MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33451 |
Spotify MCP Server
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Enables AI assistants to control Spotify playback, search music, manage playlis…
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| 33452 |
cloudflare-crawl-mcp
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MCP server for Cloudflare Browser Rendering Crawl API. Fetches and crawls web p…
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| 33453 |
Mobile E2E MCP
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AI-safe mobile device control via MCP: a policy-guarded, session-oriented mobil…
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| 33454 |
WordPress MCP Python
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A lightweight MCP server that connects to WordPress via REST API, enabling cont…
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| 33455 |
MCP Agents
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Enhances Claude Code's Task tool with session resumption and independent agent …
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| 33456 |
Kaggle Dataset Analyst
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Enables exploratory data analysis and machine learning on CSV datasets with too…
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| 33457 |
openapi-tools-mcp
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Enables inspecting local OpenAPI specification files by listing and retrieving …
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| 33458 |
forwardemail-mcp
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MCP server for Forward Email that provides tools to manage email inbox, send ma…
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| 33459 |
ado-mcp
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Enables AI assistants to interact with Azure DevOps, providing tools for managi…
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| 33460 |
An MCP server for domain availability checks, WHOIS lookups, and domain suggest…
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| 33461 |
why-did-you-render-mcp
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Bridges unnecessary React re-render data from the browser to coding agents, ena…
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| 33462 |
telebotstudio-mcp
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Enables AI assistants to search and retrieve official TeleBot Studio documentat…
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| 33463 |
ZAP MCP Proxy
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A lightweight MCP server that wraps OWASP ZAP's REST API as Model Context Proto…
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| 33464 |
Laytime Calculator Pro
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AI-powered laytime, demurrage and despatch calculation for ship chartering. Sen…
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| 33465 |
CodeNav MCP
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CodeNav MCP is a remote Model Context Protocol server for exploring a codebase,…
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| 33466 |
Supabase MCP Server
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A production-ready MCP server providing AI assistants with intelligent Supabase…
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| 33467 |
Doubao MCP AI Server
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Provides MCP interfaces for AI text-to-image, image-to-video, and text-to-video…
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| 33468 |
calendar-app-mcp
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Enables AI assistants to access and interact with macOS Calendar.app events and…
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| 33469 |
blinkit-mcp
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Enables Claude to automate grocery shopping on Blinkit, including product searc…
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| 33470 |
MCP Tasks Organizer
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Converts Cursor agent plans into structured markdown task lists and organizes t…
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| 33471 |
Toki Toki no Mi
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An MCP server that records decisions, rejected alternatives, and justifications…
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| 33472 |
posthog-mcp
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Enables interaction with PostHog analytics platform, allowing users to list pro…
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| 33473 |
ArXiv Search
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Simple CLI tool and MCP server for searching arXiv papers via ArXiv Xplorer API.
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| 33474 |
wikimedia
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Enables natural language queries to search, retrieve, and explore Wikipedia and…
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| 33475 |
seline
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Seline is a local-first AI desktop application that brings together conversatio…
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| 33476 |
hackernews-mcp
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Enables LLMs to search and read Hacker News posts and comments via the Algolia …
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| 33477 |
MCP Server + AI Agent
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A Python MCP server with JWT authentication and sample tools (weather + Bitcoin…
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| 33478 |
TunaPay TX Classifier
Claim
Classifies Solana on-chain transactions into tax categories (e.g., swap, stake,…
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| 33479 |
webfetch-camouflage
Claim
MCP server for fetching web content with browser fingerprint camouflage, conver…
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| 33480 |
VNDB MCP Server
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Enables managing visual novel lists on VNDB.org through natural language, inclu…
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| 33481 |
database-mcp
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Automatically discovers database schema, performs data quality checks on tables…
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| 33482 |
Vaikora Guard MCP
Claim
Enforces deterministic policies on AI agent tool calls, evaluating actions agai…
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| 33483 |
vvvesse
Claim
ESSE (Existence Synchronization System Entity) — a meta-agent MCP server that f…
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| 33484 |
godson_1
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| 33485 |
notify-mcp
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Enables AI to send push notifications to your phone via a configurable gateway.…
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| 33486 |
vincikit
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AI stack configurator with conversational interviews and intelligent recommenda…
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| 33487 |
elementor-mcp-agent
Claim
Agency-grade MCP for WordPress Elementor — multi-site, safe edits, templates, v…
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| 33488 |
Gvnr
Claim
Budget & cost control for AI agents — per-agent spend caps + rate limits before…
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| 33489 |
mydy-lms
Claim
An MCP server for interacting with the MyDy (Moodle-based) LMS, enabling attend…
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| 33490 |
AgentPhone
Claim
Give AI agents phone numbers with messaging and voice calling capabilities.
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| 33491 |
A database-backed MCP server that acts as a project memory bank, enabling AI as…
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| 33492 |
Enables programmatic access to Meta Ads data and management features, including…
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| 33493 |
MCP OpenAI Tools
Claim
Provides access to OpenAI's advanced models (including o3) with integrated web …
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| 33494 |
OPNsense MCP Server
Claim
A secure MCP server for managing OPNsense firewalls through AI assistants. Prov…
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| 33495 |
zentric-protocol-mcp
Claim
Prompt injection + PII detection for LLM apps and agent pipelines. Deterministi…
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| 33496 |
ArcGIS Knowledge MCP
Claim
Enables users to search and read Esri developer documentation, ArcGIS Pro help,…
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| 33497 |
heddle
Claim
Temporal change-impact authority MCP server that tracks per-entity change histo…
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| 33498 |
WHOOP — MissingMCP
Claim
WHOOP recovery, strain, sleep and workouts in Claude via official WHOOP OAuth. …
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| 33499 |
agent-hq
Claim
An MCP server that provides shared memory, kanban board, and agent registry for…
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| 33500 |
click-to-mcp
Claim
Converts any Python Click or Typer CLI into an MCP server automatically — zero-…
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