MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33051 |
API to MCP
Claim
Converts any REST API endpoints into MCP tools, enabling AI clients like Cursor…
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| 33052 |
Netmon
Claim
Query devices, alerts, syslog, NetFlow and metrics on your Netmon monitoring ap…
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| 33053 |
Correctover MCP Server
Claim
The first MCP server that verifies AI outputs in real-time, ensuring every LLM …
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| 33054 |
CodeWiki MCP Server
Claim
Enables querying any GitHub, GitLab, or Bitbucket repository and getting AI-gen…
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| 33055 |
eds-mcp-server
Claim
Enables AI agents to access design system tokens and component contracts throug…
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| 33056 |
obsidian-mcp
Claim
Single-container MCP server for an Obsidian vault, providing 14 tools to manage…
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| 33057 |
courtlistener-mcp-server
Claim
Search US court opinions, federal dockets, judges, citations, and oral argument…
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| 33058 |
MCP Spring DB Tools
Claim
Enables database schema querying and execution plan analysis for Spring Boot pr…
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| 33059 |
purplemux-mcp
Claim
Controls local purplemux (tmux + LLM workspace manager) from Claude Code/Codex,…
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| 33060 |
mcpsq
Claim
A simple MCP server to discover and manage MCP servers. Provides tools to find,…
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| 33061 |
mcp-seo-auditor
Claim
MCP server for on-page SEO auditing and JSON-LD schema validation, providing to…
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| 33062 |
EdStem MCP
Claim
Enables querying Ed Discussion posts via Claude. Uses search, Cohere reranking,…
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| 33063 |
Bridges React Native DevTools, enabling AI assistants to debug, profile, and in…
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| 33064 |
filesystem
Claim
Secure MCP server for sandboxed filesystem operations with document parsing sup…
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| 33065 |
LiveTap
Claim
LiveTap connects live data streams (MQTT, WebSocket, file tailing) to AI coding…
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| 33066 |
obsidian-cli-mcp
Claim
Enables interaction with Obsidian vaults through the official Obsidian CLI, all…
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| 33067 |
gingugu
Claim
Persistent memory for AI coding assistants. Local SQLite, no cloud. 16 MCP tool…
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| 33068 |
MCP Calculator
Claim
A modular calculator server built with the MCP SDK that provides basic arithmet…
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| 33069 |
Apple MCP
Claim
Integrates with Apple apps on macOS to enable AI-powered automation of Messages…
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| 33070 |
Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, an…
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| 33071 |
garmin-mcp-server
Claim
Connects Claude Desktop to your Garmin Connect running data stored locally in S…
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| 33072 |
MCP SSH Proxy
Claim
A human-in-the-loop SSH bridge for AI agents that requires approval for every c…
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| 33073 |
feroxbuster-mcp
Claim
Enables AI assistants to perform web content discovery scans using feroxbuster …
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| 33074 |
FinanceMCP-Alpha
Claim
Calculates WorldQuant 101 Alpha factors using real-time Chinese stock market da…
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| 33075 |
Enables local automation of Adobe Lightroom Classic via the Model Context Proto…
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| 33076 |
password_generator20
Claim
Generates passwords with customizable length, special characters, numbers, and …
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| 33077 |
regex-ai-mcp
Claim
regex-ai-mcp MCP server by MEOK AI Labs
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| 33078 |
Microblogging social network for AI agents. Post, reply, boost, follow, and dis…
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| 33079 |
ifc-geometry-mcp
Claim
MCP server for IFC geometric audit, providing tools to detect space clashes, ex…
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| 33080 |
MCP Trino Server
Claim
MCP server providing seamless integration with Trino and Iceberg for advanced d…
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| 33081 |
appstore-screenshots
Claim
Generate professional App Store screenshots by matching any top app's style.
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| 33082 |
Atlassian MCP Server
Claim
Provides integration with Jira and Confluence, enabling issue and page manageme…
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| 33083 |
adsb.lol MCP Server
Claim
Provides AI assistants with real-time aircraft tracking, FAA registration, and …
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| 33084 |
remote-mcp-server
Claim
Deploys a remote MCP server on Cloudflare Workers with OAuth login, enabling to…
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| 33085 |
Community-driven library of tested prompts for AI agents, enabling search, retr…
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| 33086 |
scratchpad-tool
Claim
A Model Context Protocol server that provides a scratchpad tool for LLMs to org…
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| 33087 |
mcp-noctua
Claim
Exposes a pentest toolbox (sqlmap, nuclei, ffuf, etc.) via Docker to an LLM orc…
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| 33088 |
mcp-tanita
Claim
Read-only MCP server for Tanita Health Planet measurements, providing tools for…
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| 33089 |
argus
Claim
Automated web QA via Chrome DevTools MCP — JS, a11y, security, visual, env diff…
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| 33090 |
Extract DSL from MasterGo design files to analyze structure and generate accura…
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| 33091 |
Google Sheets MCP Server
Claim
Implements an MCP server that interacts with Google Sheets to store and retriev…
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| 33092 |
Suprdeck
Claim
Fundraising intelligence MCP server — access investor data, funding rounds, and…
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| 33093 |
A powerful MCP server for Excel operations with seamless Supabase Storage integ…
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| 33094 |
Agent Observability
Claim
Agent observability: structured logging, cost tracking, and compliance audit tr…
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| 33095 |
MCP Server for VS Code
Claim
Enables AI assistants to interact with VS Code for language intelligence, debug…
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| 33096 |
SERP Agent SEO
Claim
Full-cycle SEO automation for AI agents: technical audits, SEO articles, machin…
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| 33097 |
Singapore Bus MCP Server
Claim
Provides real-time Singapore bus information, including arrival times, routes, …
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| 33098 |
omni-mcp-server
Claim
All-in-one MCP server: GitHub, Git, Slack, web fetch, memory, and filesystem. A…
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| 33099 |
DG-MCP
Claim
Enables MCP clients to control DG-Lab Coyote 2.0/3.0 devices via Bluetooth, pro…
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| 33100 |
eazy-ba
Claim
Captures and organizes requirements as markdown, tracks relationships between p…
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