MCP Server Quality Scores
Independent quality analysis of 64766 public MCP servers
Last updated 3 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32301 |
MailMCP
Claim
Enables reading, sending, and managing emails via IMAP/SMTP through natural lan…
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| 32302 |
Mailspring MCP Server
Claim
Enables AI agents to read email data (threads, messages, contacts, folders, lab…
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| 32303 |
PostgreSQL MCP Server
Claim
Exposes PostgreSQL database operations as tools for AI assistants, allowing SQL…
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| 32304 |
appstore-intel-mcp
Claim
A remote MCP server that gives AI agents structured access to Google Play and t…
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| 32305 |
applescript-mcp
Claim
Enables Claude to automate macOS applications, manage files, control music, sen…
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| 32306 |
slack-messages
Claim
Enables fuzzy searching and browsing of Slack messages, users, and channels via…
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| 32307 |
pricempire-mcp
Claim
An MCP server for querying your Pricempire CS2 trader portfolio, providing tota…
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| 32308 |
MCP-CodeReviewer
Claim
A three-layer funnel AI code review engine that reduces LLM token consumption b…
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| 32309 |
brandguard
Claim
Scans npm, PyPI, and GitHub for typosquatting and brand impersonation, risk-sco…
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| 32310 |
DocMistral MCP Server
Claim
Converts documents and images to Markdown using Mistral AI's OCR, enabling AI-p…
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| 32311 |
Võro MCP Server
Claim
An MCP server for working with the Võro language: local dictionary and corpus l…
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| 32312 |
PFT Chatbot MCP
Claim
Enables building encrypted, on-chain chatbots on the PFTL network. Allows LLMs …
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| 32313 |
Munin Memory
Claim
Enables AI assistants to have persistent, self-hosted memory across sessions an…
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| 32314 |
litestar-mcp
Claim
A Litestar plugin that automatically exposes marked routes as MCP tools and res…
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| 32315 |
Tipsoi MCP
Claim
Read-only MCP server for the Tipsoi HRM API, exposing 15 tools to read employee…
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| 32316 |
SendGrid MCP Server
Claim
Enables AI models to send emails, manage contacts, and interact with SendGrid's…
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| 32317 |
mcpsmith
Claim
deposit pour un test n8n
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| 32318 |
autotuesday-kb-mcp
Claim
Enables secure access to an organizational knowledge base via Supabase (RLS), p…
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| 32319 |
google-nice-mcp
Claim
A read-only MCP server for Gmail and Drive with only 5 tools, designed to be fr…
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| 32320 |
vercel-mcp-pro
Claim
A comprehensive MCP server with 70 tools covering the entire Vercel REST API, e…
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| 32321 |
kept
Claim
Search, archive, and recall your AI conversations. ChatGPT, Claude, Gemini, Gro…
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| 32322 |
Monti APM MCP Server
Claim
Enables AI assistants to interact with Monti APM for Meteor application perform…
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| 32323 |
my-first-mcp
Claim
A local MCP server that connects Claude Desktop to execute custom local code, s…
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| 32324 |
KAIROS MCP
Claim
Enables AI agents to store and execute reusable protocol chains with persistent…
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| 32325 |
ResourceSpace MCP Server
Claim
Provides comprehensive access to the ResourceSpace Digital Asset Management API…
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| 32326 |
MCP Remote Code
Claim
Enables agent-style remote development over SSH with file operations and comman…
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| 32327 |
yt-subs
Claim
Extracts clean text transcripts from YouTube videos using their subtitles and r…
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| 32328 |
figma-mcp-hybrid
Claim
Enables reading Figma files via REST API and writing to the Figma canvas via a …
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| 32329 |
Cloud Tools Gateway
Claim
A remote MCP server providing web scraping and URL analysis tools (fetch webpag…
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| 32330 |
Refero MCP
Claim
Enables searching the Refero design catalog in plain English and generates DESI…
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| 32331 |
docs-scraper
Claim
Enables scraping and searching documentation websites using semantic or keyword…
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| 32332 |
promptpack
Claim
Enables AI agents to scan codebases for prioritized findings (TODO, FIXME, XXX)…
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| 32333 |
Enables full CRUD control of Ontology items in Microsoft Fabric, including enti…
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| 32334 |
github-channels
Claim
Streams GitHub webhook events (push, PR, issues, CI) into Claude Code session i…
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| 32335 |
tuma250-mcp
Claim
Enables AI clients to search products, manage shopping carts, and browse order …
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| 32336 |
@cassette.diy/mcp
Claim
MCP server for managing Cassette music releases and Creator clips through AI as…
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| 32337 |
GRC MCP Server
Claim
Enables AI agents to interact with IBM OpenPages GRC platform through a standar…
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| 32338 |
gmail-mcp
Claim
A read-only, multi-account Gmail MCP server for Claude Code that lets Claude se…
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| 32339 |
Enables Chinese traditional calendar functions including BaZi calculation, cale…
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| 32340 |
MCP COO DeFi
Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
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| 32341 |
MCP Shopify Admin Server
Claim
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
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| 32342 |
Enables web search via Azure OpenAI Responses API with the web_search_preview t…
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| 32343 |
mcp-ffmpeg
Claim
Provides 30+ FFmpeg video and audio editing tools via MCP, enabling AI assistan…
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| 32344 |
linkup-mcp
Claim
Provides web search and local document RAG using Ollama, enabling privacy-prese…
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| 32345 |
instagram-personal-mcp
Claim
An MCP server that wraps instagrapi to read, engage, and send DMs from a person…
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| 32346 |
Classifies SAP ABAP objects against SAP's official Clean Core release catalog t…
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| 32347 |
claude-ai-mcp-demo
Claim
MCP server that enables Claude to dynamically rebrand and restock a themeable m…
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| 32348 |
flow-like
Claim
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, sp…
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| 32349 |
sysprobe-mcp
Claim
Token-efficient MCP server for Linux system diagnostics and desktop/hardware co…
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| 32350 |
MCP Platform
Claim
High-performance Model Context Protocol server supporting multiple LLM provider…
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