MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 3 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44651 |
mcp-gdocs
Claim
MCP server for Google Docs, Google Drive, and Comments with flexible authentica…
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| 44652 |
vault-memory
Claim
Local-first agentic knowledge layer over Obsidian notes, enabling MCP-aware age…
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| 44653 |
Enables AI clients to read and write local infinite canvas data via MCP protoco…
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| 44654 |
azure-devops-mcp
Claim
Enables read-only interaction with Azure DevOps Server (on-premises) including …
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| 44655 |
subradar
Claim
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| 44656 |
agent-trust
Claim
Tamper-evident action receipts, trust scoring & capability tokens for AI agents…
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| 44657 |
mcp-gerasure
Claim
Microinsurance: get quotes, buy policies, file claims, manage coverage. 50+ cou…
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| 44658 |
MCP Learning Server
Claim
A beginner-friendly MCP server built in plain Node.js/JavaScript that exposes f…
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| 44659 |
github-security-mcp
Claim
An MCP server that enables AI agents to perform comprehensive GitHub security a…
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| 44660 |
Enterprise MCP Skill Hub
Claim
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
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| 44661 |
BullRun
Claim
Stock screening, company financials, ETF search, and personal portfolio analysi…
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| 44662 |
nestjs-mcp-controller
Claim
Build MCP servers inside NestJS applications using ordinary controllers with de…
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| 44663 |
simba-mcp
Claim
Connects AI assistants to marketing mix models, enabling natural language data …
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| 44664 |
win-capture-mcp
Claim
A Windows MCP server that enables AI agents to capture screenshots of open wind…
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| 44665 |
substack-mcp
Claim
Remote MCP server that provides tools to read a Substack user's notes and recen…
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| 44666 |
MCP Demo
Claim
A model-agnostic MCP server exposing example tools (add1, multiply2, greet) for…
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| 44667 |
care-home-cqc-mcp
Claim
UK Care Quality Commission (CQC) Single Assessment Framework compliance for car…
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| 44668 |
sortie-mcp
Claim
Campaign orchestration MCP server for AI agents — dependency DAGs, parallel fan…
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| 44669 |
Enables autonomous agents to segment audiences, manage subscribers, and trigger…
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| 44670 |
test
Claim
This is a testing server up for WriftAI.
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| 44671 |
DRIFT-MCP
Claim
Next.js-based MCP server using mcp-handler for Vercel deployment, supporting SS…
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| 44672 |
membank
Claim
LLM memory management system that stores corrections, preferences, decisions, a…
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| 44673 |
yokozuna-mcp
Claim
An MCP server that gives coding agents programmatic access to Sumo Logic logs v…
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| 44674 |
Lanalyzer MCP Server
Claim
Enables AI models to perform static taint analysis on Python code, detecting se…
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| 44675 |
1C MCP Proxy
Claim
Proxies MCP protocol to JSON-RPC for 1C:Enterprise IT management system, enabli…
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| 44676 |
krds-uiux-mcp-server
Claim
Integrates the Korean government's KRDS design system with AI assistants, enabl…
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| 44677 |
DocSmith MCP Server
Claim
MCP server that provides semantic search, graph query, and keyword search tools…
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| 44678 |
Whoop MCP Server
Claim
Exposes Whoop fitness data (recovery, sleep, strain, workouts) to Claude for us…
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| 44679 |
edgar-events-mcp
Claim
Provides live SEC filing events including resolved activist stakes (13D) and ty…
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| 44680 |
polyrouter-mcp
Claim
MCP server for querying and optionally trading across prediction markets (Polym…
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| 44681 |
codepet-mcp-server
Claim
A local MCP server that captures coding context, tracks developer sessions, and…
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| 44682 |
Enables interaction with Wecandeo VideoPack v4 API for video upload, encoding, …
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| 44683 |
demeter-mcp
Claim
MCP bridge for Demeter/Artemis EXAFS fitting. Enables headless fits, building A…
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| 44684 |
@retailerapi/mcp
Claim
Enables AI agents to access Walmart product data including lookups, price histo…
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| 44685 |
Wasim Unity MCP Bridge
Claim
Enables ChatGPT to interact with the Unity Editor via MCP, using a PowerShell c…
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| 44686 |
tinytask
Claim
A minimal task management system for LLM agent collaboration via the Model Cont…
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| 44687 |
Arcane MCP
Claim
AI-powered Docker management server that enables natural language control of en…
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| 44688 |
Gameball MCP Server
Claim
Unified MCP server for Gameball's documentation and API integration, enabling d…
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| 44689 |
BattleGrid MCP Server
Claim
Enables AI agents to play crypto prediction games on BattleGrid by managing acc…
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| 44690 |
AstroStellar MCP Server
Claim
An MCP server for Zi Wei Dou Shu (Purple Star Astrology) that enables users to …
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| 44691 |
orcalayer-mcp
Claim
Enables smart-money whale and market analytics for Polymarket, including leader…
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| 44692 |
mcp-edgar
Claim
Enables LLMs to access SEC EDGAR data: search filings, extract sections, pull s…
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| 44693 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 44694 |
sec-filings-mcp
Claim
SEC EDGAR MCP for agents: search 10-K/10-Q, free sample preview, full filing JS…
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| 44695 |
notebooklm-mcp-2026
Claim
MCP server for querying Google NotebookLM notebooks, enabling AI assistants to …
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| 44696 |
Nervora
Claim
A secure MCP gateway for enterprise AI tool execution, enabling governed invoca…
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| 44697 |
UK Data API
Claim
24 UK data endpoints paid via x402 protocol. Property (Land Registry sold price…
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| 44698 |
Real-time US and Canadian sales tax and use tax rates by address or geographic …
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| 44699 |
Durable self for AI agents: one-call resume, memory, real browser, free chat + …
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| 44700 |
An MCP server that provides access to Overleaf projects via Git integration, en…
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