local ONN…
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| 34806 |
deepset-mcp
Claim
Enables AI agents to build and debug pipelines on the Haystack Enterprise AI pl…
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| 34807 |
stackoverflow-mcp-server
Claim
Enables AI assistants to search and access Stack Overflow content, including qu…
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| 34808 |
Nabo MCP Lite
Claim
A local MCP browser control bridge that enables control of Chrome browser via 1…
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| 34809 |
clinical-trials-ai-mcp
Claim
Clinical Trials Ai MCP Server by MEOK AI Labs
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| 34810 |
robinhood-mcp
Claim
Enables AI models to manage Robinhood portfolios, execute trades, and run autom…
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| 34811 |
ExcaliDraw Skill Pack
Claim
The diagram-quality layer for AI agents — an opinionated Excalidraw methodology…
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| 34812 |
Enables querying Confluence documents through agentic reasoning over hierarchic…
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| 34813 |
mcp-service
Claim
A reusable MCP HTTP server with OAuth 2.1 that turns any JSON-RPC handler into …
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| 34814 |
MCP Frontend Analyzer
Claim
A comprehensive MCP server for frontend analysis. It provides Google Lighthouse…
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| 34815 |
Make any website visible to ChatGPT, Claude, Gemini & Perplexity. Free MCP tool…
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| 34816 |
Enables Claude to monitor and execute Binance trading strategies through a boun…
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| 34817 | — | |||||||||
| 34818 |
Discover what websites across the agentic web can do — query the capabilities.t…
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| 34819 |
run.pay
Claim
Stripe-native marketplace where AI agents discover and pay per call for API ser…
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| 34820 |
near-intent-swaps
Claim
MCP server enabling AI agents to perform cross-chain token swaps through NEAR's…
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| 34821 |
This MCP server enables AI agents to create Pull Requests in a self-hosted Bitb…
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| 34822 |
Enables access to Google Workspace services (Calendar, Gmail, Drive, Tasks) via…
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| 34823 |
omnidim-mcp-server
Claim
Official MCP server for OmniDimension. Drive voice agents, dispatch calls, and …
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| 34824 |
simplenote-mcp
Claim
A remote MCP connector that gives Claude.ai projects a persistent, cross-conver…
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| 34825 |
memento
Claim
Provides persistent memory for AI coding agents via MCP, enabling agents to sto…
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| 34826 |
DocuForge MCP Server
Claim
Enables AI agents to create, edit, and export IEEE research papers as PDFs, wit…
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| 34827 |
CloudTypeJ MCP Server
Claim
MCP server providing calculator, user list, and statistics tools with Bearer To…
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| 34828 |
Connects Google Search Console to AI assistants, enabling SEO data analysis thr…
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| 34829 |
Cloakbox
Claim
Let LLMs analyze sensitive data safely by querying a tokenized, join-preserving…
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| 34830 |
abraxas93
Claim
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| 34831 |
Medical Billing MCP
Claim
Enables AI assistants to look up medical billing codes, denial reasons, and pay…
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| 34832 |
MySQL MCP Server
Claim
Enables executing SQL queries against a MySQL database via MCP, returning resul…
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| 34833 |
zotero-mcp-plus
Claim
Connects your Zotero research library with AI assistants (Claude, ChatGPT, etc.…
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| 34834 |
MCP server enabling LLMs to fetch Israeli weather forecasts by automating a bro…
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| 34835 |
mcp-grep
Claim
A grep server implementation that exposes grep functionality through the Model …
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| 34836 |
Agentic KYC/AML compliance server with tools for sanctions screening, identity …
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| 34837 |
smithery-mcp-server-3
Claim
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| 34838 |
CL Razorpay MCP Server
Claim
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
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| 34839 |
AOJ Workbench
Claim
Private remote HTTP MCP server that provides a unified endpoint to interact wit…
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| 34840 |
Retrieval-grounded prompt refinement engine that repairs and polishes prompts v…
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| 34841 |
HubSpot MCP Server
Claim
Integrates with HubSpot CRM APIs via the Model Context Protocol, enabling manag…
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| 34842 |
contacts-mcp
Claim
Enables AI assistants to manage contacts with full CRUD, dedup, merge, import/e…
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| 34843 |
anki-mcp
Claim
Enables intelligent Anki vocabulary management with automatic TTS audio generat…
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| 34844 |
Jira MCP Server
Claim
Exposes Jira API calls as tools for use with AI models like Claude, enabling pr…
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| 34845 |
Bionics
Claim
MCP server for controlling Unreal Engine 5 with 199 tools across 37 categories,…
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| 34846 |
Yahoo Finance MCP Server
Claim
Real-time stock market data for Claude Desktop and any MCP-compatible client, p…
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| 34847 |
MCP API Tool Demo
Claim
Demo MCP server that exposes order and customer data as read-only tools for AI …
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| 34848 |
mcp-geodistance
Claim
Geographic coordinate math MCP server providing great-circle distance, destinat…
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| 34849 |
mcp-vat
Claim
Validates VAT number formats for EU, UK, Switzerland, and Norway.
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| 34850 |
mcp-isbn
Claim
Validates and converts ISBN-10 and ISBN-13 numbers offline, checking check digi…
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