MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45751 |
Moddable Games Tools
Claim
15 tools for chess variant analysis, hex map generation, and board game utiliti…
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| 45752 |
nutriref
Claim
Pay-per-call USDA nutrition for AI agents (x402 micropayments in USDC on Base).
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| 45753 |
An MCP server enabling AI assistants to store, retrieve, and manage contextual …
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| 45754 |
AsyncAPI MCP Server
Claim
An MCP server for AsyncAPI that enables parsing, validation, linting, conversio…
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| 45755 |
Fuul MCP Server
Claim
Manages affiliate programs, analytics, incentives, and payouts through MCP-comp…
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| 45756 |
Real-time Solana KOL trading intelligence and deployer analytics via x402 micr…
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| 45757 |
Smithery Scaffold
Claim
Provide a scaffold for building MCP servers with integrated AI and environment …
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| 45758 |
agentloopkit
Claim
Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and s…
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| 45759 |
A Model Context Protocol server implementation for Autodesk Construction Cloud …
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| 45760 |
PDFSizeAnalyzer-MCP
Claim
Enables comprehensive PDF analysis and manipulation including page size analysi…
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| 45761 |
ComparEdge
Claim
Verified pricing, alternatives, and comparisons for 495+ SaaS and AI tools.
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| 45762 |
dbx
Claim
Query databases from AI agents using connections configured in DBX.
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| 45763 |
MCP Inflow Ingredients
Claim
Enables AI assistants to interact with Inflow Inventory API for managing ingred…
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| 45764 |
server
Claim
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| 45765 |
django-telescope
Claim
A Model Context Protocol (MCP) server for Django applications, inspired by Lara…
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| 45766 |
aiwaiverdesk-mcp
Claim
Remote MCP for AI waiver checks, exception approvals, expiry review, and audit …
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| 45767 |
Vanna AI MCP Server
Claim
An MCP server that uses Vanna AI and Azure OpenAI to translate natural language…
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| 45768 |
Chrome MCP Server
Claim
An extension-based MCP server that enables AI assistants to control your existi…
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| 45769 |
AI + Human Agent platform for getting tasks done. Create, manage, and track tas…
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| 45770 |
SAP Commerce MCP Server
Claim
Enables interaction with SAP Commerce systems through OCC APIs, supporting prod…
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| 45771 |
Wix Bookings MCP Server
Claim
Enables managing Wix Bookings courses and searching participants through the Wi…
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| 45772 |
Document Organizer MCP
Claim
Enables agents to manage and organize local documents by listing, inspecting, e…
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| 45773 |
Taskforce
Claim
Task and planning workspace for humans collaborating with AI agents
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| 45774 |
Brave Browser MCP Server
Claim
Gives AI agents full control over Brave Browser, optimized for local LLMs to en…
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| 45775 |
MCP Finder and Installer
Claim
Discover and connect to Model Context Protocol servers effortlessly. Installati…
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| 45776 |
nano-vm-mcp
Claim
Governed agent execution gateway for LLM workflows, providing deterministic FSM…
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| 45777 |
Shirabe Calendar API
Claim
Japanese calendar API for AI agents. Provides Rokuyo (六曜), Rekichu (暦注), Eto (干…
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| 45778 |
Conductor MCP Server
Claim
Enables AI assistants to interact with Netflix Conductor Workflow Engine for tr…
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| 45779 |
Coppermind CMO
Claim
AI memory layer for fractional CMOs managing multiple clients. Each client gets…
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| 45780 |
agent-payment-mcp
Claim
Secure USDC payments for AI agents on Base blockchain with budget controls and …
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| 45781 |
Playwright MCP Server
Claim
Enables browser automation and web interaction through structured accessibility…
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| 45782 |
market-intelligence
Claim
Query live Upwork freelance market intelligence directly from your AI agent. Ge…
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| 45783 |
Zooza MCP Server
Claim
MCP server for Zooza — class scheduling, attendance, and booking for activity b…
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| 45784 |
Enoch
Claim
Operate an Enoch control plane through MCP tools
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| 45785 |
Provides a standardized interface for interacting with Google-Sheet's tools and…
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| 45786 |
Tamper-evident audit logs for AI agents: submit, fetch, and verify cryptographi…
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| 45787 |
api-payload-auditor
Claim
Cloudflare Workers MCP server: api-payload-auditor
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| 45788 |
Webpage MCP Server
Claim
Enables querying and retrieving webpage content from websites by parsing sitema…
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| 45789 |
Solana DeFi MCP Server
Claim
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM
Direct, st…
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| 45790 |
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
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| 45791 |
Lightning Wallet MCP
Claim
Give your AI agent a Bitcoin wallet. Send and receive Lightning payments, check…
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| 45792 |
MeshAI MCP Server
Claim
Enables Claude Code and other MCP-compatible tools to leverage MeshAI's multi-a…
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| 45793 |
cissp-study-group
Claim
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
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| 45794 |
Access Reddit posts, YouTube video details, podcast episodes, and Hacker News s…
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| 45795 |
fal-mcp
Claim
Image generation for Claude using every model on fal.ai, inline in conversation…
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| 45796 |
Shelly Smart Home
Claim
Local-first MCP server for Shelly smart-home devices (Gen1-Gen4): control, ener…
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| 45797 |
MCP server for high-fidelity code audits, refactoring, and architectural analys…
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| 45798 |
onchain-mcp
Claim
Provides read-only access to Solana on-chain data, enabling natural language qu…
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| 45799 |
coindesk-mcp
Claim
The MCP server that can read recent news from Coindesk.
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| 45800 |
Opendata.cat MCP Server
Claim
Servidor [MCP](https://modelcontextprotocol.io/) (Model Context Protocol) que c…
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