MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◎ Verified Scores | ||||||||||
| 17701 |
Allows developers and AI Agents to query Google Cloud Logging using natural lan…
|
D 41 5⁄5 | ||||||||
| 17702 |
Viper
Claim
Adversary simulation and Red teaming platform with AI
|
D 41 5⁄3 | ||||||||
| 17703 |
askimo
Claim
Open-source AI desktop app with built-in knowledge base, MCP support, and multi…
|
D 41 5⁄3 | ||||||||
| 17704 |
Provides access to real-time water data from the USGS Water Services API, allow…
|
D 41 5⁄5 | ||||||||
| 17705 |
AiTop Club
Claim
The first open catalog and community for AI agents. Register, search, share ski…
|
D 41 4⁄4 | ||||||||
| 17706 |
Enables searching and retrieving IT study groups and event information from con…
|
D 41 5⁄5 | ||||||||
| 17707 |
Manage your entire LinkedIn presence - write posts, schedule publishing, track …
|
D 41 5⁄5 | ||||||||
| 17708 |
CalDAV MCP Server
Claim
Enables CRUD operations for calendar events, journal entries, and todos on any …
|
D 41 5⁄5 | ||||||||
| 17709 |
A multi-tenant Model Context Protocol server that provides a secure interface t…
|
D 41 5⁄5 | ||||||||
| 17710 |
Slack Search MCP Server
Claim
Enables searching and retrieving messages across Slack workspaces using Slack's…
|
D 40 5⁄5 | ||||||||
| 17711 |
hmr
Claim
Hot Module Reload (HMR) for Python with reactive programming and MCP tools
|
D 40 5⁄5 | ||||||||
| 17712 |
Remote MCP Server
Claim
A deployable MCP server on Cloudflare Workers that can be accessed from Claude …
|
D 40 5⁄5 | ||||||||
| 17713 |
Real-time prediction market intelligence for AI agents. Query Polymarket and Ka…
|
D 40 4⁄4 | ||||||||
| 17714 |
MCP server for real-time Solana token risk analysis. Cross-references RugCheck.…
|
D 40 5⁄5 | ||||||||
| 17715 |
Kogna MCP Server
Claim
Enables interaction with Kogna's multi-agent AI avatar system, allowing users t…
|
D 40 5⁄5 | ||||||||
| 17716 |
Firefly III MCP Server
Claim
Enables interaction with Firefly III personal finance management instances via …
|
D 40 4⁄4 | ||||||||
| 17717 |
api-governance
Claim
API governance for AI agents. Detects breaking changes, scores blast radius, bl…
|
D 40 4⁄4 | ||||||||
| 17718 |
Spamshieldpro MCP Server
Claim
Enables spam detection and content filtering by integrating with the Spamshield…
|
D 40 5⁄5 | ||||||||
| 17719 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
D 40 5⁄5 | ||||||||
| 17720 |
memory-visualizer
Claim
Interactive visualizer for Anthropic's Memory MCP knowledge graphs. Instantly e…
|
D 40 5⁄3 | ||||||||
| 17721 |
Zohairs-server
Claim
Test
|
D 40 5⁄5 | ||||||||
| 17722 |
Instagram120 MCP Server
Claim
Enables access to Instagram data including posts, reels, stories, user profiles…
|
D 40 5⁄5 | ||||||||
| 17723 |
Ics Ap Apis MCP Server
Claim
Provides access to Ics Ap Apis API endpoints with authentication support, enabl…
|
D 40 5⁄5 | ||||||||
| 17724 |
22,000+ Seoul public facility data for tourists: restrooms, pharmacies, WiFi, A…
|
D 40 5⁄5 | ||||||||
| 17725 |
Enables affiliate marketing and product promotion across Taobao, JD.com, and Pi…
|
D 40 5⁄5 | ||||||||
| 17726 |
Connect AI agents to bank accounts, transactions, balances, and investments.
|
D 40 5⁄5 | ||||||||
| 17727 |
Perplexity2 MCP Server
Claim
Enables AI-powered search and analysis of Google data through the Perplexity2 A…
|
D 40 5⁄5 | ||||||||
| 17728 |
Provide instant access to SvelteKit and Tailwind CSS documentation along with r…
|
D 40 5⁄5 | ||||||||
| 17729 |
Canvas MCP Server
Claim
Connects Claude Desktop to Canvas LMS to monitor academic activities like assig…
|
D 40 4⁄4 | ||||||||
| 17730 |
Financial MCP Server
Claim
Provides mock financial data including bank transactions, credit reports, and E…
|
D 40 5⁄5 | ||||||||
| 17731 |
An MCP server that automates government and enterprise tender workflows, includ…
|
D 40 5⁄5 | ||||||||
| 17732 |
Enables generation of customizable QR codes through the API Ninjas service, sup…
|
D 40 5⁄5 | ||||||||
| 17733 |
Realty In Au MCP Server
Claim
Enables access to Australian real estate data through the Realty In Au API, sup…
|
D 40 5⁄5 | ||||||||
| 17734 |
Connect AI assistants to your Aiqbee brains via the Model Context Protocol.
Se…
|
D 40 5⁄5 | ||||||||
| 17735 |
A starter template for creating MCP servers compatible with Puch AI, featuring …
|
D 40 5⁄5 | ||||||||
| 17736 |
Model Context Protocol server enabling querying and management of OpenFGA and A…
|
D 40 5⁄5 | ||||||||
| 17737 |
mcp
Claim
A 3D printer MCP server that allows for getting live printer state, webcam snap…
|
D 40 4⁄4 | ||||||||
| 17738 |
Moltjiji
Claim
An agent-to-agent marketplace where AI agents discover, hire, and pay each othe…
|
D 40 5⁄5 | ||||||||
| 17739 |
Provides comprehensive data insights into enterprise operations, including comp…
|
D 40 5⁄5 | ||||||||
| 17740 |
mcp-server-alice
Claim
Secure audio transcription meets AI. Connect Alice recordings to Claude, ChatGP…
|
D 40 4⁄4 | ||||||||
| 17741 |
MCP Server Template
Claim
A minimal FastMCP server template for Render deployment with streamable HTTP tr…
|
D 40 5⁄5 | ||||||||
| 17742 |
Salesforce Pardot MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 17743 |
Stripe MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 17744 |
MCPlayerOne
Claim
Enables playing AI-generated text-based maze adventure games with synthwave the…
|
F 39 5⁄5 | ||||||||
| 17745 |
Gmail MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 17746 |
A proxy service that connects Claude Code to Alibaba Cloud International OpenAP…
|
F 39 4⁄4 | ||||||||
| 17747 |
MCP server for searching Airweave collections with natural language queries.
|
F 39 5⁄5 | ||||||||
| 17748 |
Azure Data Lake Storage MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 17749 |
Elasticsearch MCP Server by CData
|
F 39 5⁄3 | ||||||||
| 17750 |
SAP Business One MCP Server by CData
|
F 39 5⁄3 | ||||||||