MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 24701 |
sequential-thinking
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| 24702 |
thinkneo-control-plane
Claim
Enterprise AI governance layer for spend tracking, runtime guardrails, policy e…
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| 24703 |
riotplan-mcp-http
Claim
An HTTP-based Model Context Protocol server for RiotPlan that exposes comprehen…
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| 24704 |
paprika-mcp
Claim
An MCP server that provides read-only access to the Paprika Recipe Manager, all…
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| 24705 |
greptile
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| 24706 |
shopify
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| 24707 |
Amazon organic ranking MCP server. Run campaigns, track positions, monitor rank…
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| 24708 |
parkour-mcp
Claim
A content exploration toolkit that helps LLMs surface high signal, unsummarized…
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| 24709 |
Synapse
Claim
Synapse indexes C# codebases into a FalkorDB-backed graph to provide deep struc…
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| 24710 |
Upload, organize, search, and transform images, videos, and files with AI-power…
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| 24711 |
MCP Serp
Claim
An MCP server that provides structured Google Search capabilities including web…
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| 24712 |
nr-mcp
Claim
MCP server for Node-RED — safe deploy, optimistic locking, smart search, 13 too…
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| 24713 |
Skills-MCP-Server
Claim
Index and search reusable skills from local folders. Discover relevant skills w…
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| 24714 |
locus
Claim
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
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| 24715 |
Enables advanced browser automation using real Brave Browser with 49 tools for …
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| 24716 |
Agent Observability
Claim
Agent observability: structured logging, cost tracking, and compliance audit tr…
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| 24717 |
swarmpay
Claim
Payment layer for AI agents. Send USDC, manage escrows on Base blockchain.
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| 24718 |
Enable seamless interaction with Alpaca's trading API through a standardized pr…
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| 24719 |
fulcrum
Claim
AI governance MCP server for policy enforcement, cost control, and observabilit…
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| 24720 |
xpoz
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| 24721 |
Real-time web search, reasoning, and research through Perplexity's API
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| 24722 |
Search and discover any API using natural language. 163+ providers with auto-di…
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| 24723 |
azure-cli-mcp
Claim
A wrapper around the Azure CLI command line that allows you to talk directly to…
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| 24724 |
ragalgo
Claim
Get scored daily context for Korean stocks and crypto to reduce hallucinations …
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| 24725 |
Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool por…
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| 24726 |
MCP server for the entire Apple ecosystem — 123 tools across 14 modules. macOS …
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| 24727 |
savvyscratch
Claim
MCP server for Savvy Scratch — scratch-off lottery game analysis powered by pro…
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| 24728 |
MCP server for PDF generation using PDFKit
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| 24729 |
Paid MCP Server Template
Claim
A production-ready template for building monetized MCP servers that require per…
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| 24730 |
Provide seamless access to SalesHandy API features including user profiles, cam…
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| 24731 |
Advanced codebase indexing and semantic search MCP server
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| 24732 |
tuning-engines
Claim
Domain-specific LLM fine-tuning — sovereign models trained on your data, zero i…
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| 24733 |
seat-intelligence
Claim
Airline seat quality scores (1-10) with notes. 61+ configs across 10 US airline…
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| 24734 |
YouTube Knowledge Base
Claim
Enables semantic search across thousands of indexed educational YouTube videos …
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| 24735 |
testap123
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| 24736 |
AI-powered Amazon EKS cluster management and troubleshooting
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| 24737 |
LPS MCP
Claim
A minimal server that provides Claude AI with secure file system access and seq…
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| 24738 |
Remote MCP Server
Claim
A Cloudflare Workers-based implementation of Model Context Protocol server that…
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| 24739 |
Anchord (AnchorID)
Claim
Read-only MCP for identity resolution and write guardrails.
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| 24740 |
Gravity MCP
Claim
Enables interaction with WordPress Gravity Forms through natural language, allo…
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| 24741 |
Scrapy MCP Server
Claim
A powerful web scraping MCP server built on Scrapy and FastMCP that supports mu…
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| 24742 |
sbb-mcp
Claim
Swiss Federal Railways (SBB/CFF/FFS) — train schedules, prices, and ticket links
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| 24743 |
shelter
Claim
AI financial coaching powered by real bank data — cash flow, alerts, and savings
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| 24744 |
CloakMCP
Claim
Stealth browser MCP server — anti-detection Chromium with snapshot-first agent …
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| 24745 |
burn-mcp-server
Claim
22 tools to let your AI agent search, triage, and organize your reading list.
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| 24746 |
microsandbox
Claim
microsandbox
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| 24747 |
MCP Generate Unit Testing Server
An intelligent Model Context Protocol (MCP) s…
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| 24748 |
Salesforce SOQL
Claim
Run SOQL queries against your Salesforce org to explore and retrieve data. Quic…
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| 24749 |
Persistent codebase intelligence that gives AI assistants memory across sessions
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| 24750 |
PageGuard MCP
Claim
Privacy compliance scanning for AI coding tools. Detects tracking tech, cookies…
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