MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43151 |
Provides persistent, searchable memory for AI agents across sessions using a fo…
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| 43152 |
squish
Claim
Converts video into timestamped contact sheets, enabling AI agents to navigate …
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| 43153 |
gateonai-mcp-server
Claim
Search 2,756+ verified AI tools, generate step-by-step AI workflows, compare to…
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| 43154 |
cat-hotel-mcp
Claim
A text-based cat hotel management game for AI, where you act as a temporary man…
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| 43155 |
Unity MCP Claude Code
Claim
Enables Claude to control Unity Hub and Editor headlessly, allowing automated g…
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| 43156 |
MCP STDIO Webhook Server
Claim
A lightweight MCP server that accepts event envelopes, maps them to configurabl…
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| 43157 |
mc-server-demo
Claim
A Model Context Protocol (MCP) server that retrieves the latest documentation o…
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| 43158 |
openrouter-imgen-mcp
Claim
Gives AI assistants image generation and editing capabilities through OpenRoute…
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| 43159 |
Vault as MCP
Claim
An Obsidian plugin that runs an MCP server, enabling external LLM tools to read…
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| 43160 |
beautiful-pdf-mcp
Claim
MCP server that lets AI agents produce print-ready, typographically correct PDF…
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| 43161 |
MCP server for high-fidelity code audits, refactoring, and architectural analys…
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| 43162 |
Enables querying the SE Ranking API for SEO data and analytics using natural la…
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| 43163 |
MCP server for querying Foxhound traces from Claude Code, Cursor, and other MCP…
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| 43164 |
Enables interaction with Microsoft Copilot Studio Agents through the Direct Lin…
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| 43165 |
Mark Reynolds
Claim
Post-quantum document anchoring for AI agents. Anchor any SHA-256 hash to
Algor…
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| 43166 |
reaper-mcp
Claim
An MCP server that gives Claude Code (or any MCP client) full control of Reaper.
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| 43167 |
Superset MCP Server
Claim
Enables AI to create and manage Apache Superset dashboards, including adding ch…
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| 43168 |
Flighty MCP
Claim
Enables AI assistants to access and manage your Flighty flight data directly fr…
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| 43169 |
PSKit
Claim
Neural-safe PowerShell automation server for AI agents, enabling file managemen…
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| 43170 |
meticulous-mcp
Claim
MCP server for controlling Meticulous espresso machines via Claude and other AI…
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| 43171 |
kanban-agent
Claim
Attaches a file-based kanban workflow to any project, allowing agents to create…
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| 43172 |
Fetch MCP Server
Claim
Enables LLMs to fetch and extract web content using browser automation, OCR, an…
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| 43173 |
WorkTracker MCP Server
Claim
Enables natural language time tracking and booking for WorkTracker via MCP tool…
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| 43174 |
Okta-MCP
Claim
A production-ready MCP server for Identity and Access Management with Okta inte…
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| 43175 |
OmniDocs RAG
Claim
Enables AI agents to index and search local files, websites, GitHub repos, and …
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| 43176 |
trocco-mcp-tools
Claim
Read-only MCP tools for TROCCO API, enabling workflow and BigQuery datamart aud…
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| 43177 |
gpt-researcher-mcp
Claim
Wraps the gpt-researcher tool as an MCP server, enabling automated web research…
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| 43178 |
sample-mcp
Claim
A sample MCP server built with NestJS and TypeScript, demonstrating a ping tool…
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| 43179 |
Books API MCP Server
Claim
MCP server that exposes book management tools for AI assistants, enabling CRUD …
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| 43180 |
gpt-image-2-combined
Claim
Enables generating images from text prompts using OpenAI's GPT-Image-2 model wi…
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| 43181 |
local-datasource
Claim
将akshare、yfinance、wbgapi、arxiv等免费公开接口封装为4个标准MCP工具,使支持MCP的智能体无需第三方账号和云额度即可直接查询金融…
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| 43182 |
Unstorage MCP Server
Claim
Enables key-value storage operations using multiple backends (memory, filesyste…
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| 43183 |
arcgis-marioncountyor
Claim
Enables access to Marion County, Oregon open geospatial data (parcels, addresse…
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| 43184 |
Cognitive Core
Claim
Enables AI agents with persistent, multi-layer memory, multi-agent collaboratio…
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| 43185 |
mcp-arcgis-darlington
Claim
Provides access to Darlington County, South Carolina open geospatial data via A…
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| 43186 |
HP ALM MCP Server
Claim
Enables AI agents to interact with HP ALM / Quality Center for QA workflows inc…
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| 43187 |
TrustLayer MCP Server
Claim
Provides read-only access to TrustLayer's public API, enabling users to query a…
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| 43188 |
Canvas MCP Server
Claim
Connects Claude to the Canvas LMS REST API, enabling natural language queries a…
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| 43189 |
starlink-blade-mcp
Claim
Local-first Starlink dish monitoring and control via the Model Context Protocol…
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| 43190 |
CloudTypeJ MCP Server
Claim
MCP server providing calculator, user list, and statistics tools with Bearer To…
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| 43191 |
Casino Kings MCP Server
Claim
Wraps bitcoincasinokings.com APIs to enable natural language queries for casino…
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| 43192 |
attio-mcp
Claim
Enables interaction with Attio CRM through natural language, using a Code Mode …
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| 43193 |
mcp-nixreview
Claim
A safety gate for agent-proposed NixOS configuration changes, grading security-…
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| 43194 |
DA Admin MCP Server
Claim
An MCP server that provides tools for interacting with the Document Authoring A…
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| 43195 |
MCP server built with Mastra that analyses all URLs of a website from a given U…
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| 43196 |
linkedin-outreach-agent
Claim
An MCP server that enables agent-driven LinkedIn outreach across multiple accou…
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| 43197 |
Enables AI agents to analyze PCAP files for network forensics using Wireshark/t…
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| 43198 |
Enables natural language management of Binance USDS-margin futures trading, inc…
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| 43199 |
BioLab MCP Server
Claim
Unified MCP server providing AI-agent-ready access to AlphaFold, PubMed, ChEMBL…
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| 43200 |
crew_research
Claim
Enables deep web research, verification, and structured report generation with …
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