MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 2 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33251 |
CSMAR MCP Server
Claim
Enables access to the CSMAR financial database via MCP, providing tools for que…
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| 33252 |
TestCafe MCP Server
Claim
Bridges AI assistants with TestCafe testing capabilities, enabling AI-driven br…
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| 33253 |
taxfolio-mcp
Claim
Enables tax-loss harvesting and tax-aware portfolio rebalancing via LLM agents,…
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| 33254 |
ComfyUI-GPU-Optimizer
Claim
MCP server for AI-controlled GPU VRAM management in ComfyUI, allowing Claude to…
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| 33255 |
mcp-powered-agentic-rag
Claim
An agentic Retrieval-Augmented Generation (RAG) system that combines a small cu…
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| 33256 |
MCP Server Boilerplate
Claim
A production-grade TypeScript starter for building Model Context Protocol serve…
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| 33257 |
MCP Server Medium
Claim
MCP server for interacting with the Medium API. Allows AI agents to publish pos…
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| 33258 |
rag-knowledge-mcp
Claim
rag-knowledge-mcp MCP server by MEOK AI Labs
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| 33259 |
strava-mcp
Claim
MCP server to fetch Strava activities using OAuth authentication with automatic…
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| 33260 |
apple-reminders-mcp
Claim
Enables management of Apple Reminders on macOS, including creating, listing, se…
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| 33261 |
MySQL MCP Server
Claim
Enables secure interaction with MySQL databases through listing tables, reading…
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| 33262 |
mcp-legal-ar
Claim
Unifies 14 Argentine legal connectors (JUBA, SCBA, CSJN, SAIJ, PJN Jurisprudenc…
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| 33263 |
LangChain MCP Demo
Claim
Enables grounding AI responses in a local document corpus by exposing MCP tools…
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| 33264 |
uspto_fpd_mcp
Claim
High-performance server that simplifies access to the USPTO Final Petition Deci…
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| 33265 |
Toolcall
Claim
30 pay-per-call APIs for AI agents: compliance, trade, safety, web, data. USDC …
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| 33266 |
mufmuf-mcp
Claim
Score how visually compatible two photos are (1-10), with sub-scores and an exp…
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| 33267 |
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
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| 33268 |
SiteScore MCP Server
Claim
Provides comprehensive website auditing for SEO, performance, accessibility, an…
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| 33269 |
ddx-term-mcp
Claim
Enables AI agents to execute commands in a shared tmux session that is simultan…
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| 33270 |
Percival Ubuntu
Claim
Percival Ubuntu is a security-focused MCP server for safe Ubuntu operations, op…
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| 33271 |
screenctx
Claim
Enables AI tools to collect a compact, structured context bundle for a Spring B…
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| 33272 |
nvidia-vision-mcp
Claim
Enables AI models to read local images using NVIDIA vision models, supporting i…
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| 33273 |
Enables AI-powered database operations on Oracle Autonomous Database via natura…
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| 33274 |
snow-mcp
Claim
A comprehensive MCP server for ServiceNow that provides over 60 pre-built tools…
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| 33275 |
MCP Image Server
Claim
A TypeScript-based MCP server for generating custom images and icons using AI (…
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| 33276 |
sylgeo-mcp
Claim
Enables AI assistants to scan brand visibility across ChatGPT, Claude, Gemini &…
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| 33277 |
Antigravity MCP Bridge
Claim
A TypeScript-based MCP server template for the Antigravity agentic environment,…
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| 33278 |
An MCP server for AI economy infrastructure with built-in EU AI Act compliance,…
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| 33279 |
wp-blockmarkup-mcp
Claim
Provides AI assistants with a verified database of WordPress Gutenberg block sc…
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| 33280 |
fastalert
Claim
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| 33281 |
IcebergMCP
Claim
Enables natural language interaction with Apache Iceberg Lakehouse tables throu…
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| 33282 |
mcp-security-toolkit
Claim
Provides security audit primitives for MCP servers, agent tool schemas, and sys…
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| 33283 |
EVOKORE-MCP
Claim
Multi-server MCP aggregator with 266 skills, an orchestration runtime, fleet/cl…
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| 33284 |
Spawns an ephemeral Ubuntu VM with project clone, shell exec, file I/O, and aut…
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| 33285 |
mcp-gouv-fr
Claim
MCP server for exploring French public open data via APIs like data.gouv.fr, ge…
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| 33286 |
tradingview-mcp-codex
Claim
A Codex-first MCP server that bridges TradingView Desktop via Chrome DevTools P…
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| 33287 |
godot-mcp
Claim
MCP server for Godot editor automation.
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| 33288 |
Kastor
Claim
Lets ChatGPT or MCP clients work with files on your machine, with tools for rea…
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| 33289 |
An MCP server that analyzes your unique Twitter voice to generate, manage, and …
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| 33290 |
Cognitive Browser
Claim
105-tool browser automation with cognitive user simulation, visual testing, per…
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| 33291 |
Cornerstone MCP Server
Claim
Enables Claude and other MCP clients to interact with Cornerstone memory, suppo…
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| 33292 |
mcp-sheet-filler
Claim
MCP server for storing and safely auto-filling tabular data. Enables AI agents …
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| 33293 |
MAGI Orchestrator
Claim
A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…
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| 33294 |
grocery-mcp
Claim
MCP server for grocery-related web automation using Playwright, enabling AI ass…
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| 33295 |
MCP-EXP
Claim
Experimental MCP server that integrates OpenAI and Serper APIs for news search,…
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| 33296 |
Materio MCP Server
Claim
Enables AI assistants to search and read Materio's educational PDF resources di…
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| 33297 |
VersionOne MCP Server
Claim
Enables AI assistants to query VersionOne for stories, features (epics), and th…
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| 33298 |
Provides access to Ontario open government data through the CKAN API, enabling …
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| 33299 |
PocketBase MCP Server
Claim
Enables LLMs to manage PocketBase databases with comprehensive CRUD, authentica…
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| 33300 |
local-Rag
Claim
A local-first document retrieval MCP server that enables AI coding tools like C…
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