MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38001 |
design-review-mcp
Claim
Multi-model adversarial design review MCP server that distributes design docume…
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| 38002 |
Aster MCP Server
Claim
An MCP server for Aster Futures and Spot APIs, enabling AI agents to query mark…
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| 38003 |
SkillRepo
Claim
A permanent home for publishers. A curated skill library your team installs fro…
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| 38004 |
Cardano MCP Server
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A specialized gateway that simplifies Cardano blockchain integration for applic…
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| 38005 |
my-mcp-server-2025_1
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| 38006 |
cacheout-mcp
Claim
MCP server for macOS disk cache management. Enables AI agents to free disk spac…
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| 38007 |
Generates beautiful Xiaohongshu-style cover images via AI, integrated with MCP-…
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| 38008 |
mcp-homelab
Claim
An MCP server that gives AI assistants real-time access to your homelab infrast…
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| 38009 |
code-search
Claim
Semantic + lexical code search as an MCP server. Agents query in natural langua…
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| 38010 |
binance-intelligence-mcp
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MCP server providing 12 computed intelligence tools for Binance, including accu…
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| 38011 |
tutorial
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| 38012 |
Tripwire
Claim
Security gateway for MCP agents: blocks prompt-injection-driven tool calls befo…
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| 38013 |
Clueso
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Make videos and docs with your AI agent — describe what you need, every output …
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| 38014 |
Nexus Finance
Claim
Nexus Finance API — compliance audit, VaR/RWA risk, market quotes and case mana…
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| 38015 |
Colab MCP
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Enables AI coding assistants like Claude Code, Cursor, and Codex to share chat …
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| 38016 |
Meetings MCP Server
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Provides read-only access to Google Drive meeting transcripts and Google Calend…
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| 38017 |
Socials MCP
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Enables Claude to perform actions on X, LinkedIn, and Reddit via a Chrome exten…
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| 38018 |
bangla-news-mcp
Claim
A Model Context Protocol server that retrieves Bangla news headlines and allows…
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| 38019 |
web-tools-mcp-server
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Drop-in replacement for Claude's native web_search and web_fetch tools, resolvi…
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| 38020 |
Salesforce MCP Server
Claim
Enables natural language interaction with Salesforce for data operations, schem…
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| 38021 |
mcp-openidea-search
Claim
Enables federated search across 10 open-knowledge providers via Open Idea. User…
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| 38022 |
api-mock-generator
Claim
Enables instant creation of mock API servers from OpenAPI specs or natural lang…
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| 38023 |
instapaper-mcp
Claim
MCP server for saving URLs to Instapaper via the Instapaper Simple API.
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| 38024 |
reactome-mcp
Claim
Enables coding agents to interact with the Reactome pathway database, including…
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| 38025 |
CollabMCP
Claim
Provides shared real-time context for Claude Code agents, including scope aware…
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| 38026 |
MCP PR Recommender
Claim
Intelligent PR boundary detection and recommendation system that analyzes git c…
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| 38027 |
ChemDraw Server
Claim
Provides chemical informatics endpoints for converting between chemical names a…
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| 38028 |
mcp-semanticscholar
Claim
Enables AI agents to query the Semantic Scholar Academic Graph for scholarly pa…
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| 38029 |
clair
Claim
An MCP server that reduces token usage by lazily loading skills and tools only …
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| 38030 |
Enables AI co-pilots to interact with TradingView charts, manage alerts via RES…
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| 38031 |
notes-mcp
Claim
A simple MCP server for chatbot/human collaborative management of text content …
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| 38032 |
MCP server for Upwork job discovery, client analysis, and proposal assistance
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| 38033 |
mcpgate
Claim
A stateless gateway that turns any OpenAPI spec into MCP tools on the fly.
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| 38034 |
Homebox MCP Server
Claim
MCP server for managing Homebox inventory via AI assistants, enabling item mana…
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| 38035 |
LearnThat MCP
Claim
Remote MCP learning coach for coding agents.
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| 38036 |
mautic-mcp
Claim
A lightweight MCP server that connects Claude AI to Mautic marketing automation…
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| 38037 |
tt
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| 38038 |
An MCP server that enables LLM coding agents to deploy web applications to AWS …
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| 38039 |
fallscout-mcp
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Exposes sales outreach and psychological profiling tools (psyche, research, DMs…
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| 38040 |
viot-tasktisk
Claim
MCP server for qlda-viot task tracking, providing tools to view dashboard, upda…
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| 38041 |
nwtools-mcp
Claim
Provides accurate IPv4 subnet and address tools for LLMs using Python's ipaddre…
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| 38042 |
VideoGenerationMCP
Claim
An MCP server for video generation using Kling Omni and Seedance 2 via PiAPI, w…
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| 38043 |
Tldraw MCP Server
Claim
This project integrates tldraw with Claude AI using the Model Context Protocol …
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| 38044 |
voice-mcp
Claim
An MCP server for AI voice synthesis with an inline audio player, allowing user…
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| 38045 |
Executive Copilot
Claim
Aggregates data from email, calendar, tasks, and documents to enable intelligen…
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| 38046 |
RecourseOS
Claim
MCP server that evaluates Terraform plans, shell commands, and tool calls to as…
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| 38047 |
MCP Tool Hub
Claim
A desktop management platform for plugin management, log querying, service cont…
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| 38048 |
lightwave-mcp
Claim
Enables AI assistants to discover, connect to, and control LightWave3D Modeler …
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| 38049 |
Webex Bot MCP
Claim
Enables automated messaging, room management, and team collaboration through th…
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| 38050 |
markfetch-mcp
Claim
Enables AI agents to fetch any web page as clean markdown or screenshot it, tur…
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