MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59701 |
walletconnect-mcp
Claim
Non-custodial EVM wallet bridge over WalletConnect: balances, signing, transact…
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| 59702 |
Enables creating and sharing Fellow Aiden brew profiles as brew.link URLs throu…
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| 59703 |
chelaile-mcp
Claim
A Chelaile-powered MCP server that lets LLMs query realtime bus and metro data …
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| 59704 |
Redacted Context MCP
Claim
Provides redacted access to a private local knowledgebase for coding agents, al…
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| 59705 |
sourcesage
Claim
SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes…
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| 59706 |
personal
Claim
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| 59707 |
whisper-mcp
Claim
MCP server that provides a transcribe_audio tool to convert voice messages from…
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| 59708 |
Google Calendar
Claim
Manage calendars and events in your Google account from your workspace. List, s…
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| 59709 |
data-aggregator-mcp
Claim
Search and fetch research datasets across Zenodo, DataCite (Dryad/Figshare/Data…
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| 59710 |
ai-governance-controls
Claim
AI governance controls as MCP tools for safety screening, risk classification, …
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| 59711 |
ms-sharepoint-mcp
Claim
Microsoft SharePoint MCP server — access sites, lists, and documents through Mi…
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| 59712 |
sevdesk-mcp
Claim
Integrates with the sevdesk German accounting API, providing 76 tools for full …
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| 59713 |
Gas Fee Predictor
Claim
Provides live Ethereum and Layer-2 gas fee data, ETH price, transaction cost es…
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| 59714 |
mcp-job-search
Claim
An MCP server that finds recent job postings based on your LinkedIn profile, sc…
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| 59715 |
Simple Python MCP Server
Claim
A simple MCP server implementation in Python using FastMCP and FastAPI, providi…
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| 59716 |
Playwright
Claim
Provides browser automation capabilities using Playwright, enabling LLMs to int…
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| 59717 |
Atlassian Trello MCP
Claim
MCP server for Trello that enables comprehensive management of boards, cards, l…
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| 59718 |
BlockbenchMCP
Claim
Enables AI assistants to build Minecraft models, textures, and animations direc…
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| 59719 |
fundos-mcp
Claim
AI-native MCP server for fund managers — deal pipeline, LP management, covenant…
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| 59720 |
Task Planner MCP Server
Claim
Enables AI assistants to create, manage, and break down tasks into subtasks wit…
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| 59721 |
Safie API MCP Server
Claim
Enables to retrieve device information, images, media, location, thumbnails, an…
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| 59722 |
tavily-server
Claim
A Model Context Protocol server that implements a simple notes system with reso…
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| 59723 |
image_mcp
Claim
Enables text-only LLMs to analyze images by routing them to an OpenAI-compatibl…
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| 59724 |
Word MCP Server
Claim
MCP server for real-time Microsoft Word document manipulation via COM automatio…
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| 59725 |
ActTrace
Claim
MCP server for EU AI Act compliance, providing risk classification of AI featur…
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| 59726 |
render_mcp
Claim
A guide to deploy a remote MCP server on Render.com and connect it to Anthropic…
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| 59727 |
mcp-excel
Claim
Enables querying Excel and CSV files using SQL via natural language, allowing A…
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| 59728 |
md2wechat-skill
Claim
Markdown to WeChat CLI | 一键排版发布到微信公众号:支持 40+ 排版样式和专业主题 、AI 配图 、批量发布
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| 59729 |
mcp-strava
Claim
Minimalist Strava integration for Claude with 7 focused tools for querying athl…
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| 59730 |
Reaper MCP
Claim
Provides AI-powered undetectable browser automation for data harvesting, bypass…
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| 59731 | — | |||||||||
| 59732 |
1Claw Vault
Claim
HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and th…
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| 59733 |
udir-mcp
Claim
Norwegian school (NSR) & kindergarten (NBR) registry data from UDIR.
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| 59734 |
An MCP server that runs in the browser, letting web pages register custom tools…
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| 59735 |
Convert Speech to Text using JigsawStack AI Models.
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| 59736 |
universal-image-mcp
Claim
MCP server for multi-provider AI image generation (AWS Bedrock, OpenAI, Google …
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| 59737 |
A read-only MCP server that connects to HubSpot to audit CRM data, diagnose Rev…
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| 59738 |
greptile
Claim
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| 59739 |
unified_mcp
Claim
A unified MCP server that mounts multiple MCP servers using an mcp.json configu…
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| 59740 |
SoilWise is an AI + IoT-powered agricultural system that helps farmers make dat…
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| 59741 |
CTFd MCP Server
Claim
A lightweight MCP server for interacting with CTFd instances, enabling AI tools…
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| 59742 |
google-maps-mcp-server
Claim
Production-ready MCP server for Google Maps Platform APIs, providing 11 tools f…
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| 59743 |
preset-mcp
Claim
MCP server for Preset (managed Apache Superset). Manage dashboards, charts, and…
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| 59744 |
openwebninja-mcp
Claim
Official MCP server for OpenWeb Ninja APIs - 40+ real-time web data and SERP AP…
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| 59745 |
qflow
Claim
qflow is an MCP server that transforms AI editors into project managers with 50…
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| 59746 |
tiingo-mcp
Claim
An MCP server that wraps the Tiingo financial data API, enabling access to stoc…
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| 59747 |
simple-email-mcp
Claim
Enables users to manage email accounts via IMAP/SMTP, including reading, search…
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| 59748 |
kaken-mcp-server
Claim
MCP server for querying the Japanese KAKEN database of scientific research gran…
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| 59749 |
MCP Data Gateway
Claim
A unified data gateway MCP server that enables Claude to interact with multiple…
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| 59750 |
heor-agent
Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
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