MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 4 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56301 |
latent-lounge-mcp
Claim
Gives AI agents access to The Latent Lounge, an arcade, dueling hall, and philo…
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| 56302 |
Twitter/X scraping API for AI agents. Scrape public profiles (bio, stats, verif…
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| 56303 |
An MCP server for Blackpoint Cyber MDR platform, enabling management of securit…
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| 56304 |
mcp-apple-obsidian
Claim
A comprehensive Model Context Protocol (MCP) server for Obsidian on macOS. It p…
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| 56305 |
ContextBridge
Claim
Local-first code retrieval for AI agents — cuts codebase context from thousands…
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| 56306 |
HyperBrowser MCP
Claim
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| 56307 |
octen-mcp
Claim
URL to LLM-ready markdown — plus per-page category, page_structure, and query-d…
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| 56308 |
pingcheck-mcp
Claim
PingCheck status monitoring for AI agents. Read public pages or your own monito…
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| 56309 |
Offers real-time stock prices, sector and historical analysis, top performers f…
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| 56310 |
Ghost MCP Server
Claim
Enables to manage Ghost CMS instance using LLM interfaces. Supports comprehensi…
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| 56311 |
apple-reminders-mcp
Claim
Enables Claude to manage Apple Reminders on macOS, including creating, reading,…
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| 56312 |
Financial-statement integrity checks (footing, tie-out) for AI agents.
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| 56313 |
Smart Cities MCP Server
Claim
Enables AI agents to interact with IoT device data from a smart city, including…
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| 56314 |
Meta Kaggle MCP Server
Claim
Searches and retrieves information from Meta Kaggle dataset, including competit…
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| 56315 |
CryptoAgentMail
Claim
Hosted email MCP for AI agents with inboxes, send/receive, memory, recovery, an…
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| 56316 |
Peru vehicle auction catalog and AVT market valuations for VMC Subastas
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| 56317 |
repo-seatbelt
Claim
Runtime safety guardrails for AI coding agents. Checks file access, validates s…
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| 56318 |
mcp-nypl
Claim
Search and retrieve items from the NYPL Digital Collections by keyword or ID.
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| 56319 |
word-engine-mcp
Claim
A local MCP server that uses Word COM automation to perform tasks python-docx c…
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| 56320 |
Connect AI assistants to Acumatica ERP — 28 tools for queries, mutations, GIs, …
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| 56321 |
Haft
Claim
Haft is an MCP server that enforces engineering discipline for AI-assisted soft…
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| 56322 |
MySQL MCP Server
Claim
Enables AI agents to safely interact with MySQL/MariaDB databases, supporting r…
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| 56323 |
mcp-weather
Claim
Provides morning/lunch/evening weather and fine dust (PM10/PM2.5) data for mult…
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| 56324 |
threadwork
Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
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| 56325 |
write-like-me-mcp
Claim
Enables Claude to write in your personal style by learning from your local docu…
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| 56326 |
mcp-sbt-shell
Claim
Enables executing sbt commands in a persistent shell session for Scala projects…
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| 56327 |
xray-mcp-monitor
Claim
MCP server for checking reachability of nodes inside an Xray subscription by fe…
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| 56328 |
cissp-study-group
Claim
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
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| 56329 |
Cloud Architect
Claim
Provides cloud architecture analysis, recommendations, and artifacts (diagrams,…
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| 56330 |
unifi-mcp-server
Claim
UniFi semantic-analysis MCP — 54 tools on Site Manager API and Cloud Connector.…
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| 56331 |
Buddy MCP Server
Claim
MCP server for controlling compatible boards over Bluetooth serial, including D…
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| 56332 |
Verified Repo Memory
Claim
Stale-proof repository memory with citations + just-in-time verification + TTL …
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| 56333 |
Provides AI assistants with intelligent access to Transporeon's internal compan…
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| 56334 |
django-mcp-inspector
Claim
Exposes Django runtime information (settings, apps, URLs, models, migrations) a…
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| 56335 |
MCP Server on Vercel
Claim
A template for running Model Context Protocol servers on Vercel with Redis supp…
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| 56336 |
umami-mcp-server
Claim
MCP server for Umami Analytics that provides read-only tools to query website s…
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| 56337 |
DDG Web Search
Claim
Enables web search via DuckDuckGo and web content fetching through the Model Co…
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| 56338 |
Conventions MCP
Claim
Memory for coding conventions and standing instructions that persists across se…
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| 56339 |
omeka-s-mcp-sample
Claim
Integrates Omeka S API with Claude Desktop via MCP, enabling listing, creating …
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| 56340 |
vikunja-mcp
Claim
Connect your AI assistant to Vikunja, the open-source task manager. This MCP se…
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| 56341 |
vaspera-hardening
Claim
Enterprise certification for codebases with multi-agent security, reliability, …
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| 56342 |
Hubstaff MCP
Claim
Enables access to Hubstaff team time tracking, daily activities, screenshots, a…
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| 56343 |
MCP Object-Authz Lab
Claim
A self-hostable, vulnerable-by-design MCP server for learning how object-level …
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| 56344 |
Enables users to track expenses by adding, listing, and summarizing them with c…
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| 56345 |
trueai
Claim
Recommend and inspect AI SaaS apps from the TrueAI catalog (1,600+ apps) by nee…
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| 56346 |
Krystal Voice Caller
Claim
Drive a Krystal Voice Caller tenant from Claude, Cursor, or any MCP-aware agent.
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| 56347 |
Enables HR teams to query and manage employee leave through natural language us…
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| 56348 |
gdelt-mcp-server
Claim
Search and analyze global news coverage and US TV transcripts via the GDELT Pro…
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| 56349 |
omni-mcp-server
Claim
All-in-one MCP server: GitHub, Git, Slack, web fetch, memory, and filesystem. A…
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| 56350 |
A minimal MCP server template that runs on Cloudflare Workers + TypeScript, ena…
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