MCP Server Quality Scores
Independent quality analysis of 66447 public MCP servers
Last updated 7 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63001 |
industrylens-mcp
Claim
Browse IndustryLens's published competitive-intelligence reports and head-to-he…
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| 63002 |
Office-Word-MCP
Claim
A Model Context Protocol server for enterprise-grade document automation, enabl…
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| 63003 |
abap-mcp
Claim
An MCP server that connects AI assistants to SAP systems via the ADT REST API, …
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| 63004 |
Local Knowledge Desk
Claim
A local MCP server for managing Markdown notes, enabling create, list, read, se…
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| 63005 |
grok-search-mcp
Claim
MCP server that enables coding agents to search X/Twitter and the web through t…
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| 63006 |
steam-mcp
Claim
Exposes Steam Web API tools as MCP resources for Claude Code, Claude Desktop, a…
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| 63007 |
zee5-catalog-mcp
Claim
Provides synthetic catalog search, metadata retrieval, similar titles, trending…
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| 63008 |
codemap-3d
Claim
MCP server that parses source code into a graph of symbols and relationships, e…
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| 63009 |
seedflip
Claim
100+ curated design systems for AI coding agents. Design taste, not guesswork.
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| 63010 |
AppDynamics MCP Server
Claim
A Model Context Protocol server that gives LLM clients full access to your AppD…
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| 63011 |
Podcast Index MCP
Claim
Wraps the Podcast Index API (podcastindex.org) to enable AI agents to search an…
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| 63012 |
oscilloscope-mcp
Claim
AI-driven USB oscilloscope control via FastMCP, enabling waveform capture, CSV …
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| 63013 |
Cart MCP Server
Claim
MCP server for the Cart e-commerce intelligence API, enabling AI agents to sear…
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| 63014 |
mcp-arcgis-orovalley
Claim
Enables querying and exploring ArcGIS geospatial data from Town of Oro Valley, …
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| 63015 |
gdb-mcp
Claim
Enables AI agents to debug C/C++ programs with GDB or LLDB, supporting breakpoi…
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| 63016 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 63017 |
canada-aida-ai-mcp
Claim
Canada Aida Ai automation via MCP. Includes classify ai system, impact assessme…
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| 63018 |
mcp-krs
Claim
MCP server for the Polish company register (KRS) via the official Ministry of J…
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| 63019 |
Topaz MCP Server
Claim
Create Topaz AI tasks through RunAPI — 2 endpoints, 2 models — then poll status…
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| 63020 |
tokenless-zendesk-mcp
Claim
MCP server that authenticates via browser session cookies to access Zendesk's R…
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| 63021 |
neo4jmcp
Claim
Explore and query Neo4j graphs with Cypher. Discover schema, run read operation…
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| 63022 |
Visily MCP
Claim
Brings Visily designs into AI coding agents, enabling design-to-code generation…
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| 63023 |
jobs-winterchill-mcp
Claim
An MCP server for searching UK tech jobs from the winterchill catalog, enabling…
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| 63024 |
opengrok-mcp
Claim
Enables LLMs to query OpenGrok for source code searches, including definitions,…
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| 63025 |
rocketmatter-mcp
Claim
Enables interaction with Rocketmatter legal practice management via natural lan…
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| 63026 |
seocli
Claim
Enables AI agents to crawl and audit websites for SEO issues, returning structu…
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| 63027 |
Ged Invest MCP
Claim
An MCP server for construction tools that calculates wall formwork material tak…
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| 63028 |
mcp-rules-server
Claim
MCP server that provides code validation rules and analysis for various stacks/…
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| 63029 |
Firewall AIops
Claim
Governed OPNsense + pfSense firewall ops: rules, NAT, VPN, DHCP, RCA. 35 tools.
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| 63030 |
Finance MCP Server
Claim
Enables fetching financial statements (Income Statement, Balance Sheet, Cash Fl…
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| 63031 |
Gradus Notation
Claim
Render music notation (SVG/MusicXML/MIDI) + theory search. Free tool from the G…
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| 63032 |
algokiller-plugin
Claim
ARM64 trace evidence analysis & cipher algorithm recovery — Claude Desktop plug…
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| 63033 |
code-index-mcp
Claim
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| 63034 |
civ6mcp
Claim
Enables Claude to access real-time Civilization VI game data for strategic anal…
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| 63035 |
AI-driven portfolio dashboard and MCP server for the Casper blockchain, enablin…
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| 63036 |
agentify
Claim
Turn any OpenAPI / Swagger spec into an agent-ready MCP server.
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| 63037 |
Smartsheet MCP Server
Claim
Enables AI agents to read and write Smartsheet data, with support for remote HT…
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| 63038 |
pinoox-mcp
Claim
MCP server for the Pinoox PHP HMVC platform, giving any MCP-compatible AI clien…
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| 63039 |
AccessibilityAI
Claim
Autonomous WCAG 2.1 accessibility auditor that scans, fixes, re-verifies, and g…
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| 63040 |
Trilium MCP Server
Claim
Brings your Trilium Notes knowledge base into Claude Desktop, enabling full-tex…
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| 63041 |
MCP Financial Analyst
Claim
Enables financial analysis by fetching real market data from Yahoo Finance, com…
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| 63042 |
mcp-system-summary
Claim
Provides structured instructions to Cursor for generating comprehensive system …
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| 63043 |
jama-mcp-server
Claim
Read-only MCP server that allows interaction with a Jama Connect instance via t…
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| 63044 |
mcp-alphafold
Claim
Provides access to AlphaFold predicted protein 3D structures from EBI, enabling…
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| 63045 |
TDD MCP Server
Claim
Enables AI agents to run Jest/TypeScript tests in isolated workspaces for Test-…
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| 63046 |
MCP Tienda Nube
Claim
MCP server that exposes all 111 endpoints of the Tienda Nube API as tools for C…
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| 63047 |
Air-gapped Markdown/PDF to Word converter with brand templates and audit loggin…
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| 63048 |
markdown-mcp
Claim
Splits Markdown documents into hierarchical sections with parent-child and sibl…
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| 63049 |
aria-mcp-trafik-dk
Claim
Provides access to real-time Danish road traffic events, roadworks, and queues …
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| 63050 |
veeam-ports-mcp
Claim
Provides structured access to Veeam product network port requirements. Enables …
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