MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36001 |
batman-mcp
Claim
MCP server for managing developer escalation (Batman system) to resolve inciden…
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| 36002 |
ab-ibge-mcp-server
Claim
Enables AI agents to access Brazilian statistical, geographic, and economic dat…
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| 36003 |
Luxembourg Peppol BIS 3.0 e-invoices for AI agents: send, check recipient, get …
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| 36004 |
Eversince
Claim
Creative agent that plans and executes across image, video, audio, and motion g…
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| 36005 |
Barber & cosmetology exam pass rates, booth rent with open chairs, and Texas li…
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| 36006 |
agent-audit-mcp
Claim
Immutable audit trail for agent-to-agent interactions
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| 36007 |
fallbooksonboard-mcp
Claim
MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 36008 |
Pic Gen
Claim
Generate covers, Mermaid diagrams, cards, and terminal screenshots/images for A…
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| 36009 |
Stock Image MCP
Claim
Search and download stock images from Unsplash, Pexels, Pixabay, Freepik, Stock…
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| 36010 |
MCP server for data visualization with Mermaid charts.
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| 36011 |
twiceshy
Claim
Experience memory for coding agents: validated traps, fixes and dead-ends at de…
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| 36012 |
mcp-server
Claim
AI agents read & send email, manage mailboxes, domains and webhooks via the QMa…
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| 36013 |
Provides secure access to Microsoft Entra ID (Azure AD) resources including use…
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| 36014 |
data
Claim
Query 390,000+ HOA and condo association records, statutes, rosters, and flood …
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| 36015 |
LuzzyTool
Claim
A local smart tool collection based on MCP that enables AI assistants to perfor…
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| 36016 |
MCP Local Context
Claim
A simple MCP server for local documentation with RAG capabilities, enabling AI …
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| 36017 |
An MCP server for weather information.
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| 36018 |
notion-mcp-fast
Claim
Fast, read-only MCP server for Notion that reads directly from local SQLite cac…
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| 36019 |
AI-powered fact-checking API for AI agents. Verify any factual claim with web e…
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| 36020 |
MCP Terminal Server
Claim
Provides secure and controlled access to terminal commands and npm operations v…
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| 36021 |
MCP server for x402 paid market-data endpoints.
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| 36022 |
Sub-cent factual claim verification against live data sources.
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| 36023 |
MCP WPPConnect Server
Claim
Enables WhatsApp automation through MCP protocol, allowing users to manage sess…
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| 36024 |
bias-detection-mcp
Claim
AI bias detection and fairness assessment for AI agents. Instant bias risk scan…
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| 36025 |
Order food on DoorDash — compare real fee-included totals; you approve every or…
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| 36026 |
CalendarMCP
Claim
Hosted Google Calendar MCP server for AI agents. No self-hosting or Google Clou…
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| 36027 |
Luvv MCPServer
Claim
A production-grade security auditing MCP server that wraps semgrep (SAST) and g…
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| 36028 |
music-production-ai-mcp
Claim
music-production-ai-mcp MCP server by MEOK AI Labs
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| 36029 |
OnePager
Claim
Create and publish one-pagers and boards for your organization. Upload images f…
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| 36030 |
Conduit Agentic Commerce
Claim
Search multi-merchant supply, checkout, and track orders via MCP.
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| 36031 |
Paid hosted MCP for agent-to-agent compute routing. 25% of net revenue funds co…
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| 36032 |
CoinGecko MCP Server
Claim
An MCP server for CoinGecko that connects any MCP-compatible client to free cry…
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| 36033 |
ie-mcp
Claim
Enables LLMs to drive Edge in IE mode for automating legacy IE-only web applica…
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| 36034 |
CCCMemory MCP
Claim
Provides Claude with long-term memory by indexing conversation history, enablin…
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| 36035 |
VnExpress Tool
Claim
Enables fetching latest news from VnExpress.net, including categories, search, …
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| 36036 |
PyPI Query MCP Server
Claim
A Model Context Protocol server for querying PyPI package information, dependen…
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| 36037 |
UPS MCP Server
Claim
Enables AI agents to create shipments, track packages, get rates, validate addr…
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| 36038 |
Sign AI output for EU AI Act + FRE 902 compliance, verify content authenticity …
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| 36039 |
douanecode-mcp
Claim
EU customs code search (HS, NC8, TARIC): tariff classification and duty rates
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| 36040 |
sequentialthinking
Claim
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| 36041 |
Playwright MCP
Claim
Provides browser automation capabilities using Playwright, allowing LLMs to int…
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| 36042 |
github-pr-review-mcp
Claim
Provides GitHub PR review capabilities to LLMs, enabling automated PR analysis,…
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| 36043 |
JobNimbus MCP Server
Claim
Connects Claude to your JobNimbus account via API, enabling management of conta…
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| 36044 |
sap-mcp-simulation
Claim
Simulates and intermediates integrations with SAP via OData, exposing automated…
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| 36045 |
PPT MCP Server
Claim
Enables processing PowerPoint and Word documents, extracting content and struct…
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| 36046 |
SQLGenius
Claim
SQLGenius is an MCP server that enables natural language querying of BigQuery d…
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| 36047 |
pdf-agent-mcp
Claim
A local MCP server that extracts text-layer content from PDF files, enabling AI…
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| 36048 |
web-mcp
Claim
Provides web search and page fetch tools for LLM assistants, extracting content…
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| 36049 |
@zeph-to/mcp-server
Claim
MCP server for AI agents to send notifications, copy to clipboard, request conf…
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| 36050 |
Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integrat…
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