MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 1 hour, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37801 |
flow2
Claim
Design mobile-first presentations — create, edit, preview, and publish from you…
|
— | ||||||||
| 37802 |
MCP Apple Reminders
Claim
A macOS-only MCP server that exposes Apple Reminders to AI clients, enabling cr…
|
— | ||||||||
| 37803 |
Grupr MCP Server
Claim
MCP server to interact with Grupr agents, enabling polling new messages, postin…
|
— | ||||||||
| 37804 |
poranos-mcp-ainpc
Claim
Enables Claude Desktop/Code to read and edit Poranos AI NPC scenarios and conve…
|
— | ||||||||
| 37805 |
ManyMeet
Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
|
— | ||||||||
| 37806 |
CodeAudit MCP
Claim
A read-only MCP server for AI coding agents to inspect repositories, audit code…
|
— | ||||||||
| 37807 |
wavekit-mcp
Claim
An MCP server that provides AI assistants with a persistent, sandboxed Python e…
|
— | ||||||||
| 37808 |
@repomend/mcp
Claim
Security scanning MCP server that connects Claude to RepoMend findings, enablin…
|
— | ||||||||
| 37809 |
groupdocs-conversion-mcp
Claim
MCP server for GroupDocs.Conversion — convert, inspect, and list supported form…
|
— | ||||||||
| 37810 |
Roblox MCP Server
Claim
Enables AI assistants to interact with running Roblox game instances by inspect…
|
— | ||||||||
| 37811 |
MyArxivDB_MCP
Claim
Organizes personal research papers by crawling arXiv metadata, embedding abstra…
|
— | ||||||||
| 37812 |
piia-engram
Claim
Local-first AI identity for MCP coding tools. User-approved lessons, decisions,…
|
— | ||||||||
| 37813 |
Math MCP Learning
Claim
Educational MCP server with math operations, statistics, visualizations, and pe…
|
— | ||||||||
| 37814 |
💯 The fastest YouTube transcript + YouTube search MCP for AI agents. Try for fr…
|
— | ||||||||
| 37815 |
mapwise-mcp
Claim
Send friendly, personalized greetings on demand. Generate quick salutations wit…
|
— | ||||||||
| 37816 |
Setup Agent MCP
Claim
Enables AI assistants to automatically analyze GitHub repositories and set up d…
|
— | ||||||||
| 37817 |
askgrokmcp
Claim
Brings xAI's Grok API into Claude Code as native tools, enabling chat, image ge…
|
— | ||||||||
| 37818 |
Alienvault Otx
Claim
AlienVault OTX MCP — Open Threat Exchange (free with key)
|
— | ||||||||
| 37819 |
looply
Claim
Looply AI call center MCP Server - manage calls, leads, contacts, and analytics.
|
— | ||||||||
| 37820 |
MCP server for n8n workflow management -- view, create, sync and manage workflo…
|
— | ||||||||
| 37821 |
touchgrass-mcp
Claim
Hire Orb-verified humans for real-world tasks with on-chain escrow on World Cha…
|
— | ||||||||
| 37822 |
mcp-gateway
Claim
Aggregates tools from multiple MCP servers with unified BM25/regex search and d…
|
— | ||||||||
| 37823 |
Artel
Claim
Self-hosted shared-memory & coordination mesh for AI agent fleets. You host it;…
|
— | ||||||||
| 37824 |
Website technology detection API for AI agents. Identify 50+ technologies on an…
|
— | ||||||||
| 37825 |
Lorem Ipsum placeholder text generator API for AI agents. Generate paragraphs, …
|
— | ||||||||
| 37826 |
Advanced codebase indexing and semantic search MCP server
|
— | ||||||||
| 37827 |
FastMCP server for Substack — publish Notes and posts, pull analytics, manage d…
|
— | ||||||||
| 37828 |
david-mcp6
Claim
|
— | ||||||||
| 37829 |
Jeikin
Claim
Accessibility compliance for AI coding tools. WCAG 2.2 reviews with shared evid…
|
— | ||||||||
| 37830 |
pexels
Claim
MCP server for searching Pexels stock photos, videos, and curated collections.
|
— | ||||||||
| 37831 |
date-calculator-ai-mcp
Claim
date-calculator-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 37832 |
Read-only UniProtKB via MCP (entries, sequences, features, GO, taxonomy, ID map…
|
— | ||||||||
| 37833 |
Apple Music MCP Server
Claim
Connects Claude Code to Apple Music using only your Apple ID, without needing a…
|
— | ||||||||
| 37834 |
An MCP server that integrates with the BoardGameGeek XML API, allowing Claude t…
|
— | ||||||||
| 37835 |
verity
Claim
Real-time fact-checking MCP. Verifies claims against live sources with structur…
|
— | ||||||||
| 37836 |
Ethereum RPC MPC Server
Claim
An MCP server that bridges AI models with Ethereum blockchains via all JSON-RPC…
|
— | ||||||||
| 37837 |
MCP Security Tools Suite
Claim
Enables ethical security testing and attack surface management through SSL cert…
|
— | ||||||||
| 37838 |
CoreViz MCP
Claim
Exposes a visual library with semantic search, tagging, editing, and management…
|
— | ||||||||
| 37839 |
MemHeaven
Claim
Self-hosted remote MCP memory server for ChatGPT and AI agents.
|
— | ||||||||
| 37840 |
Meilisearch API Server
Claim
Provide AI models with seamless access to Meilisearch's powerful search and ind…
|
— | ||||||||
| 37841 |
Enables exploration and search of local filesystems using glob pattern matching…
|
— | ||||||||
| 37842 |
Solana DeFi MCP Server
Claim
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM
Direct, st…
|
— | ||||||||
| 37843 |
MCP server for R package development using usethis, devtools, renv, and testthat
|
— | ||||||||
| 37844 |
datafood-mcp
Claim
DataFood: 16 data sources (crypto/DeFi/security/news/finance) via one MCP. Bund…
|
— | ||||||||
| 37845 |
research-assistant-mcp
Claim
An MCP server that enables saving, retrieving, and managing research content us…
|
— | ||||||||
| 37846 |
trades
Claim
Stock trades of U.S. Congress & executive-branch officials, with conflict flags…
|
— | ||||||||
| 37847 |
epwforge-mcp
Claim
EPW/DDY weather files - TMY/AMY/CMIP6 morphing, UHI, events, smoke. 3 of 4 tool…
|
— | ||||||||
| 37848 |
w3-mcp-server-qdrant
Claim
Python MCP server for vector search using Qdrant vector database and Ollama emb…
|
— | ||||||||
| 37849 |
vozclara
Claim
Generate Knowledge Packs — summary, flashcards, quiz, transcript — from any You…
|
— | ||||||||
| 37850 |
kicad-jlcpcb
Claim
Automates PCB design from idea to fabrication: sources JLCPCB parts, fetches pi…
|
— | ||||||||