MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48551 |
Enables searching and retrieving security conference papers from major venues (…
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| 48552 |
lilith-gmail
Claim
Enables semantic search, retrieval, and summarization of Gmail emails with priv…
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| 48553 |
databricks-sql-mcp
Claim
Enables AI assistants to execute SQL queries and explore databases, tables, and…
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| 48554 |
Hong Kong payments for AI agents — Alipay / WeChat Pay via Stripe. Never holds …
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| 48555 |
arai
Claim
Policy enforcement for AI coding agents derived from existing instruction files…
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| 48556 |
WinScript
Claim
State-aware Windows automation MCP server for AI agents, enabling app control, …
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| 48557 |
ops-copilot-mcp
Claim
A self-hosted MCP server providing a governed interface for AI agents to intera…
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| 48558 |
MCP Demo Project
Claim
A collection of MCP servers demonstrating math operations, weather data, and La…
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| 48559 |
overtone-news-mcp
Claim
Real-time news with tone analysis, brand safety, and narrative shift signals fo…
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| 48560 |
mcp-servicefusion
Claim
Enables AI-assisted field service management through the Service Fusion API, in…
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| 48561 |
A Model Context Protocol (MCP) server that exposes a professional profile — cer…
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| 48562 |
agent-cost-mcp
Claim
Tracks AI agent token usage and spending in real time, with budget alerts, per-…
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| 48563 |
AL-Go MCP Server
Claim
Enables intelligent access to AL-Go documentation, workflows, and domain expert…
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| 48564 |
ck3-strategy-advisor
Claim
Enables Claude to read Crusader Kings III save files and retrieve strategic gam…
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| 48565 |
Zoho Books Accounting
Claim
Manage Zoho Books contacts, items, estimates, and invoices directly from your w…
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| 48566 |
AdSense MCP
Claim
A Model Context Protocol (MCP) server that gives Claude Desktop direct access t…
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| 48567 |
codescan
Claim
Enables querying a Neo4j-based code graph for Python projects, providing tools …
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| 48568 |
MoonMCP
Claim
A scope-aware bug-bounty & reconnaissance MCP server that works out of the box …
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| 48569 |
Enables interacting with Feishu (Lark) multidimensional tables through MCP tool…
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| 48570 |
Copilot MCP
Claim
MCP server exposing 14 real-time financial data tools to Microsoft Copilot Stud…
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| 48571 |
Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt m…
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| 48572 |
Proxmox MCP Server
Claim
Enables AI assistants to monitor and manage Proxmox VE infrastructure, includin…
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| 48573 |
Notion MCP Server
Claim
A production-grade Notion MCP server with full CRUD, search, and schema validat…
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| 48574 |
ats-resume-writer
Claim
Rewrites resumes to beat ATS screening (Workday, Greenhouse, iCIMS, Taleo) agai…
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| 48575 |
Schedules, scores, odds, splits & explainable AI bet confidence — 8+ sports, fr…
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| 48576 |
penni-mcp
Claim
AI bookkeeper for small businesses. Connect your QuickBooks Online and manage y…
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| 48577 |
UniMCPSim
Claim
A universal MCP simulator that dynamically simulates API interfaces for various…
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| 48578 |
typescript-mcp-server
Claim
A TypeScript boilerplate for building Model Context Protocol (MCP) servers with…
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| 48579 |
walmart-mcp
Claim
A MCP server for Walmart Marketplace and Affiliate APIs, enabling sellers to ma…
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| 48580 |
local-mysql
Claim
Provides read-only access to a local MySQL database, enabling SQL queries, data…
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| 48581 |
RepoChatMCP
Claim
A zero-dependency MCP server that enables searching and reading local Claude Co…
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| 48582 |
YFinance MCP Server
Claim
A comprehensive MCP server that provides seamless access to Yahoo Finance stock…
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| 48583 |
test
Claim
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| 48584 |
Teamcenter MCP Server
Claim
Integrates with Teamcenter PLM using its REST API, enabling search, create, upd…
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| 48585 |
AccessibilityAI
Claim
Autonomous WCAG 2.1 accessibility auditor that scans, fixes, re-verifies, and g…
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| 48586 |
mcp-recall-md
Claim
Enables semantic search over local markdown note collections using vector embed…
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| 48587 |
StraitsX MCP Server
Claim
Provides bilingual (English/Chinese) access to StraitsX payment API documentati…
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| 48588 |
Bitbucket Server MCP
Claim
A professional MCP server for Bitbucket Server that enables automation of pull …
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| 48589 |
Enphase Solar MCP Server
Claim
Connects Claude Desktop to the Enphase Developer API v4 for read-only access to…
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| 48590 |
Reply.io
Claim
Reply.io is a sales engagement platform used by thousands of B2B sales teams to…
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| 48591 |
agent-openapi-mcp
Claim
Live OpenAPI runtime proxy that enables calling any REST API from MCP clients w…
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| 48592 |
mcp-nettools
Claim
A Model Context Protocol server that provides network diagnostics and scanning …
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| 48593 |
Stride28 Search MCP
Claim
Enables AI assistants to search real content from Xiaohongshu and Zhihu, suppor…
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| 48594 |
MySQL MCP Server
Claim
Enables Cursor AI to interact with MySQL databases through natural language, su…
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| 48595 |
GhostMap v2
Claim
Exposes AI-augmented network reconnaissance and evasion capabilities as callabl…
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| 48596 |
Arc Todo MCP
Claim
MCP server that wraps the Arc Todo REST API to manage tasks, knowledge, and wor…
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| 48597 |
deephr-mcp
Claim
Read-only MCP server that proxies deepHR's API to MCP clients, enabling interac…
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| 48598 |
VecGrep
Claim
Semantic code search MCP server that reduces token usage by ~95% by returning t…
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| 48599 |
Automatically extracts subtitles, captures screenshots at specified timestamps,…
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| 48600 |
mcp-alphafold
Claim
Provides access to AlphaFold predicted protein 3D structures from EBI, enabling…
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