MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48451 |
MCP News Scraper
Claim
A Model Control Protocol server that provides news scraping capabilities for Kh…
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| 48452 |
ios-instruments-mcp
Claim
Enables natural language profiling of iOS apps using xctrace (Instruments) for …
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| 48453 |
mcp-snapshot-filter
Claim
A proxy server that intercepts and filters content-heavy responses from chrome-…
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| 48454 |
Wiki.js MCP Server
Claim
An MCP server that provides a unified interface to manage Wiki.js pages, users,…
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| 48455 |
Commerce backend for AI agents: catalog, prices, inventory, orders, idempotent …
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| 48456 |
weather-mcp
Claim
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| 48457 |
Mnemotree
Claim
Mnemotree is an MCP server that provides biologically-inspired memory for LLM a…
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| 48458 |
Modal MCP Server
Claim
Local, read-only Modal context for coding agents. Enables agents to inspect Mod…
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| 48459 |
o365-Admin MCP
Claim
A skill-based Microsoft 365 admin MCP server that exposes 4 base tools to execu…
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| 48460 |
pointless
Claim
Self-hosted presentation tool that lets LLMs create and publish interactive HTM…
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| 48461 |
Provide AI assistants with comprehensive PostgreSQL database management capabil…
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| 48462 |
swt3-mcp
Claim
Cryptographic AI governance and audit. 18 tools, 28 frameworks. EU AI Act, NIST…
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| 48463 |
notebooklm-mcp
Claim
Enables AI assistants to programmatically interact with Google NotebookLM, allo…
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| 48464 |
Clark MCP Server
Claim
Provides a memory layer for personal agents, enabling MCP-compatible agents to …
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| 48465 |
rybbit-mcp
Claim
Exposes Rybbit Analytics as MCP tools for querying site traffic, page views, vi…
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| 48466 |
zerobyte-mcp
Claim
Enables managing Zerobyte backups via MCP, including listing repositories, snap…
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| 48467 |
Spotify MCP Server
Claim
A robust MCP server that connects Spotify playback, search, and library managem…
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| 48468 |
ChatGPT2LocalBridge
Claim
Self-hosted MCP server that enables ChatGPT to access and operate on local proj…
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| 48469 |
mcp-sec-edgar
Claim
Institutional-grade SEC financial data for AI agents — in one line of config. …
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| 48470 |
AIoT MCP Server
Claim
A Model Context Protocol server for AI agents to discover and control IoT devic…
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| 48471 |
taskbounty-mcp-server
Claim
MCP server for [TaskBounty](https://www.task-bounty.com). AI agents fix GitHub …
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| 48472 |
Hopsworks MCP Server
Claim
Enables LLMs to interact with Hopsworks for platform management, feature store …
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| 48473 |
Converts between Markdown and Word documents using pandoc, with support for con…
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| 48474 |
academic-workflow-mcp
Claim
Connects Zotero and Obsidian for an AI-assisted academic reading workflow, enab…
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| 48475 |
fix-mcp
Claim
MCP server for AI-assisted trading operations, enabling agents to diagnose and …
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| 48476 |
UI Toolkit MCP Server
Claim
Comprehensive MCP server for end-to-end UI development, offering tools to gener…
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| 48477 |
MCP-Coinglass
Claim
Provides futures market analytics (Open Interest, Liquidations, Long/Short Rati…
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| 48478 |
Artsdata
Claim
Search Artsdata for authoritative data on Canadian events, artists, organizatio…
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| 48479 |
An MCP server for GitHub Copilot that enables reading and processing Excel work…
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| 48480 |
copamind-mcp
Claim
Enables interaction with the CopaMind platform via MCP, exposing read-only and …
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| 48481 |
Exposes 20 tools for project, media, render, and timeline control in DaVinci Re…
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| 48482 |
Model work domains, score tasks for AI suitability, and design organisations.
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| 48483 |
Query Truss threat intelligence via hosted MCP (OAuth). Growth+ plans.
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| 48484 |
immigration-mcp
Claim
MCP server for US immigration guidance — live Visa Bulletin, priority date chec…
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| 48485 |
Gread
Claim
Gives your AI access to the source code of all public github repos.
- Plug and…
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| 48486 |
enola
Claim
enola - MCP Architectural Snapshot Server and Knowledge Graph
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| 48487 |
SSH MCP Server
Claim
An advanced SSH session manager that allows Claude to establish and manage mult…
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| 48488 |
Duami
Claim
Swiss intent exchange for AI agents: wants/offers, match, bid, confirm. Free. N…
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| 48489 |
oceanbus-mcp-server
Claim
Register, discover, message, and transact with other AI agents on the OceanBus …
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| 48490 |
operandi
Claim
Grounded, safety-checked appliance operation packages for robots and agents. Ze…
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| 48491 |
karrito-mcp
Claim
MCP server for Karrito - the digital catalog builder for WhatsApp sellers in LA…
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| 48492 |
aemet-mcp
Claim
MCP server for AEMET — Spain's weather agency. Forecasts, CAP warnings, station…
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| 48493 |
0Latency Memory
Claim
Persistent memory MCP server for AI agents — hybrid semantic recall, multi-agen…
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| 48494 |
Resolve Claude MCP
Claim
Connects DaVinci Resolve Studio to Claude AI via the Model Context Protocol, en…
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| 48495 |
loadingmcp-mcp
Claim
Plan optimal container & truck loads: 3D layouts, right-size the container mix,…
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| 48496 |
portkey-admin-mcp
Claim
Full Portkey Admin API MCP server — configs, prompts, keys, analytics, and more.
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| 48497 |
juejin-release-mcp
Claim
Enables AI assistants to manage Juejin articles directly via natural language, …
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| 48498 |
MotiBlog
Claim
Agent-first SEO research and publishing: competitors, SERPs, internal links, an…
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| 48499 |
Enables managing a personal quote collection with add, search, random, delete, …
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| 48500 |
Appfigures
Claim
Access your app analytics, ASO tools, and app market intelligence with Appfigur…
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