MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 24751 |
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
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| 24752 |
market-intelligence-mcp
Claim
Recession probability, capital rotation scoring, and economic data API
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| 24753 |
wso2-docs-mcp-server
Claim
Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvect…
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| 24754 |
moysklad-mcp
Claim
MCP server for MoySklad (МойСклад) — products, stock, orders, counterparties.
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| 24755 |
mcp-proxy
Claim
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| 24756 |
Kelnix Receipt MCP
Claim
Turn any receipt into structured, accounting-ready JSON or clean Markdown with …
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| 24757 |
FormFor MCP Server
Claim
Enables AI clients to create multi-field forms, send approval requests via emai…
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| 24758 |
chiark-mcp
Claim
Find the most reliable AI agent for any task. Search 2,000+ agents across A2A …
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| 24759 |
Reddit trend data over time, with growth for any topic or brand. Free key at tr…
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| 24760 |
Zen MCP Server
Claim
Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, …
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| 24761 |
AI Scanner
Claim
Scan codebases for LLM/AI SDK usage, exposed API tokens, and hardcoded secrets.
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| 24762 |
A Model Context Protocol server that enables natural language querying of Kasey…
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| 24763 |
IAPI MCP Server
Claim
Enables cryptocurrency investigation and analysis through the Chainalysis Inves…
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| 24764 |
A Model Context Protocol server that enables AI assistants to interact with Git…
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| 24765 |
Enables firewall policy governance by querying CMDB assets and auditing Panoram…
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| 24766 | — | |||||||||
| 24767 |
mcp-mat
Claim
Headless Eclipse MAT MCP server for Java heap dump analysis
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| 24768 |
AgentAuth
Claim
Identity and auth for AI agents: credentials, tokens, delegations, and permissi…
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| 24769 |
slack-qa-mcp
Claim
Integrates Slack channels and Slack Lists to automate bug report scanning and Q…
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| 24770 |
env
Claim
Dotenv parser, ports, system info for AI agents
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| 24771 |
suna
Claim
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| 24772 |
nsys-mcp
Claim
Enables GPU profiling and performance analysis via NVIDIA Nsight Systems, allow…
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| 24773 |
ClickUp MCP Server
Claim
Enables interaction with ClickUp project management platform through the Model …
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| 24774 |
clawtube-mcp
Claim
Minimal MCP server for ClawTube — a small, auditable control plane for skills a…
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| 24775 |
legal-mcp-server
Claim
Search court records, patents, and trademarks for legal research
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| 24776 |
Bridges DICOM, HL7v2, and FHIR with cross-standard mapping and optional PACS co…
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| 24777 |
hn-mcp-server
Claim
MCP server for Hacker News — feeds, threads, users, and search via Firebase and…
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| 24778 |
Scrape any website instantly and get consistent structured data in seconds with…
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| 24779 |
Tycana
Claim
Your AI assistant is brilliant but amnesiac. Every conversation starts from zer…
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| 24780 |
zai
Claim
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| 24781 |
veritasacta-verify
Claim
Offline receipt verifier. Ed25519 signature verification without contacting any…
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| 24782 |
A Model Context Protocol server that enables AI assistants to fetch Reddit cont…
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| 24783 |
Fluid cowork platform. Synthesizes work data across boundaries, with project tr…
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| 24784 |
kit
Claim
Non-custodial execution primitives for DeFi on Solana. 1 bps to open. Everythin…
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| 24785 |
sovr-mcp-proxy
Claim
A transparent proxy and execution firewall that intercepts and audits AI agent …
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| 24786 |
QRcodly
Claim
Create, manage, and share QR codes and short URLs
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| 24787 |
An MCP server that provides [describe what your server does]
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| 24788 |
claude-fidelity-mcp
Claim
Enables interaction with Fidelity Investments brokerage accounts using Playwrig…
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| 24789 |
VSAX MCP Server
Claim
Provides comprehensive access to the Kaseya VSAX (VSA 10) REST API v3 through 6…
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| 24790 |
Lanhu MCP Server
Claim
Enables AI to directly read and analyze Lanhu design drafts and requirement doc…
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| 24791 |
Provides controlled access to llms.txt documentation files through MCP tools, a…
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| 24792 |
Colosseum Copilot
Claim
Enables searching over 5,400 Solana hackathon projects and 84,000 crypto archiv…
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| 24793 |
Kluster.ai Verify MCP
Claim
Enables fact-checking of AI responses against reliable sources and validation o…
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| 24794 |
Sanka MCP Server
Claim
A Model Context Protocol server that integrates the Sanka TypeScript SDK to pro…
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| 24795 |
SEOforGPT MCP Server
Claim
Enables AI-driven brand visibility monitoring and SEO project management via th…
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| 24796 |
mcp-swarm
Claim
A multi-model agent swarm coordinator that automatically selects the most suita…
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| 24797 |
Dokploy MCP Server
Claim
Provides complete control over Dokploy infrastructure with 463 tools for managi…
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| 24798 |
AgentLair
Claim
Give AI agents a real @agentlair.dev email address and encrypted vault. Send/re…
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| 24799 |
i18n
Claim
Locale detect, translations, plurals for AI agents
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| 24800 |
ArcGIS Knowledge MCP
Claim
Enables users to search and read Esri developer documentation, ArcGIS Pro help,…
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