MCP Server Quality Scores
Independent quality analysis of 33745 public MCP servers
Last updated 1 hour, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◎ Verified Scores | ||||||||||
| 17601 |
mcp-tool-kit
Claim
Agentic abstraction layer for building high precision vertical AI agents writte…
|
D 52 5⁄5 | ||||||||
| 17602 |
Enables management of Proxmox VE infrastructure through natural language, provi…
|
D 52 5⁄5 | ||||||||
| 17603 |
Yet another WebUI for Nginx
|
D 52 5⁄3 | ||||||||
| 17604 |
Send and manage WhatsApp messages, contacts, templates, and events via Peach AI.
|
D 52 5⁄3 | ||||||||
| 17605 |
Netdata
Claim
Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based an…
|
D 52 5⁄5 | ||||||||
| 17606 |
MCP server for Limitless Exchange prediction markets on Base
|
D 52 5⁄3 | ||||||||
| 17607 |
Filmladder MCP Server
Claim
Provides movie listings, showtimes, and personalized recommendations for Amster…
|
D 52 5⁄5 | ||||||||
| 17608 |
An MCP server that enables interaction with Twilio's Verify API, allowing users…
|
D 52 4⁄4 | ||||||||
| 17609 |
The Stripe Model Context Protocol server allows you to integrate with Stripe AP…
|
D 52 4⁄4 | ||||||||
| 17610 |
Complete financial market access for AI assistants - Real-time stocks, crypto, …
|
D 52 5⁄5 | ||||||||
| 17611 |
MCPist
Claim
A gateway service that connects AI assistants to numerous external tools like N…
|
D 52 4⁄4 | ||||||||
| 17612 |
20 pay-per-call utility tools for AI agents via x402 USDC micropayments on Base…
|
D 52 4⁄4 | ||||||||
| 17613 |
studiomeyer-geo
Claim
AI visibility monitoring. 23 tools for 8 LLM platforms. 19 tools free without A…
|
D 52 4⁄4 | ||||||||
| 17614 |
Publish AI-generated images to Vynly, the AI-only social feed, from any MCP-awa…
|
D 52 5⁄5 | ||||||||
| 17615 |
Market Data MCP Server
Claim
Enables fetching market and options data including OHLCV prices, option chains,…
|
D 52 4⁄4 | ||||||||
| 17616 |
[DEPRECATED] Superseded by systempromptio/systemprompt-template and systempromp…
|
D 52 5⁄5 | ||||||||
| 17617 |
Provides tools for accessing Alibaba Cloud observability products including SLS…
|
D 52 5⁄5 | ||||||||
| 17618 |
Provides AI agents with 220+ tools for building websites, sending email, managi…
|
D 52 4⁄4 | ||||||||
| 17619 |
hyper-mcp
Claim
📦️ A fast, secure MCP server that extends its capabilities through WebAssembly …
|
D 52 5⁄3 | ||||||||
| 17620 |
Memory MCP Worker
Claim
Provides cross-device access to a persistent knowledge graph via Cloudflare Wor…
|
D 52 5⁄5 | ||||||||
| 17621 |
mcpdir
Claim
The largest open MCP server directory — 8,000+ community-driven Model Context P…
|
D 52 5⁄3 | ||||||||
| 17622 |
A Model Context Protocol Server that enables LLMs to interact with and execute …
|
D 52 4⁄4 | ||||||||
| 17623 |
✨A MCP server that provides intelligent access to the HoloViz ecosystem for hum…
|
D 52 5⁄3 | ||||||||
| 17624 |
AnySite MCP Server
Claim
Enables comprehensive access to LinkedIn and Instagram data including user prof…
|
D 52 5⁄5 | ||||||||
| 17625 |
Fetch live Amazon product data using Amazon Scraper API MCP server
|
D 52 4⁄4 | ||||||||
| 17626 |
Token-efficient MCP memory for Markdown vaults. Tiered retrieval, hybrid search…
|
D 52 5⁄5 | ||||||||
| 17627 |
NWO Robotics
Claim
Control real robots and IoT devices through AI agents. Self-register with walle…
|
D 52 4⁄4 | ||||||||
| 17628 |
An MCP Server that provides a conversational interface to the UK Open Banking a…
|
D 52 4⁄4 | ||||||||
| 17629 |
identity-service
Claim
AGNTCY Identity Service serves as the central hub for managing and verifying di…
|
D 52 5⁄3 | ||||||||
| 17630 |
An MCP server providing 20 AI-powered tools for DoD/FedRAMP cloud engineering.
|
D 52 4⁄4 | ||||||||
| 17631 |
Enables PDF generation from URLs or HTML strings through the Yakpdf API, allowi…
|
D 52 4⁄4 | ||||||||
| 17632 |
AWT (AI Watch Tester)
Claim
AI-powered E2E testing MCP server. Point at a URL — AI generates test
scenarios…
|
D 52 4⁄4 | ||||||||
| 17633 |
Enable seamless interaction with Google Calendar through a standardized protoco…
|
D 52 5⁄3 | ||||||||
| 17634 |
DNS & email security scanner — 51 tools for SPF, DMARC, DKIM, DNSSEC, SSL, and …
|
D 52 5⁄5 | ||||||||
| 17635 |
An MCP server that provides build analysis and optimization recommendations for…
|
D 52 4⁄4 | ||||||||
| 17636 |
This MCP server provides emotional support through a rule-based system that ana…
|
D 52 4⁄4 | ||||||||
| 17637 |
AI-powered email marketing automation. Manage subscribers, campaigns, and seque…
|
D 52 5⁄3 | ||||||||
| 17638 |
Agentic-MCP, Progressive MCP client with three-layer lazy loading. Validates Ag…
|
D 52 5⁄3 | ||||||||
| 17639 |
Affilio Link Tools
Claim
Affilio.link URL shortener — shorten affiliate links, get QR codes, powered by …
|
D 52 4⁄4 | ||||||||
| 17640 |
keeper.sh
Claim
Calendar sync tool & universal calendar MCP server. Aggregate, sync and control…
|
D 51 5⁄5 | ||||||||
| 17641 |
MCP server for RustChain blockchain and BoTTube video platform — AI agent tools…
|
D 51 5⁄5 | ||||||||
| 17642 |
Browser Solidity compiler IDE - smart contract development testing deploy
|
D 51 5⁄3 | ||||||||
| 17643 |
Razorpay's Official MCP Server
|
D 51 5⁄3 | ||||||||
| 17644 |
Real-time banking regulatory intelligence from 100+ federal and state sources.
|
D 51 5⁄3 | ||||||||
| 17645 |
Supermemory MCP
Claim
A universal memory server that allows users to access their chat memories acros…
|
D 51 5⁄5 | ||||||||
| 17646 |
A Model Context Protocol server that integrates with Swit collaboration tools, …
|
D 51 5⁄5 | ||||||||
| 17647 |
MCP server exposing 1006 GitLab REST API and GraphQL operations as tools for AI…
|
D 51 5⁄5 | ||||||||
| 17648 |
Full email marketing platform for AI assistants — 32 MCP tools for campaigns, c…
|
D 51 4⁄4 | ||||||||
| 17649 |
MCPBench
Claim
The evaluation benchmark on MCP servers
|
D 51 5⁄3 | ||||||||
| 17650 |
Codeix
Claim
Fast semantic code search for AI agents — find symbols, references, and callers…
|
D 51 5⁄3 | ||||||||