MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42551 |
Connect AI assistants to Acumatica ERP — 28 tools for queries, mutations, GIs, …
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| 42552 |
Haft
Claim
Haft is an MCP server that enforces engineering discipline for AI-assisted soft…
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| 42553 |
MySQL MCP Server
Claim
Enables AI agents to safely interact with MySQL/MariaDB databases, supporting r…
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| 42554 |
mcp-weather
Claim
Provides morning/lunch/evening weather and fine dust (PM10/PM2.5) data for mult…
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| 42555 |
threadwork
Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
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| 42556 |
write-like-me-mcp
Claim
Enables Claude to write in your personal style by learning from your local docu…
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| 42557 |
mcp-sbt-shell
Claim
Enables executing sbt commands in a persistent shell session for Scala projects…
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| 42558 |
xray-mcp-monitor
Claim
MCP server for checking reachability of nodes inside an Xray subscription by fe…
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| 42559 |
cissp-study-group
Claim
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
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| 42560 |
Cloud Architect
Claim
Provides cloud architecture analysis, recommendations, and artifacts (diagrams,…
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| 42561 |
unifi-mcp-server
Claim
UniFi semantic-analysis MCP — 54 tools on Site Manager API and Cloud Connector.…
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| 42562 |
Buddy MCP Server
Claim
MCP server for controlling compatible boards over Bluetooth serial, including D…
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| 42563 |
Verified Repo Memory
Claim
Stale-proof repository memory with citations + just-in-time verification + TTL …
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| 42564 |
Provides AI assistants with intelligent access to Transporeon's internal compan…
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| 42565 |
django-mcp-inspector
Claim
Exposes Django runtime information (settings, apps, URLs, models, migrations) a…
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| 42566 |
MCP Server on Vercel
Claim
A template for running Model Context Protocol servers on Vercel with Redis supp…
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| 42567 |
umami-mcp-server
Claim
MCP server for Umami Analytics that provides read-only tools to query website s…
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| 42568 |
DDG Web Search
Claim
Enables web search via DuckDuckGo and web content fetching through the Model Co…
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| 42569 |
Conventions MCP
Claim
Memory for coding conventions and standing instructions that persists across se…
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| 42570 |
omeka-s-mcp-sample
Claim
Integrates Omeka S API with Claude Desktop via MCP, enabling listing, creating …
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| 42571 |
vikunja-mcp
Claim
Connect your AI assistant to Vikunja, the open-source task manager. This MCP se…
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| 42572 |
vaspera-hardening
Claim
Enterprise certification for codebases with multi-agent security, reliability, …
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| 42573 |
Hubstaff MCP
Claim
Enables access to Hubstaff team time tracking, daily activities, screenshots, a…
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| 42574 |
MCP Object-Authz Lab
Claim
A self-hostable, vulnerable-by-design MCP server for learning how object-level …
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| 42575 |
Enables users to track expenses by adding, listing, and summarizing them with c…
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| 42576 |
trueai
Claim
Recommend and inspect AI SaaS apps from the TrueAI catalog (1,600+ apps) by nee…
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| 42577 |
Krystal Voice Caller
Claim
Drive a Krystal Voice Caller tenant from Claude, Cursor, or any MCP-aware agent.
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| 42578 |
Enables HR teams to query and manage employee leave through natural language us…
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| 42579 |
gdelt-mcp-server
Claim
Search and analyze global news coverage and US TV transcripts via the GDELT Pro…
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| 42580 |
omni-mcp-server
Claim
All-in-one MCP server: GitHub, Git, Slack, web fetch, memory, and filesystem. A…
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| 42581 |
A minimal MCP server template that runs on Cloudflare Workers + TypeScript, ena…
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| 42582 |
Magento MCP Server
Claim
Enables natural language queries about Magento store catalog, sales, and custom…
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| 42583 |
retrieval-lens
Claim
Black-box flight recorder for RAG retrieval inside MCP agents. Logs chunks, sco…
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| 42584 |
coredash
Claim
Real User Monitoring for Core Web Vitals. Query LCP, INP, CLS field data from r…
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| 42585 |
mcp-pvgis
Claim
Enables querying PVGIS solar radiation and typical meteorological year data thr…
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| 42586 |
robot-tool-mcp
Claim
Provides an MCP interface to the ROBOT command-line tool for OWL ontology editi…
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| 42587 |
users-mcp
Claim
A user management MCP server that enables CRUD operations on users stored in a …
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| 42588 |
2CaptchaMCP
Claim
Integrates with 2Captcha to solve various CAPTCHA types (image, reCAPTCHA, hCap…
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| 42589 |
WordPress MCP Server
Claim
Enables Claude Code to directly manage WordPress sites via natural language, in…
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| 42590 |
mcp-phish
Claim
Combines phish.net and phish.in APIs into twelve tools for setlists, songs, jam…
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| 42591 |
Analyzes file access times, duplicates, and sizes to identify rarely used files…
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| 42592 |
wt
Claim
Human Lineage MCP server — search and query the public genealogical graph of al…
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| 42593 |
CL Razorpay MCP Server
Claim
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
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| 42594 |
hilma-mcp
Claim
MCP server for Finnish public procurement notices (Hilma). Built by Aimiten.
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| 42595 |
SecPipe
Claim
Enables AI agents to orchestrate security research workflows by connecting to c…
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| 42596 |
SilentFail
Claim
Diagnose MCP servers — health checks, tool testing, token cost audits, conflict…
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| 42597 |
spotify-mcp
Claim
Conversational Spotify control from AI clients: play, queue, devices, playlists…
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| 42598 |
Superlinked MCP Server
Claim
Enables AI assistants to create and query multi-dimensional vector indexes from…
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| 42599 |
AgentPhone
Claim
Give AI agents phone numbers with messaging and voice calling capabilities.
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| 42600 |
Parts Finder MCP
Claim
Read-only MCP server for finding, comparing, and shortlisting engineering parts…
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