MCP Server Quality Scores
Independent quality analysis of 64186 public MCP servers
Last updated 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61251 |
DatabricksMCP
Claim
A production-ready MCP server template with example tools for health check and …
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| 61252 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 61253 |
pg-health
Claim
Archived MCP server for PostgreSQL health monitoring; functionality merged into…
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| 61254 |
ProjectContext
Claim
A high-performance MCP server providing long-term memory storage with semantic …
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| 61255 |
Forge Engine
Claim
Design source-of-truth for AI coding agents to read a project's systems and pro…
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| 61256 |
searchconsole-mcp
Claim
A lightweight, fast MCP server for Google Search Console. Query search analytic…
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| 61257 |
msc-mcp
Claim
Enables retrieval of notifications from the Vietnamese Public Procurement Syste…
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| 61258 |
ClauseLens MCP
Claim
Enables Claude or Cursor to act as a contract analyst by providing tools for do…
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| 61259 |
Multimodal MCP Server
Claim
Enables MCP-compatible clients to leverage OpenAI's multimodal capabilities (vi…
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| 61260 |
pharos-paygate
Claim
Provides AI agents with a complete payments toolkit on the Pharos Atlantic Test…
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| 61261 |
MCP Apple Reminders
Claim
A macOS-only MCP server that exposes Apple Reminders to AI clients, enabling cr…
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| 61262 |
solidworks-mcp
Claim
Enables LLMs to automate SolidWorks (open/save parts, modify dimensions, export…
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| 61263 |
Calendly MCP Server
Claim
Enables interaction with Calendly's scheduling platform via MCP, allowing users…
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| 61264 |
mcp-github
Claim
MCP server for the GitHub REST API that enables interaction with repositories, …
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| 61265 |
MarketMind MCP
Claim
Provides real-time Indian stock market intelligence including NSE market status…
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| 61266 |
Neural-Stimulus
Claim
An MCP server that provides persistent semantic memory for LLMs by building a c…
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| 61267 |
homosaurus-mcp
Claim
An experimental MCP server connecting Claude to the Homosaurus V4 LGBTQ+ linked…
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| 61268 |
stillonline-mcp
Claim
MCP server for StillOnline uptime monitoring, enabling management of projects, …
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| 61269 |
bc-source-mcp
Claim
Exposes structured Microsoft Dynamics 365 Business Central source code (version…
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| 61270 |
ibkr-mcp
Claim
A read-only-by-default MCP server for Interactive Brokers that exposes account,…
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| 61271 |
Enables AI agents to search, recommend, and deliver professional stock photos f…
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| 61272 |
Linear MCP Server
Claim
An MCP server that integrates with Linear's API, enabling users to manage issue…
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| 61273 |
mcp-engram
Claim
Enables LLMs to build and explore a cognitive neuroscience-inspired knowledge g…
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| 61274 |
fpf-memory
Claim
This MCP server provides a deterministic index of the First Principles Framewor…
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| 61275 |
Enables natural language expense tracking and management via Claude Desktop, su…
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| 61276 |
YouTube MCP Server
Claim
Enables AI assistants to analyze YouTube channels, videos, transcripts, and con…
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| 61277 |
Exposes six Neo4j graph tools for tracing data lineage, checking compliance bou…
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| 61278 |
AI Act Sentinel
Claim
MCP server for EU AI Act compliance analysis — classify any AI system or workfl…
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| 61279 |
thailand-data-mcp
Claim
MCP server exposing Thailand data tools including official company-registry loo…
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| 61280 |
fallpx-mcp
Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 61281 |
nuki-mcp
Claim
MCP server for controlling Nuki Smart Locks via Home Assistant, enabling lock/u…
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| 61282 |
agent-shared-memory
Claim
Enables AI agents to share persistent memory via an MCP server using SQLite, su…
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| 61283 |
Enables AI agents to find vetted, daily-scored US residential real-estate inves…
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| 61284 |
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to…
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| 61285 |
bandiradar-mcp
Claim
Enables monitoring Italian public funding opportunities, normalizing them into …
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| 61286 |
ChatGPT To Codex
Claim
A local MCP runtime for macOS and Windows that enables ChatGPT to read, edit, s…
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| 61287 |
Meraki MCP Server
Claim
Exposes a curated subset of the Cisco Meraki Dashboard API to MCP-aware clients…
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| 61288 |
yandex-tracker-mcp
Claim
MCP server for Yandex Tracker API, enabling AI assistants to search, read, crea…
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| 61289 |
uikit-registry
Claim
MCP server enabling AI agents to search, retrieve details, and compare UI compo…
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| 61290 |
browser-mcp
Claim
Gives coding agents full control over a real Chrome browser, enabling navigatio…
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| 61291 |
Doc MCP Server
Claim
Enables AI agents to generate PDFs from Markdown or URLs, extract text, merge d…
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| 61292 |
FL Studio 2025 AI Bridge
Claim
Enables AI assistants to read and control FL Studio 2025 projects via file-base…
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| 61293 |
mcp-now
Claim
Provides tools to get the current date and time, with optional timezone support…
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| 61294 |
clbench-fireworks-rft
Claim
Enables reinforcement fine-tuning of Qwen3-8B on the CLBench poker task using t…
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| 61295 |
kappa-eeg-checker-mcp
Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 61296 |
mcp-multi-weather
Claim
MCP server for checking historical weather data for cities using OpenWeather AP…
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| 61297 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 61298 |
Enables AI assistants to search, filter, and extract job listings from LinkedIn…
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| 61299 |
mcp-react-toolkit
Claim
9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScri…
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| 61300 |
MCP server for browser debugging, inspection, and verification that streams con…
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