MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46551 |
minipainter
Claim
Local-first miniature-paint inventory and cross-brand color matching for AI age…
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| 46552 |
syncause-debug-mcp
Claim
Enables AI agents to query runtime debugging facts (stack traces, logs, functio…
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| 46553 |
A robust MCP server for real-time sentiment analysis with AI-powered insights, …
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| 46554 |
kusto-mcp
Claim
Enables AI assistants to query Azure Data Explorer using natural language, elim…
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| 46555 |
An MCP server that enables AI assistants to interact with Amazon Connect contac…
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| 46556 |
Magni MCP Server
Claim
Enables AI-powered browser automation and test development within the Magni aut…
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| 46557 |
hide1
Claim
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| 46558 |
MakeMeBetter AI
Claim
Manage your MakeMeBetter AI tasks, habits, and goals from your AI assistant.
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| 46559 |
mysql-mcp
Claim
Feature-rich MCP server for MySQL and MariaDB with multi-connection support. Co…
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| 46560 |
book-source-rule-mcp
Claim
An MCP-based rule parsing engine for creating book sources, supporting CSS sele…
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| 46561 |
proposalcraft
Claim
Draft client proposals in your own voice from a new brief, based on your saved …
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| 46562 |
Garmin MCP Server
Claim
Connects to Garmin Connect and exposes fitness and health data (activities, ste…
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| 46563 |
mcp-cybersec-server
Claim
MCP server that supports cybersecurity operations by providing CVE lookup, risk…
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| 46564 |
reliefweb-mcp-server
Claim
Search ReliefWeb humanitarian reports, disasters, jobs, training, and country p…
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| 46565 |
mcp-the-guardian
Claim
Enables searching and retrieving articles, sections, and tags from The Guardian…
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| 46566 |
Athena
Claim
A project-aware, capability-driven advisory framework for AI coding assistants,…
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| 46567 |
Hermes Google MCP Server
Claim
Lightweight MCP server for Google Workspace (Calendar, Gmail, Drive) designed f…
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| 46568 |
MCP server for SAP Cloud ALM, providing 54 tools across 9 services to manage fe…
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| 46569 |
ActTrace
Claim
MCP server for EU AI Act compliance, providing risk classification of AI featur…
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| 46570 |
xhs-mcp-light
Claim
A lightweight MCP server that lets AI assistants publish notes to Xiaohongshu (…
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| 46571 |
Datadog MCP Server
Claim
Enables interaction with Datadog APIs through natural language, supporting full…
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| 46572 |
remote-mcp-server
Claim
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 46573 |
MMWRAG
Claim
Bilingual RAG for scientific literature with search-only MCP server. Enables hy…
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| 46574 |
mcp-microsoft-todo
Claim
MCP server for Microsoft To Do via Microsoft Graph. MSAL device code flow, no c…
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| 46575 |
CogniResearch
Claim
An MCP server for academic research combining local document search with Semant…
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| 46576 |
agentshield-mcp
Claim
Real-time smart contract security for autonomous AI agents, offering tools for …
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| 46577 |
Elasticsearch MCP Server
Claim
Enables interaction with Elasticsearch clusters for health checks, index manage…
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| 46578 |
perplexity-mcp
Claim
A Type 3 DAuth MCP server for Perplexity AI API that provides web search, chat,…
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| 46579 |
DM3 MCP Server
Claim
An MCP server for the DM3 game engine that enables AI assistants to create, bui…
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| 46580 |
MCP Kandinsky
Claim
Generates images from text prompts using the Kandinsky neural network API, with…
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| 46581 |
Meta Ads MCP Server
Claim
Enables management and analysis of Meta (Facebook/Instagram) ads through natura…
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| 46582 |
mcp-timer-server
Claim
Provides accurate system time to LLM applications with multi-timezone support v…
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| 46583 |
mcp
Claim
Profile, CV, jobs, compensation & application-tracking tools for AI agents, by …
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| 46584 |
AI-SyncForge
Claim
A LAN multi-AI collaborative development ecosystem connecting tools like Cursor…
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| 46585 |
Weather MCP Server
Claim
Provides real-time weather, forecasts, historical data, and air quality for AI …
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| 46586 |
drawx-mcp-server
Claim
Generate draw.io diagrams and architecture designs from natural language, via t…
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| 46587 |
Thunderbit MCP lets AI agents search, scrape, and extract structured data from …
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| 46588 |
An MCP server for obtaining the README content, metadata and search function of…
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| 46589 |
xhelio-cdaweb
Claim
NASA CDAWeb data access for heliophysics — browse observatories, inspect parame…
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| 46590 |
token-scout
Claim
Discovers LLM models in real time from cloud providers and local Ollama instanc…
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| 46591 |
MCP Playground
Claim
Research and analysis toolkit offering real-time data access via MCP, including…
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| 46592 |
jt-mcp-server
Claim
MCP server that equips AI agents with dev workflow tools including GitHub proje…
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| 46593 |
MCP server to attach PDF status reports to file columns on Monday.com items.
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| 46594 |
PowerShell EX
Claim
MCP server for advanced PowerShell integration with AI agents, enabling autonom…
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| 46595 |
lsp-tools-mcp
Claim
Exposes Language Server Protocol (LSP) tools such as diagnostics, goto definiti…
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| 46596 |
repo-seatbelt
Claim
Runtime safety guardrails for AI coding agents. Checks file access, validates s…
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| 46597 |
Enables users to track expenses by adding, listing, and summarizing them with c…
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| 46598 |
latent-lounge-mcp
Claim
Gives AI agents access to The Latent Lounge, an arcade, dueling hall, and philo…
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| 46599 |
ADA Turbo
Claim
Provides a complete agency operating system with 20+ roles (strategy, creative,…
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| 46600 |
demo
Claim
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