MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 2 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62251 |
Caduceus Memory MCP
Claim
A local shared-memory MCP server for Claude, Codex, Hermes, and other MCP-aware…
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| 62252 |
Connects Google Search Console to AI assistants, enabling SEO data analysis thr…
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| 62253 |
pageindex-mcp
Claim
Self-hosted MCP server for Claude Code that implements PageIndex vectorless RAG…
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| 62254 |
ContextBridge
Claim
MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, S…
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| 62255 |
news-monitor-mcp
Claim
MCP server for global news monitoring, media analysis and sentiment tracking vi…
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| 62256 |
Conqueror's Haki
Claim
Prioritizes tasks by eliminating distractions, returning a ranked shortlist bas…
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| 62257 |
Firmaradar
Claim
Multi-source enrichment platform for Norwegian company intelligence: search, ow…
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| 62258 |
agent-memory
Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
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| 62259 |
mail-mcp
Claim
An MCP server for email operations supporting IMAP and SMTP protocols, enabling…
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| 62260 |
satellite-mcp
Claim
Full-spectrum GEOINT server with 171 tools covering satellite imagery, aircraft…
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| 62261 |
fhir-mcp-suite
Claim
Three composable MCP servers for clinical AI — FHIR R4 read/search/validate, me…
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| 62262 |
A Model Context Protocol (MCP) server for producing better Terraform through CL…
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| 62263 |
capacitor-stack
Claim
MCP server for building React + Capacitor + Tailwind + Konsta applications, pro…
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| 62264 |
easy-ui-mcp
Claim
Enables AI agents to drive Playwright-based browser automation for UI testing, …
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| 62265 |
An MCP server that lets Claude create calendar events and tasks in Nextcloud vi…
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| 62266 |
Malt MCP Server
Claim
Enables Claude (or any MCP client) to read and update your Malt.fr freelance pr…
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| 62267 |
Read-only trading hours for 30 stock exchanges — open now, next open, holidays,…
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| 62268 |
planning-center-mcp
Claim
Enables AI agents to access Planning Center Online data including worship plans…
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| 62269 |
Vibing Steampunk (vsp)
Claim
An ADT-to-MCP bridge that enables AI assistants to read, write, debug, deploy, …
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| 62270 |
otask-mcp-server
Claim
MCP server and HTTP proxy for O!task API that enables managing tasks (get, upda…
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| 62271 |
hadith-mcp
Claim
An MCP server for retrieving hadith text and metadata from auditable sources, p…
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| 62272 |
bluedart-mcp-server
Claim
MCP server for BlueDart (DHL eCommerce India) shipping API enabling waybill cre…
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| 62273 |
cellar-wrapper
Claim
A community-maintained MCP server that simplifies access to EU legal and legisl…
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| 62274 |
infor-rpa-mcp
Claim
Enables Claude Code to understand, debug, edit, and build Infor RPA Studio 2026…
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| 62275 |
k8s-ops-mcp-server
Claim
Connects Claude Desktop to any Kubernetes cluster, enabling natural language qu…
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| 62276 |
braintrust
Claim
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| 62277 |
konbu
Claim
Self-hostable all-in-one planner (calendar, notes, todos, bookmarks) with built…
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| 62278 |
allcanuse-mcp
Claim
A MCP server for Windows/Linux that provides 90+ tools enabling AI assistants t…
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| 62279 |
Alumnx MCP Server
Claim
Provides agricultural intelligence tools for pest/disease lookup, government sc…
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| 62280 |
A simple program that helps you connect to many PostgreSQL databases at once, p…
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| 62281 |
TokenFluid MCP Server
Claim
Enables AI assistants to safely interact with local code repositories through M…
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| 62282 |
steam-local-mcp
Claim
A Windows Steam MCP server with local client controls and optional Steam Web AP…
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| 62283 |
Alexandria MCP
Claim
Provides access to 61 public digital libraries through a single unified interfa…
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| 62284 |
accessibility-ai-mcp
Claim
accessibility-ai-mcp MCP server by MEOK AI Labs
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| 62285 |
A Model Context Protocol server for Zoho Site24x7 that uses a JavaScript sandbo…
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| 62286 |
An MCP server that enables AI agents to automate browser interactions using Pla…
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| 62287 |
Proton Bridge MCP
Claim
Enables sending correctly threaded email replies through Proton Mail Bridge usi…
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| 62288 |
MemoV
Claim
Provides a memory layer for AI coding agents with Git-powered version control, …
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| 62289 |
Coda MCP Server
Claim
This MCP server enables seamless integration with Coda.io for document, table, …
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| 62290 |
GSAP MCP Server
Claim
Generate GSAP animation code through natural language descriptions and integrat…
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| 62291 |
nicktools
Claim
A knowledge graph MCP server for research with source provenance, featuring 55 …
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| 62292 |
lighthouse-mcp
Claim
Converts Lighthouse audits into prioritized implementation backlogs with eviden…
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| 62293 |
A Model Context Protocol (MCP) server that exposes a professional profile — cer…
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| 62294 |
re-yara
Claim
MCP server wrapping the YARA pattern-matching engine for binary triage, enablin…
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| 62295 |
Provides multi-source vulnerability intelligence for AI-powered security operat…
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| 62296 |
mcp-maxima
Claim
Enables interaction with Maxima, a computer algebra system, for symbolic mathem…
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| 62297 |
Nuxt UI MCP Server
Claim
An MCP server that exposes Nuxt UI documentation and resources via a standardiz…
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| 62298 |
MongoDB MCP Server
Claim
Enables AI assistants to interact with MongoDB databases through natural langua…
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| 62299 |
web-doctor
Claim
Enables live website health checks including TLS, HTTPS, and security headers, …
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| 62300 |
homekit-mcp
Claim
Enables AI agents to control Apple Home devices, scenes, and automations throug…
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