MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38701 |
Control-PromotionMCP
Claim
Portable governance control-promotion CLI and MCP server.
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| 38702 |
ralph-loop-mcp
Claim
A cross-platform MCP server implementing the Ralph Loop iterative development t…
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| 38703 |
arcgis-lacounty
Claim
Enables AI agents to search and query Los Angeles County open geospatial datase…
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| 38704 |
withingsmcp
Claim
Privacy-first, unofficial Withings MCP server for AI health, sleep, activity an…
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| 38705 |
Cut Text
Claim
Provide a minimal MCP server scaffold to help developers quickly build and test…
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| 38706 |
Serverless MCP Framework
Claim
A framework to deploy MCP servers on AWS using serverless services like Lambda,…
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| 38707 |
carbon-factor-matcher
Claim
Enables carbon accounting by matching activities to emission factors via semant…
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| 38708 |
mixamo-mcp
Claim
Enables Claude Code to automate Mixamo: browse/search animations, upload custom…
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| 38709 |
time-mcp
Claim
Lightweight MCP server providing system time tools (current time, date, datetim…
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| 38710 |
mcp-tellus-search
Claim
Enables Claude to search for geo entities such as cities, airports, and hotels …
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| 38711 |
MCP Weather Server
Claim
Provides real-time weather information for any location using FastMCP.
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| 38712 |
Japan Data MCP
Claim
Enables AI agents to query Japanese public data (laws, corporations, statistics…
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| 38713 |
copilot-usage-mcp
Claim
Exposes GitHub Copilot premium request usage as an MCP tool, providing a breakd…
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| 38714 |
web-fetch-mcp
Claim
A web-fetch MCP server for LLM agents that fetches pages with an escalation lad…
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| 38715 |
mcp-kb-server
Claim
A Model Context Protocol server providing persistent memory, knowledge base, an…
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| 38716 |
mcp
Claim
AgisHub — pay-per-call tools for AI agents over x402 (USDC on Base). No API key.
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| 38717 |
Wolfram Language MCP
Claim
Enables mathematical computation via Wolfram Language/Mathematica integration, …
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| 38718 |
tossinvest-mcp
Claim
Toss Securities (토스증권) Open API MCP server for the Korean stock market. Support…
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| 38719 |
@reposit-bot/reposit-mcp
Claim
Enables AI agents to search, share, and vote on community knowledge solutions v…
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| 38720 |
companion-mcp-server
Claim
MCP server for Bitfocus Companion, enabling AI assistants to control buttons, t…
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| 38721 |
Roboflow MCP Server
Claim
A Model Context Protocol server that gives AI coding agents programmatic access…
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| 38722 |
youtube-mcp
Claim
Fast, minimal YouTube 'watch' engine for AI agents that extracts clean transcri…
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| 38723 |
base-gas-mcp
Claim
Enables agents to fetch live Base mainnet gas prices by paying $0.001 USDC per …
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| 38724 |
webdev-mcp
Claim
Provides web development tools including taking screenshots and listing screens…
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| 38725 |
bookmark-mcp
Claim
A bookmark management MCP server that enables saving, searching, and managing b…
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| 38726 |
vigil-fraud-alert
Claim
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| 38727 |
Owlyn MCP
Claim
Time-aware work sessions for AI agents.
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| 38728 |
mcp-me
Claim
Transforms professional data (CV, projects) into MCP tools for LLMs to query, l…
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| 38729 |
mcp-server
Claim
Your team's knowledge, always in context. SOPs, coding standards, and workflows…
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| 38730 |
ableton-and-max-mcp
Claim
Enables Claude AI to control Ableton Live and Max for Live, allowing music prod…
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| 38731 |
disclos-eu-ai-act
Claim
Lets AI assistants classify an AI system under the EU AI Act, returning risk ti…
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| 38732 |
product-spec-mcp
Claim
Prevents premature AI coding by transforming vague product ideas into structure…
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| 38733 |
mcp-rentcast
Claim
Wraps the Rentcast API to provide real estate data access for AI agents through…
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| 38734 |
mcp-toolkit-hub
Claim
MCP hub server that aggregates tools from multiple domain packages into a singl…
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| 38735 |
gliana-mcp-remote
Claim
Hosted MCP server for browsing the GlianaAI model catalog with zero setup, prov…
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| 38736 |
telegram-mcp
Claim
Enables LLMs to send notifications and receive responses via Telegram.
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| 38737 |
mcp-server-ddd-template
Claim
A template MCP server using Domain-Driven Design, providing Bitcoin fee recomme…
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| 38738 |
mem.ai MCP Server
Claim
Enables AI assistants to interact with mem.ai memory through a standardized int…
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| 38739 |
Firefly III MCP Server
Claim
Enables interaction with Firefly III personal finance tools through natural lan…
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| 38740 |
Real-time salary data, job market trends, resume review, interview prep, and ca…
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| 38741 |
gesetzessuche
Claim
MCP server for accessing and searching German federal law documents from gesetz…
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| 38742 |
Provides tools for RAG-based financial document retrieval, financial calculatio…
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| 38743 |
mcp-coco
Claim
Bridges OpenClaw and Hermes Agent, enabling multi-turn conversations, messaging…
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| 38744 |
near-contract
Claim
Enables Claude to interact with NEAR smart contracts: read state, call view met…
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| 38745 |
effect-mcp
Claim
A Model Context Protocol server that provides real-time access to Effect ecosys…
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| 38746 |
teams-mcp-server
Claim
Enables AI assistants to manage Microsoft Teams through the Graph API, includin…
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| 38747 |
mcp-cybersec-watchdog
Claim
Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST …
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| 38748 |
enlace_connector
Claim
Deploy Python functions as authenticated MCP connectors for Claude.ai and other…
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| 38749 |
ftp-mcp
Claim
An enterprise-grade MCP server for FTP and SFTP operations optimized for AI cod…
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| 38750 |
uniprot-link
Claim
An MCP server that grounds protein research in the UniProt SPARQL endpoint, pro…
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