MCP Server Quality Scores
Independent quality analysis of 43552 public MCP servers
Last updated 1 hour, 6 minutes ago
Grade Distribution
Score Distribution
Newly Added
Brains Patent Connector PrimeRFP SCOUT — Govcon Intelligence MCP AppGenie Compliance MCP Calfeed| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36201 |
YouTube MCP Server
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This MCP server fetches and extracts transcripts from YouTube videos, enabling …
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| 36202 |
nas-mcp-server
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MCP server for managing a media server stack (Plex, Radarr, Overseerr, Bazarr, …
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| 36203 |
mcp-oraclefusion
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Read-only access to Oracle Fusion Cloud ERP data via natural language queries, …
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| 36204 |
Vaultix MCP Server
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Enables Claude to interact with the Vaultix Payment API for managing charges, c…
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| 36205 |
hivekey.ai
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Identity infrastructure for AI agents. Email, credentials, and 2FA — everything…
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| 36206 |
Apple MCP
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Integrates with Apple apps on macOS to enable AI-powered automation of Messages…
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| 36207 |
BharatPay MCP
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Provides AI agents with Indian fintech utilities including IFSC bank lookups, P…
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| 36208 |
Code graph context engine with 24 MCP tools. 170+ languages via tree-sitter.
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| 36209 |
Enables interaction with WhatsApp Business tools and services through a unified…
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| 36210 |
@dandeliongold/mcp-time
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Provides current time and time difference calculations in ISO format (YYYY-MM-D…
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| 36211 |
timera
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AI Chief of Staff for your time. Drift score, calendar, goals, and AI coaching.
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| 36212 |
rapid7-mcp-server
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Enables querying Rapid7 InsightIDR logs using natural language through AI assis…
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| 36213 |
Magector
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Technology-aware MCP server for Magento 2 and Adobe Commerce with intelligent i…
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| 36214 |
OwlOCR MCP
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A macOS-based MCP server that enables high-accuracy text extraction from PDF an…
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| 36215 |
sortie-mcp
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Campaign orchestration MCP server for AI agents — dependency DAGs, parallel fan…
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| 36216 |
capsulemcp
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MCP server for [Capsule CRM](https://capsulecrm.com). 81 tools (49 in read-only…
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| 36217 |
cynthion-mcp
Claim
Drive a Cynthion USB test instrument from an LLM via the Model Context Protocol…
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| 36218 |
oci-mcp
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Model Context Protocol (MCP) server exposing Oracle Cloud Infrastructure tools,…
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| 36219 |
Chemistry VC
Claim
Discover Chemistry VC’s mission, team, investment criteria, and portfolio. Quic…
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| 36220 |
Buienradar MCP Server
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Fetches precipitation forecasts for any location using Buienradar, providing re…
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| 36221 |
wiki-mcp
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| 36222 |
digital-human-library
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MCP server for creating and managing digital human models with built-in EU AI A…
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| 36223 |
Debug any supported language with breakpoints, variable/state inspection, and s…
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| 36224 |
cloudflare-search
Claim
Aggregated search API service that provides real-time web search capabilities f…
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| 36225 |
URL shortening API for AI agents. Convert long URLs into compact short links wi…
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| 36226 |
video-toolkit-mcp
Claim
A Model Context Protocol (MCP) server that provides comprehensive video tools: …
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| 36227 |
Provides web search and content fetching capabilities using DuckDuckGo, with ra…
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| 36228 |
Ghost Browser MCP
Claim
Undetectable browser automation server for MCP-compatible AI agents, offering 2…
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| 36229 |
Enables generation of enterprise-grade software templates with built-in GDPR/Sw…
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| 36230 |
FinOpsGuard
Claim
MCP agent providing cost-aware guardrails for IaC in CI/CD with advanced policy…
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| 36231 |
Amazon account health, listing, FBA inventory, fee, PPC, review, and appeal int…
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| 36232 |
Ripple-MCP
Claim
A field-level semantic change impact analysis MCP server for Claude Code, enabl…
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| 36233 |
pg-mcp-server
Claim
A Model Context Protocol server for PostgreSQL databases that enables AI agents…
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| 36234 |
Puppeteer+ MarTech
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Extends Puppeteer to enable digital marketing and SEO analysis, including detec…
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| 36235 |
blog
Claim
Cloudflare Workers MCP server: blog
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| 36236 |
test_mcp_server_v2
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| 36237 |
ga4-mcp
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An MCP server integrating Google Analytics 4, Search Console, and Indexing API,…
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| 36238 |
Canvas Agent
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MCP server that connects AI assistants to Instructure Canvas LMS, enabling teac…
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| 36239 |
Code Box
Claim
A self-hosted MCP server providing stateful code execution (Python/JavaScript) …
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| 36240 |
open-codex-browser-use
Claim
👾 Open Browser Use – Open-Source Alternative to Codex Browser Use
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| 36241 |
ekursy-mcp-py
Claim
Enables AI tools to access student profiles, course lists, grades, page content…
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| 36242 |
Curie Commerce
Claim
Search, compare in 3D, and buy products from 5.6M+ Shopify stores. Free tier; P…
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| 36243 |
terminal-guardian-mcp
Claim
Provides secure, sandboxed terminal access for AI assistants via the Model Cont…
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| 36244 |
Atlas
Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
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| 36245 |
MCP CRUD Tools
Claim
Enables interaction with Users and Products through a CRUD service REST API, pr…
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| 36246 |
leave-management
Claim
Enables employees to check leave balance, apply for leave, and view leave histo…
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| 36247 |
redline
Claim
Run local prompt regression checks from prompt-response logs in AI coding assis…
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| 36248 |
Provides a standardized MCP interface for interacting with HTTP tools and servi…
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| 36249 |
AI-powered SEO and marketing tools for Claude, Cursor, and any MCP client. Rese…
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| 36250 |
pg-mcp
Claim
A Model Context Protocol server for PostgreSQL that enables database operations…
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