MCP Server Quality Scores
Independent quality analysis of 46593 public MCP servers
Last updated 1 hour, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26351 |
Enables users to publish, schedule, and manage social media content across nine…
|
B 75 3⁄4 | ||||||||
| 26352 |
Wallet for AI agents. Earn via invoices, spend on other agents and paid APIs, m…
|
B 75 3⁄4 | ||||||||
| 26353 |
Provides AI assistants with deep knowledge of the No.JS framework, including do…
|
B 75 3⁄4 | ||||||||
| 26354 |
knot
Claim
Knot is a semantic and structural codebase indexer designed for AI coding agent…
|
B 75 3⁄4 | ||||||||
| 26355 |
AI-powered content management for Strapi CMS. Full CRUD operations, media uploa…
|
B 75 3⁄4 | ||||||||
| 26356 |
Shared research cache across AI agents. Hit → instant answer from verified sour…
|
B 75 3⁄4 | ||||||||
| 26357 |
Integrate Shadcn Space MCP server into your IDE to generate ready-to-use shadcn…
|
B 75 3⁄4 | ||||||||
| 26358 |
voyager-commerce
Claim
AI ticket commerce for theme parks, zoos, museums, and aquariums via any AI age…
|
B 75 3⁄5 | ||||||||
| 26359 |
Enables AI assistants to automatically call Carbonstop Cloud API for carbon foo…
|
B 75 3⁄4 | ||||||||
| 26360 |
Provides tools for discovering events, venues, and attractions through the Tick…
|
B 75 3⁄4 | ||||||||
| 26361 |
Enables AI agents to control Minecraft bots via natural language commands by br…
|
B 75 3⁄4 | ||||||||
| 26362 |
A unified Model Context Protocol server for MiniMax CLI (mmx)
|
B 75 3⁄4 | ||||||||
| 26363 |
Cloudflare Control
Claim
Enables AI assistants to manage Cloudflare infrastructure including DNS records…
|
B 75 3⁄4 | ||||||||
| 26364 |
Manage 230M+ influencers, track campaigns, and access real-time CIMS analytics …
|
B 75 2⁄5 | ||||||||
| 26365 |
Enables access to Withings Health API data including body measurements, activit…
|
B 75 3⁄4 | ||||||||
| 26366 |
MCP server for Drupal sites via JSON:API, enabling CRUD operations on nodes, ta…
|
B 75 3⁄4 | ||||||||
| 26367 |
Green Helix
Claim
AI agent commerce platform — 141 tools for payments, escrow, identity, marketpl…
|
B 75 3⁄4 | ||||||||
| 26368 |
Franchise evaluation tools built from 81+ closed deals. Validate FDD investment…
|
B 75 3⁄4 | ||||||||
| 26369 |
trident-mcp
Claim
AI 3D model generation and post-processing: text/image/multiview-to-3D via Trip…
|
B 75 3⁄4 | ||||||||
| 26370 |
40 AI crypto tools: whale tracking, security scans, DeFi analytics, quantum sec…
|
B 75 3⁄5 | ||||||||
| 26371 |
An MCP server that enables users to shorten long URLs into permanent, shareable…
|
B 75 3⁄4 | ||||||||
| 26372 |
This MCP server provides AI assistants with full control over Celery task queue…
|
B 75 3⁄4 | ||||||||
| 26373 |
Persistent, correctable AI memory with zero dependencies. Corrections always su…
|
B 75 3⁄4 | ||||||||
| 26374 |
Meta (Facebook/Instagram) and TikTok ad campaign management for AI agents. One …
|
B 75 3⁄4 | ||||||||
| 26375 |
MCP server for Todoist built on the unified API v1. Stdio transport, 20 tools c…
|
B 75 3⁄4 | ||||||||
| 26376 |
Persistent AI memory brain for Claude Code, Cursor, Copilot, Windsurf, Cline & …
|
B 75 3⁄4 | ||||||||
| 26377 |
aerostack-registry
Claim
Search and discover 100+ hosted MCP servers on Cloudflare's edge with semantic …
|
B 75 3⁄4 | ||||||||
| 26378 |
Enables users to document data and connect it to AI agents by defining tools an…
|
B 75 3⁄4 | ||||||||
| 26379 |
An MCP server that provides structured Google Search capabilities including web…
|
B 75 3⁄4 | ||||||||
| 26380 |
Provides tools to search and retrieve nonprofit organization data and IRS filin…
|
B 75 3⁄4 | ||||||||
| 26381 |
The most complete open-source MCP server for Discord — 80+ tools, dual-mode: in…
|
B 75 3⁄4 | ||||||||
| 26382 |
Web Resource Ledger
Claim
📇 ☁️ - Capture web pages as cryptographically signed, tamper-evident evidence. …
|
B 75 3⁄4 | ||||||||
| 26383 |
One key, 100+ models — chat with any LLM and generate video, images, speech. Fr…
|
B 75 2⁄5 | ||||||||
| 26384 |
AI-powered content management for Strapi CMS. Full CRUD operations, media uploa…
|
B 75 3⁄4 | ||||||||
| 26385 |
MCP server for tracking revenue opportunities including bounties, grants, hacka…
|
B 75 3⁄4 | ||||||||
| 26386 |
Enables AI assistants to interact with Metabase for database operations, SQL qu…
|
B 75 3⁄4 | ||||||||
| 26387 |
Search 1,500+ pre-verified, cited knowledge units across 16 domains. 6 tools: q…
|
B 75 3⁄4 | ||||||||
| 26388 |
An MCP server that connects to the Google Play Developer API to deploy apps, ma…
|
B 74 3⁄4 | ||||||||
| 26389 |
A thin MCP proxy that connects LLM clients like Claude and ChatGPT to Viraly's …
|
B 74 3⁄4 | ||||||||
| 26390 |
Enables AI assistants and MCP clients to manage Proxmox VE infrastructure, incl…
|
B 74 3⁄4 | ||||||||
| 26391 |
MCP server for the SnapAPI web capture API. Take screenshots, scrape pages, ext…
|
B 74 3⁄4 | ||||||||
| 26392 |
Human-in-the-loop approval gate for AI agents. Your agent calls submit_approval…
|
B 74 3⁄4 | ||||||||
| 26393 |
Enables AI assistants to interact with Origin Quantum computing services throug…
|
B 74 3⁄4 | ||||||||
| 26394 |
The security runtime for MCP servers. Every tool call inspected. Every attack b…
|
B 74 3⁄4 | ||||||||
| 26395 |
AI agent-to-agent SLA agreements on Base with insurance, reputation, and x402 p…
|
B 74 2⁄5 | ||||||||
| 26396 |
Helps AI agents search the public web and fetch content with anti-bot measures,…
|
B 74 3⁄4 | ||||||||
| 26397 |
Invariance MCP
Claim
Connects AI assistants to the Invariance observability platform, enabling natur…
|
B 74 3⁄4 | ||||||||
| 26398 |
A powerful web scraping MCP server built on Scrapy and FastMCP that supports mu…
|
B 74 3⁄4 | ||||||||
| 26399 |
Enables AI assistants to save and manage question-and-answer pairs within a str…
|
B 74 3⁄4 | ||||||||
| 26400 |
The conviction engine for autonomous crypto trading agents. 376 metrics across …
|
B 74 3⁄4 | ||||||||