MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41951 |
SEO Research MCP
Claim
Enables AI-powered IDEs to perform SEO research including backlink analysis, ke…
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| 41952 |
Microsoft Ads MCP Server
Claim
A Model Context Protocol (MCP) server for Microsoft Advertising (Bing Ads / Duc…
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| 41953 |
PT5 MCP Server
Claim
Enables parsing, analysis, and export of power measurement data from Monsoon Po…
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| 41954 |
mcp-paperless-ngx
Claim
A read-only and write MCP server for Paperless-ngx, enabling document listing, …
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| 41955 |
Stock Analyzer MCP
Claim
Production-grade MCP server that enables AI assistants to access real-time fina…
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| 41956 |
mcp-server-251215_2
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| 41957 |
sketchup-mcp2
Claim
Connects SketchUp to Claude AI through the Model Context Protocol, enabling pro…
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| 41958 |
Screen Capture MCP
Claim
Enables AI agents to capture screen regions by defining a visual overlay or arb…
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| 41959 |
Zhihu-Collections-MCP
Claim
This MCP server enables AI agents to list, export, and search Zhihu collections…
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| 41960 |
New Relic MCP Server
Claim
Enables natural language access to New Relic for monitoring, querying, and mana…
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| 41961 |
mcp-azure-toolkit
Claim
An MCP server that exposes core Azure services as read-mostly tools any MCP cli…
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| 41962 |
agent-payment-mcp
Claim
Secure USDC payments for AI agents on Base blockchain with budget controls and …
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| 41963 |
PatrowlIntelMCP
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Exposes PatrowlIntel vulnerability intelligence (CVEs, EPSS, CISA KEV, public e…
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| 41964 |
thumbgate
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| 41965 |
agentify
Claim
Agent Interface Compiler — One command. Every agent speaks your product. Transf…
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| 41966 |
colab-mcp
Claim
Control Google Colab notebooks and assign GPUs (T4/L4/A100) from any AI agent. …
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| 41967 |
neo4j-gds
Claim
Enables LLMs to run complex graph algorithms on Neo4j databases, answering grap…
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| 41968 |
Executive Cortex MCP
Claim
Enables local task planning and execution with DAG-based plans, multiple reason…
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| 41969 |
kitty-mcp-server
Claim
MCP server for controlling the kitty terminal emulator. Exposes 40 tools for ma…
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| 41970 | — | |||||||||
| 41971 |
mcp-sumologic
Claim
MCP server that integrates with Sumo Logic's API to perform log searches, data …
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| 41972 |
seekstone
Claim
Filesystem-direct Obsidian MCP server with low context-tax. Reads your vault di…
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| 41973 |
cursor-bridge-mcp
Claim
Enables any MCP-compatible AI tool to read and leverage Cursor's context files …
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| 41974 |
bookclaw-mcp
Claim
Exposes BookClaw's author workflow to MCP clients over Streamable HTTP, providi…
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| 41975 |
cpp26-adapter
Claim
C++26 paper reference MCP (`cpp26-ref`) backing a Claude Code plugin: `lookup_p…
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| 41976 |
mcp-skatteetaten
Claim
Enables AI assistants to query Norwegian tax data, submit reports, look up popu…
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| 41977 |
Apple Mail MCP Server
Claim
A read-only MCP server that lets Claude Desktop interact with Apple Mail on mac…
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| 41978 |
YouTube Music MCP Server
Claim
Enables AI assistants to search for music and create/manage playlists on YouTub…
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| 41979 |
Enables AI agents to query a GitHub user's public profile, repositories, langua…
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| 41980 |
Greeting & Utilities
Claim
Deliver multilingual greetings, perform quick calculations, and generate images…
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| 41981 |
MCP server for managing Navisworks viewpoint XML files, enabling sorting, audit…
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| 41982 |
Plaud MCP
Claim
Bring your Plaud Note recordings into Claude Desktop. Search meetings, pull tra…
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| 41983 |
alpha-ai-automations
Claim
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| 41984 |
hk-election-mcp-server
Claim
Provides access to Hong Kong registered electors data from the Registration and…
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| 41985 |
shortcut-mcp
Claim
MCP server for interacting with Shortcut (project management) directly from Cla…
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| 41986 |
YouTube Studio MCP
Claim
Hosted MCP for YouTube Studio: uploads, metadata, playlists, comments, analytic…
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| 41987 |
Tracks AI regulations, deadlines, risk assessments, and policy updates across m…
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| 41988 |
vistoazul-mcp
Claim
MCP server that enables AI agents to operate WhatsApp via Visto Azul API: send …
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| 41989 |
An MCP server that uses Google's Gemini API to analyze videos and convert them …
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| 41990 |
JPYC Commerce MCP
Claim
Enables autonomous AI agents to conduct non-custodial commerce using JPYC stabl…
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| 41991 |
AI agent economy. Earn AIGEN tokens by completing tasks, building tools, creati…
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| 41992 |
bitbucket-mcp
Claim
A Model Context Protocol server for Bitbucket Cloud that lets agents read pull …
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| 41993 |
A neuro-symbolic agent that turns cryptic CP-SAT INFEASIBLE errors into plain-E…
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| 41994 |
Zernio
Claim
Social APIs for developers and AI agents. Schedule posts, track analytics, answ…
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| 41995 |
mcp
Claim
AI memory layer — one shared, persistent memory across every AI tool you connec…
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| 41996 |
Enables comprehensive management of DuploCloud infrastructure, including tenant…
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| 41997 |
Exposes 219+ tools for Slack, Gmail, Google Workspace, Jira, Confluence, CRM, a…
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| 41998 |
Design Style MCP Server
Claim
Provides deterministic design style recommendations and structured tokens for A…
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| 41999 |
cas-parser-node-mcp
Claim
Enables AI assistants to interact with the Cas Parser REST API for parsing CAS …
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| 42000 |
A Python MCP server that provides unified access to satellite and geospatial da…
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