MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 1 hour, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40701 |
Enable seamless time tracking and reporting for Azure DevOps work items by inte…
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| 40702 |
Zotero MCP
Claim
Read-only MCP server for your local Zotero library. Browse collections, inspect…
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| 40703 |
APIVerve MCP Server
Claim
Enables access to over 249 APIs through the Model Context Protocol, simplifying…
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| 40704 |
SignalK MCP Server
Claim
Enables AI agents to access SignalK marine data with 90-96% token reduction by …
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| 40705 |
context-autopilot
Claim
Mines your Claude Code and Cursor sessions into evidence-based CLAUDE.md / AGEN…
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| 40706 |
pdf-analyzer
Claim
Enables AI agents to read and analyze PDF documents for natural language Q\&A. …
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| 40707 |
Hong Kong CourtDB
Claim
Search Hong Kong court cases and read judgment documents.
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| 40708 |
AI-powered meeting scheduling with intelligent auto-scheduling for Claude and A…
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| 40709 |
This project is a Google Analytics 4 (GA4) automation server implemented as a M…
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| 40710 |
Belgium Peppol BIS 3.0 e-invoices for AI agents: send, check recipient, get del…
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| 40711 |
GoHighLevel MCP Server
Claim
Integrates Claude Desktop with GoHighLevel CRM, providing 269+ tools for contac…
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| 40712 |
icost-app-mcp-server
Claim
MCP server for iCost iOS app that enables smart expense tracking, category mana…
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| 40713 |
market-intelligence
Claim
Query live Upwork freelance market intelligence directly from your AI agent. Ge…
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| 40714 |
Credential vault for AI agents — encrypted storage, lease-based access, CRP sup…
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| 40715 |
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
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| 40716 |
proofdrop-mcp
Claim
Enables AI agents to upload temporary public review artifacts (screenshots, scr…
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| 40717 |
google_ads_mcp_lee
Claim
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| 40718 |
Duckle MCP Server
Claim
Duckle ships its own Model Context Protocol server, so Claude can browse the fu…
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| 40719 |
Ugreen NAS MCP Server
Claim
A secure MCP server designed for Ugreen NAS, enabling AI clients to list and ac…
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| 40720 |
agent-audit-logger-mcp
Claim
Hash-chained HMAC-signed audit log MCP for A2A (agent-to-agent) calls. Every to…
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| 40721 |
netdisk-mcp-server
Claim
MCP server for cloud storage operations enabling browsing, file transfer, offli…
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| 40722 |
freee会計 MCP Server
Claim
Enables AI assistants to access and manage accounting data through the freee ac…
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| 40723 |
smithly
Claim
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| 40724 |
KiCAD MCP Server
Claim
A Model Context Protocol (MCP) server that enables AI assistants like Claude to…
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| 40725 |
Starbase MCP
Claim
Enables interaction with Starbase OS CRM through natural language, allowing use…
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| 40726 |
fallmotion-mcp
Claim
MCP server for foldkit, exposing 7-prime spine, κ-bands, and 6 fold operations …
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| 40727 |
codereview-mcp
Claim
An MCP server that lets AI agents review code using language models, supporting…
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| 40728 |
Currency MCP Server
Claim
Enables fetching real-time exchange rates between currencies and listing suppor…
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| 40729 |
mcp-current-repo
Claim
A proof-of-concept MCP server that scopes GitHub tools to the current repositor…
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| 40730 |
playwright-mcp-wsl
Claim
Drop-in WSL-safe wrapper for @playwright/mcp that prevents Chromium GPU crashes…
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| 40731 |
Due Diligence Assistant
Claim
Provide comprehensive due diligence support by integrating various data sources…
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| 40732 |
ncloud-mcp-server
Claim
Enables natural language management of Naver Cloud Platform infrastructure, cov…
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| 40733 |
AgentPay Pharos
Claim
A drop-in MCP skill that gives AI agents a real on-chain wallet on Pharos — che…
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| 40734 |
trades
Claim
Stock trades of U.S. Congress & executive-branch officials, with conflict flags…
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| 40735 |
Text classification API for AI agents. Classify text into topic categories with…
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| 40736 |
FinQ4Cn MCP Server
Claim
Provides free, open-source access to China A-share financial data for quantitat…
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| 40737 |
Spanish e-invoicing MCP server: VERI*FACTU, Facturae/FACe, SII, Crea y Crece B2…
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| 40738 |
nexflow-smf
Claim
Smart Meta-Facilitator for x402 payments on Base: route, verify, and settle pay…
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| 40739 |
remote-mcp-server
Claim
A template for deploying a remote MCP server on Cloudflare Workers with OAuth l…
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| 40740 |
c2padisclosure-mcp
Claim
Remote MCP for C2PA disclosure policy MCP, structured receipts, audit logs, and…
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| 40741 |
Vessel tracking for 750,000+ ships, with ownership, inspections, port records, …
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| 40742 |
mcp-jira
Claim
Provides JIRA issue search, retrieval, and update functionalities via MCP.
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| 40743 |
aemet-mcp
Claim
MCP server for AEMET — Spain's weather agency. Forecasts, CAP warnings, station…
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| 40744 |
Memora
Claim
Flashcards, quizzes, and cloze cards with spaced repetition, as an inline MCP A…
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| 40745 |
Teneo Book Generation
Claim
Generate complete nonfiction books with Teneo: outline, manuscript, cover, and …
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| 40746 |
Owned-target web security assessment MCP server for authenticated, high-frictio…
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| 40747 |
Druling MCP Server
Claim
A platform for building and managing MCP servers and REST APIs, enabling AI int…
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| 40748 |
doubao-seedream-mcp
Claim
封装豆包 Seedream 图像生成模型为 MCP 服务,支持文生图、图生图、组图及联网搜索生图,部署在 Cloudflare Workers 上
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| 40749 |
thaita
Claim
Analyze covered calls to pinpoint optimal strikes and expiration dates. Visuali…
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| 40750 |
A Forgejo MCP Server
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