MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44451 |
test
Claim
This is a testing server up for WriftAI.
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| 44452 |
DRIFT-MCP
Claim
Next.js-based MCP server using mcp-handler for Vercel deployment, supporting SS…
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| 44453 |
membank
Claim
LLM memory management system that stores corrections, preferences, decisions, a…
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| 44454 |
yokozuna-mcp
Claim
An MCP server that gives coding agents programmatic access to Sumo Logic logs v…
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| 44455 |
Lanalyzer MCP Server
Claim
Enables AI models to perform static taint analysis on Python code, detecting se…
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| 44456 |
1C MCP Proxy
Claim
Proxies MCP protocol to JSON-RPC for 1C:Enterprise IT management system, enabli…
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| 44457 |
krds-uiux-mcp-server
Claim
Integrates the Korean government's KRDS design system with AI assistants, enabl…
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| 44458 |
DocSmith MCP Server
Claim
MCP server that provides semantic search, graph query, and keyword search tools…
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| 44459 |
Whoop MCP Server
Claim
Exposes Whoop fitness data (recovery, sleep, strain, workouts) to Claude for us…
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| 44460 |
edgar-events-mcp
Claim
Provides live SEC filing events including resolved activist stakes (13D) and ty…
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| 44461 |
polyrouter-mcp
Claim
MCP server for querying and optionally trading across prediction markets (Polym…
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| 44462 |
codepet-mcp-server
Claim
A local MCP server that captures coding context, tracks developer sessions, and…
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| 44463 |
Enables interaction with Wecandeo VideoPack v4 API for video upload, encoding, …
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| 44464 |
demeter-mcp
Claim
MCP bridge for Demeter/Artemis EXAFS fitting. Enables headless fits, building A…
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| 44465 |
@retailerapi/mcp
Claim
Enables AI agents to access Walmart product data including lookups, price histo…
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| 44466 |
Wasim Unity MCP Bridge
Claim
Enables ChatGPT to interact with the Unity Editor via MCP, using a PowerShell c…
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| 44467 |
tinytask
Claim
A minimal task management system for LLM agent collaboration via the Model Cont…
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| 44468 |
Arcane MCP
Claim
AI-powered Docker management server that enables natural language control of en…
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| 44469 |
Gameball MCP Server
Claim
Unified MCP server for Gameball's documentation and API integration, enabling d…
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| 44470 |
BattleGrid MCP Server
Claim
Enables AI agents to play crypto prediction games on BattleGrid by managing acc…
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| 44471 |
AstroStellar MCP Server
Claim
An MCP server for Zi Wei Dou Shu (Purple Star Astrology) that enables users to …
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| 44472 |
orcalayer-mcp
Claim
Enables smart-money whale and market analytics for Polymarket, including leader…
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| 44473 |
mcp-edgar
Claim
Enables LLMs to access SEC EDGAR data: search filings, extract sections, pull s…
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| 44474 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 44475 |
sec-filings-mcp
Claim
SEC EDGAR MCP for agents: search 10-K/10-Q, free sample preview, full filing JS…
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| 44476 |
notebooklm-mcp-2026
Claim
MCP server for querying Google NotebookLM notebooks, enabling AI assistants to …
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| 44477 |
Nervora
Claim
A secure MCP gateway for enterprise AI tool execution, enabling governed invoca…
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| 44478 |
UK Data API
Claim
24 UK data endpoints paid via x402 protocol. Property (Land Registry sold price…
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| 44479 |
Real-time US and Canadian sales tax and use tax rates by address or geographic …
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| 44480 |
Durable self for AI agents: one-call resume, memory, real browser, free chat + …
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| 44481 |
An MCP server that provides access to Overleaf projects via Git integration, en…
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| 44482 |
BizIntel
Claim
Analyze market trends and competitor landscapes to identify strategic growth op…
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| 44483 |
Enables interaction with Binance Smart Chain, including wallet management, toke…
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| 44484 |
auggie-context-mcp
Claim
Enables AI agents like Claude and Cursor to query codebases using Augment's con…
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| 44485 |
Omni-Video Studio MCP
Claim
Enables AI agents to edit video using text-based proxies, motion graphics via H…
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| 44486 |
Audit a domain email deliverability via Apify: SPF, DKIM, DMARC, MX, blacklist,…
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| 44487 |
gaff-check
Claim
Enables AI agents to perform due diligence on Irish properties by querying publ…
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| 44488 |
MCP Memory Server
Claim
Enables AI assistants to store and retrieve long-term memories using PostgreSQL…
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| 44489 |
opm-mcp
Claim
Provides Claude with direct access to the Open Porous Media (OPM) reservoir sim…
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| 44490 |
playwright-slim-mcp
Claim
A proxy MCP server that summarizes Playwright accessibility snapshots using Cla…
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| 44491 |
Institutional-grade quantitative stock analysis and research signals for AI age…
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| 44492 |
MCP Memory Server
Claim
Enables AI assistants to store and retrieve long-term memories with semantic se…
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| 44493 |
hyperliquid-mcp
Claim
A Model Context Protocol (MCP) server for the Hyperliquid decentralized exchang…
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| 44494 |
licensing
Claim
MCP-native software license keys for AI-built apps — EARLY ACCESS (waitlist, no…
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| 44495 |
swaggbot
Claim
Transforms Swagger/OpenAPI documented APIs into conversational interfaces, enab…
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| 44496 |
docx-editor-mcp
Claim
Enables AI assistants to create, edit, and extract data from Microsoft Word doc…
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| 44497 |
WordPress MCP server: publish posts, AI images, SEO and full site management, s…
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| 44498 |
joplin-mcp
Claim
Enables LLMs to interact with Joplin note-taking application through a comprehe…
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| 44499 |
sec-edgar-mcp
Claim
Access SEC EDGAR financial data through your AI assistant. Search public compan…
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| 44500 |
finance-mcp
Claim
A minimal MCP server that converts company names to stock symbols and fetches f…
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