MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48301 |
RGM MCP Server
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Enables Revenue Growth Management analysis for the Alco-Bev industry using NIQ …
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| 48302 |
heuresis
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Read & write your Heuresis idea graph and run TRIZ/C-K/ASIT operators from your…
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| 48303 |
TaskPile
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Pile in. Sort out. Taskpile is an AI-first productivity task manager that lives…
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| 48304 |
Strava MCP Server
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Connects Claude to your Strava account so you can query your activities, stats,…
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| 48305 |
VaultForge
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An MCP server for Obsidian that enables canvas creation with auto-layout, BM25-…
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| 48306 |
Infoway MCP Server
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Gives AI assistants access to real-time financial data including stock prices, …
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| 48307 |
x-mcp-server
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An MCP server that enables posting tweets, reading timelines, searching posts, …
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| 48308 |
TokenTrace
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Local-first AI CLI usage analytics for agents.
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| 48309 |
Resume MCP Agent
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Enables AI clients to manage resumes, match job descriptions, and generate tail…
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| 48310 |
codemesh
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Intelligent server management MCP server that enables agents to write TypeScrip…
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| 48311 |
Document Operator MCP
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Enables AI assistants to read, modify, and create Word (.docx) and Excel (.xlsx…
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| 48312 |
ctfd-mcp
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Enables users to list CTFd challenges, read details, start/stop dynamic Docker …
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| 48313 |
memorybridge
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Cross-tool AI memory MCP server for Claude Code, Cursor, Antigravity, Windsurf,…
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| 48314 |
OpenCode MySQL Connector
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A MySQL MCP server providing tools to query and explore MySQL databases via std…
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| 48315 |
Gorgias MCP Server
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An MCP server that exposes the full Gorgias helpdesk API to AI assistants, enab…
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| 48316 |
AI Council MCP Server
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Multi-AI Consensus Tool: Query multiple AI models in parallel, synthesize respo…
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| 48317 |
rds-mcp
Claim
Enables monitoring and analysis of Amazon RDS (MySQL, PostgreSQL) instances, me…
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| 48318 |
Enables AI-powered procurement policy compliance, document generation, supplier…
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| 48319 |
yfinance-mcp-server
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Enables retrieval of historical stock data from Yahoo Finance through a simple …
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| 48320 |
Provides a private, managed instance of the official GitHub MCP server hosted o…
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| 48321 |
TranslationX MCP Server
Claim
A server that provides translation capabilities using TranslationX API, enablin…
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| 48322 |
pokeclaw
Claim
Enables MCP clients to spawn and control Codex CLI and Claude Code sessions on …
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| 48323 |
aws-cost-explorer
Claim
Enables AI assistants to query and analyze AWS costs and usage via the Cost Exp…
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| 48324 |
nexus-agents
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nexus-agents makes your AI coding tools work together intelligently. It coordin…
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| 48325 |
Fetches and filters GitHub trending repositories by keywords, language, and tim…
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| 48326 |
gov-notice-mcp
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Enables searching, summarizing, and recommending government and public institut…
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| 48327 |
telegram-mcp
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Enables AI agents to read, send, and organize Telegram messages and chats. Supp…
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| 48328 |
ServiceGraph
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AI Agent skills to access structured datasets for startup founders
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| 48329 |
Enables AI assistants to check tour availability, book tours via HubSpot Schedu…
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| 48330 |
smart-web
Claim
Web search, direct-URL fetch, crawl, and docs export MCP. smartfetch for URLs.
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| 48331 |
after-effects-mcp
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Enables AI assistants to control Adobe After Effects through a standardized MCP…
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| 48332 |
LeetCode MCP Server
Claim
Enables Claude to search and retrieve LeetCode problems, user profiles, and sta…
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| 48333 |
mcp-dev-tools
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Aggregates GitHub, GitLab, and Figma development tools via MCP, enabling file a…
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| 48334 |
Google Sheets MCP Server
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Provides tools to read, write, append, and create Google Sheets via MCP, using …
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| 48335 |
bricks-and-context
Claim
Enables AI assistants to interact with Databricks workspaces, running SQL queri…
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| 48336 |
contact-verifier-mcp
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MCP server for verifying B2B contact records via email syntax and DNS/MX checks…
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| 48337 |
A self-hosted registry and MCP server for reusable AI-agent skills that enables…
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| 48338 |
Syncs and manages configurations for dev tools like Claude Code and Gemini CLI …
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| 48339 |
TFL MCP Server for Poke
Claim
Enables AI assistants to access real-time Transport for London data, including …
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| 48340 |
CORTEX Memory MCP
Claim
Persistent semantic memory MCP server for AI agents with hybrid search, LLM sco…
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| 48341 |
Channel3 MCP Server
Claim
Let your agent discovery any product on the internet. Earn commissions when you…
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| 48342 |
wikijs-mcp
Claim
MCP server for accessing Wiki.js through its GraphQL API, enabling page managem…
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| 48343 |
Kube-Whisperer
Claim
Autonomous AI agent for Kubernetes triage and infrastructure management using n…
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| 48344 |
Sumo Logic MCP Server
Claim
Enables interaction with Sumo Logic's REST APIs through MCP, allowing log searc…
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| 48345 |
Node.js server implementing Model Context Protocol (MCP) for filesystem operati…
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| 48346 |
openaiTreasureHuntMCP
Claim
A minimal Next.js application demonstrating how to build an OpenAI Apps SDK com…
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| 48347 |
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
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| 48348 |
zhipu-mcp
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Enables web search for large language models using Zhipu AI's Web Search API, s…
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| 48349 |
node-red-mcp-server
Claim
Model Context Protocol (MCP) server for Node-RED — allows language models (like…
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| 48350 |
cascade-cms-mcp-server
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Enables LLMs to interact with Cascade CMS via REST API, supporting asset CRUD, …
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