MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57301 |
OpenChronicle
Claim
Persistent memory database for LLM agents with hybrid semantic and keyword sear…
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| 57302 |
seedream-mcp
Claim
Enables creating, polling, and checking pricing for Seedream image generation t…
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| 57303 |
reddit-rss-mcp
Claim
A dependency-free MCP server that reads Reddit through its RSS feeds, enabling …
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| 57304 |
worldcat-mcp-server
Claim
Enables searching WorldCat's library catalog for bibliographic records, edition…
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| 57305 |
mcp-phishtank
Claim
Enables checking URLs against the PhishTank phishing database to identify malic…
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| 57306 |
auth-vault
Claim
MCP server for secure credential management, browser-based login automation, an…
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| 57307 |
Browser Feedback MCP
Claim
Enables visual browser feedback collection directly into Claude Code. Users can…
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| 57308 |
Ayuda Venezuela MCP
Claim
Bot to amplify crisis information in Venezuela by tweeting predefined templates…
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| 57309 |
Taiga MCP Server
Claim
Enables natural language interaction with Taiga project management systems, all…
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| 57310 |
MCP Dev Standards
Claim
A Model Context Protocol server that provides development standards and best pr…
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| 57311 |
finance-data-mcp
Claim
Unified financial data access for US, A-share, HK stocks, and FX rates with aut…
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| 57312 |
gpt-codex-handoff
Claim
Enables Codex to delegate decision-making to an OpenAI reviewer for structured …
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| 57313 |
server-nothing
Claim
A minimal MCP test server for validating initial client/server setup, offering …
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| 57314 |
Korea Stock Insight MCP
Claim
Enables LLM agents to access Korean stock market data including DART disclosure…
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| 57315 |
mcp-web-search
Claim
Provides DuckDuckGo web search and site fetching tools for Claude Desktop, enab…
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| 57316 |
seafile-vault-mcp
Claim
A self-hosted MCP server that provides read/write access to a Seafile library, …
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| 57317 |
chapel-support
Claim
Enables AI assistants to work with Chapel code, including compiling, linting, a…
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| 57318 |
mark-coach-mcp
Claim
Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI co…
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| 57319 |
mite MCP Server
Claim
Model Context Protocol server for the mite time tracking API, enabling time ent…
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| 57320 |
Bubble MCP Server
Claim
Enables AI assistants to interact with Bubble.io applications through the Data …
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| 57321 |
MCP Shopify Admin Server
Claim
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
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| 57322 |
test
Claim
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| 57323 |
apple-calendar-mcp
Claim
MCP server for Apple Calendar via native EventKit API with proper recurring eve…
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| 57324 |
sei-mcp
Claim
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| 57325 |
mcp-odbc
Claim
A Python MCP server that connects to any ODBC data source and exposes schema di…
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| 57326 |
Analyses your published writing from a sitemap, extracts a corpus, and generate…
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| 57327 |
dify-ai-agent-tutorial
Claim
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| 57328 |
appium-mcp-server
Claim
Provides Appium mobile automation capabilities to Claude and other MCP-compatib…
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| 57329 |
advanced-seo-mcp
Claim
Provides AI agents with professional-grade SEO capabilities including on-page a…
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| 57330 |
agent-memory-mcp-server
Claim
Stores and retrieves key-value memories with metadata and namespaces for AI age…
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| 57331 |
GovGreed MCP
Claim
Integrates GovGreed's congressional-trading intelligence API, giving Claude nat…
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| 57332 |
mastodon-mcp-server
Claim
Comprehensive MCP server for Mastodon integration, enabling AI assistants to re…
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| 57333 |
mcp-browser-parallel
Claim
Multi-instance parallel browser MCP server that manages multiple isolated brows…
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| 57334 |
MCP Package Hero
Claim
A comprehensive MCP server for checking package versions and rating package qua…
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| 57335 |
mcp-memory-bank
Claim
Enables persistent memory management using ChromaDB vector store, with Docker s…
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| 57336 |
MCP Server Client Demo
Claim
A demo MCP server with streamable HTTP transport and auto tool registry, enabli…
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| 57337 |
AI Context MCP
Claim
Provides real-time, version-pinned documentation from 57+ AI/ML libraries to LL…
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| 57338 |
Imagen
Claim
MCP server for generating pixel-art sprites with transparent backgrounds using …
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| 57339 |
mcp-policy-server
Claim
Provides token-efficient access to team policies and standards by allowing suba…
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| 57340 |
Skulabs MCP Server
Claim
Enables AI agents to interact with Skulabs inventory management system through …
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| 57341 |
Obsidian-MCP-For-Cursor
Claim
MCP server for Obsidian vaults, optimised for Cursor agents — safe note editing…
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| 57342 |
MCP Roku Control
Claim
Enables AI assistants to control Roku TVs on the local network via natural lang…
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| 57343 |
space-feeds
Claim
Enables AI agents to access curated space and spaceflight RSS/Atom feeds via to…
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| 57344 |
crypto_mcp
Claim
Provides cryptocurrency market data (prices, symbols) and a gated demo trading …
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| 57345 |
strava-mcp
Claim
Exposes your Strava data to Claude, enabling training load analysis, activity c…
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| 57346 |
EXIF MCP Server
Claim
Inspect and remove EXIF metadata locally through MCP tools. Supports reading EX…
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| 57347 |
Domain-expert SMB sales playbooks for AI agents. Discovery questions, objection…
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| 57348 |
Random Recall
Claim
Generate random numbers and recall the last one to test stateful workflows. Acc…
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| 57349 |
code-security-skill
Claim
MCP server providing a searchable security knowledge base for AI coding assista…
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| 57350 |
GitHub Code Reviewer
Claim
Enables fetching Pull Request diffs from GitHub and posting inline review comme…
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