MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54351 |
garu-mcp
Claim
An MCP server for the Garu payment platform. Create charges, manage customers, …
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| 54352 |
MCP Shell Server
Claim
Enables secure execution of whitelisted shell commands through MCP, with suppor…
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| 54353 |
korea-health-mcp-server
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Enables natural language querying of Korean public medical data (data.go.kr) th…
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| 54354 |
openclaw-mcp
Claim
MCP server for Claude Code to interact with OpenClaw AI agents (Daemon, Soren, …
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| 54355 |
agent-auth
Claim
Zero-knowledge credential injection for AI agents. Your agent authenticates to …
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| 54356 |
outdooriq-mcp
Claim
Paid MCP for fishing/lake/stocking intelligence — 72k+ US lakes, 293k+ events.
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| 54357 |
Enables control of a Linak standing desk through natural language, allowing hei…
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| 54358 |
uniprot-mcp
Claim
Provides seamless access to UniProtKB protein data, enabling querying of protei…
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| 54359 |
FOFA MCP Server
Claim
MCP server for querying the FOFA API, enabling network asset search and account…
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| 54360 |
Provides tools for accessing, comparing, and analyzing GitHub repository releas…
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| 54361 |
adl-context-collector
Claim
MCP server providing persistent memory for LLMs via semantic search over captur…
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| 54362 |
claude-dev-suite
Claim
Specialized agents, MCP servers, skills, and a visual dashboard for Claude Code…
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| 54363 |
ollama-websearch-mcp
Claim
Enables performing web searches and fetching web page content via Ollama's host…
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| 54364 |
Cartena MCP Server
Claim
Enables AI clients like Claude to interact with Cartena tools via MCP, supporti…
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| 54365 |
music21-mcp-server
Claim
A multi-interface music analysis server providing MCP, HTTP, CLI, and Python in…
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| 54366 |
local-file-manager
Claim
Enables AI clients to manage and manipulate text files in a secure local direct…
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| 54367 |
patchwork-deepmind
Claim
MCP server for the Behringer DeepMind 12 synthesizer. Gives AI agents real-time…
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| 54368 |
siyuan-ai-mcp-bridge
Claim
Provides a local MCP stdio server that enables AI clients to read, search, crea…
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| 54369 |
Everclear MCP Server
Claim
Provides Claude AI with direct access to Everclear.org's API endpoints for quer…
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| 54370 |
Enables Claude to generate images on demand using the FLUX.1-schnell model, sup…
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| 54371 |
mcp-server-freee
Claim
Enables AI agents to interact with the freee accounting API, offering tools for…
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| 54372 |
mcp-meteo
Claim
Provides real-time weather and forecasts via Open-Meteo, supporting queries by …
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| 54373 |
integrity-checker-mcp
Claim
MCP server for the CMS File Integrity Checker. Enables users to submit and quer…
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| 54374 |
Strava Coach MCP Server
Claim
Enables AI assistants to access Strava running data, route planning, and weathe…
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| 54375 |
Weather MCP Server
Claim
Enables Claude Desktop to query real-time weather information and forecasts via…
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| 54376 |
mcp-query
Claim
A local MCP server for secure database querying from Claude Code, with Apple Ke…
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| 54377 |
mcp-leclerc-drive
Claim
MCP server for E.Leclerc Drive that enables searching products, managing a cart…
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| 54378 |
custom-mcp-server
Claim
Production MCP server for data annotation workflows, exposing six tools backed …
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| 54379 |
Google Sheets MCP Server
Claim
Enables AI assistants to interact with Google Sheets, performing operations lik…
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| 54380 |
OpenProject MCP Server
Claim
Enables AI agents to manage OpenProject projects, work packages, activities, an…
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| 54381 |
iris-execute-mcp
Claim
MCP server for InterSystems IRIS that provides 8 tools including ObjectScript e…
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| 54382 |
Finance MCP Server
Claim
Enables financial calculations such as compound interest, loan EMI, and savings…
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| 54383 |
agent-mux
Claim
MCP server that manages interactive CLI agent pools using tmux, enabling creati…
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| 54384 |
Ping Principal MCP
Claim
Enables AI agents to request human input through native macOS dialogs for clari…
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| 54385 |
bloom-mcp
Claim
MCP server for Bloom Growth that allows users to update metrics, check scorecar…
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| 54386 |
agent-teams-ai
Claim
You're the boss, agents are your team. They handle tasks on their own, message …
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| 54387 |
mcp-ssh-tmux
Claim
A high-performance MCP server that manages persistent SSH sessions via a local …
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| 54388 |
prection
Claim
预测运势能力mcp
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| 54389 |
Scribe MCP
Claim
Transcribes audio/video files, generates summaries and structured knowledge ite…
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| 54390 |
kicad-mcp-pro
Claim
KiCad MCP Pro is an MCP server for KiCad EDA workflows. It lets AI agents autom…
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| 54391 |
SSH MCP Server
Claim
An MCP server that gives AI agents SSH capabilities to execute commands, transf…
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| 54392 |
chance-electro-pricing
Claim
Provides electrical pricing, cable sizing, and profitability analysis tools for…
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| 54393 |
Overlord MCP Server
Claim
MCP server for the Overlord C2 framework that gives AI agents 66+ tools for man…
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| 54394 |
audio-mcp
Claim
Local MCP server for macOS that captures microphone input and/or system audio o…
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| 54395 |
microsandbox-mcp
Claim
Connects AI agents to microsandbox for creating lightweight sandboxes, executin…
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| 54396 |
notify-mcp
Claim
Enables AI to send push notifications to your phone via a configurable gateway.…
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| 54397 |
mermaid-mcp
Claim
Renders Mermaid diagram markup to PNG images using Puppeteer/Chromium. Enables …
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| 54398 |
fabric-dw-mcp-cli
Claim
CLI and MCP server for administering Microsoft Fabric Data Warehouses and SQL A…
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| 54399 |
Office-PowerPoint-MCP
Claim
Enables AI assistants to programmatically create, manipulate, and analyze Micro…
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| 54400 |
wago-plc-mcp-server
Claim
MCP server that connects WAGO PLCs to LLM agents via the WDx/WDA REST API, enab…
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