MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 3 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16551 |
An MCP server for tracking Binance Alpha trades, helping AI agents optimize alp…
|
F 25 5⁄5 | ||||||||
| 16552 |
A comprehensive personal AI toolserver that exposes 105 tools across 25 groups—…
|
F 25 6⁄6 | ||||||||
| 16553 |
An MCP server for conversational FHIR testing that integrates with the Touchsto…
|
F 25 5⁄5 | ||||||||
| 16554 |
Automatically extracts architectural decisions, patterns, and insights from Git…
|
F 25 5⁄4 | ||||||||
| 16555 |
Parses WeChat public account articles to extract metadata, content, and generat…
|
F 25 5⁄5 | ||||||||
| 16556 |
An MCP server that provides access to Stern, a philosophical AI mentor combinin…
|
F 25 5⁄5 | ||||||||
| 16557 |
Connects Google Search Console with Claude AI to analyze SEO data through natur…
|
F 25 5⁄5 | ||||||||
| 16558 |
Security scanner for AI agents, MCP servers and agent skills.
|
F 25 5⁄4 | ||||||||
| 16559 |
MCP server for InsForge BaaS — database, storage, edge functions, and deploymen…
|
F 25 6⁄6 | ||||||||
| 16560 |
An MCP server that integrates with MySQL databases, enabling secure read and wr…
|
F 25 5⁄5 | ||||||||
| 16561 |
Connects your WordPress.com account to Claude Desktop, enabling you to read you…
|
F 25 5⁄4 | ||||||||
| 16562 |
A server implementation that enables interaction with the Futarchy protocol on …
|
F 25 5⁄5 | ||||||||
| 16563 |
Read+write MCP server for Zotero with full write support — create items, manage…
|
F 25 5⁄5 | ||||||||
| 16564 |
Google Toolbox
|
F 25 5⁄4 | ||||||||
| 16565 |
A utility tool that analyzes Next.js application routes and provides detailed i…
|
F 25 5⁄4 | ||||||||
| 16566 |
A group of model context protocol servers provide cognitive enhancement tools f…
|
F 25 5⁄5 | ||||||||
| 16567 |
Generates 2D game assets (sprites, icons, tilesets, characters, animations) usi…
|
F 25 5⁄4 | ||||||||
| 16568 |
Enables AI assistants to search for business leads using FlashLeads' web harves…
|
F 25 5⁄5 | ||||||||
| 16569 |
Enables AI-assisted 3D modeling workflows by connecting Blender with LLMs and C…
|
F 25 5⁄4 | ||||||||
| 16570 |
Open-source multi-agent task board for OpenClaw. Kanban + DAG dependencies + MC…
|
F 25 5⁄5 | ||||||||
| 16571 |
Enables AI assistants to search for pet products, manage shopping carts, and bo…
|
F 25 5⁄5 | ||||||||
| 16572 |
Enables the deployment of HTML content, folders, and full-stack projects to Edg…
|
F 25 6⁄6 | ||||||||
| 16573 |
Automatically generates and updates CVs/resumes by aggregating data from git co…
|
F 25 5⁄4 | ||||||||
| 16574 |
MindBridge is an AI orchestration MCP server that lets any app talk to any LLM …
|
F 25 5⁄5 | ||||||||
| 16575 |
MCP Server for the Mapbox API.
|
F 25 5⁄5 | ||||||||
| 16576 |
Open agent registry — discover and hire autonomous AI agents by capability. 16 …
|
F 25 5⁄5 | ||||||||
| 16577 |
The only Multi-LLM Compliance Engine (GPT-4o + Claude + DeepSeek). Auto-fix GDP…
|
F 25 5⁄4 | ||||||||
| 16578 |
Enables users to search for geographic locations and visualize them on an inter…
|
F 25 5⁄5 | ||||||||
| 16579 |
A Node.js server that integrates with pytest to facilitate the ModelContextProt…
|
F 25 5⁄4 | ||||||||
| 16580 |
Manage your entire Sevalla cloud infrastructure from AI agents. Hosted remote s…
|
F 25 5⁄5 | ||||||||
| 16581 |
MCP Server Framework and Tool Development library for building custom capabilit…
|
F 25 5⁄4 | ||||||||
| 16582 |
Enables access to Columbus School for Girls Veracross portal features including…
|
F 25 5⁄5 | ||||||||
| 16583 |
Canvas LMS integration for students and educators with FERPA-compliant analytic…
|
F 25 6⁄6 | ||||||||
| 16584 |
Manages sports video metadata with CRUD operations for game information, teams,…
|
F 25 5⁄5 | ||||||||
| 16585 |
An MCP server that provides AI image generation capabilities using OpenAI and R…
|
F 25 5⁄5 | ||||||||
| 16586 |
Agent-optimized MCP server for Kit.com email marketing. 13 composite tools, 100…
|
F 25 5⁄4 | ||||||||
| 16587 |
Fact-check and fix AI outputs. Hallucination detection, schema validation, auto…
|
F 25 5⁄4 | ||||||||
| 16588 |
Enables integration with iFlytek's SparkAgent Platform to invoke task chains an…
|
F 25 5⁄5 | ||||||||
| 16589 |
Enables AI image generation through Ketchup AI with automatic prompt optimizati…
|
F 25 5⁄5 | ||||||||
| 16590 |
Inter-agent communication for multi-agent Claude Code workflows.
|
F 25 6⁄6 | ||||||||
| 16591 |
Full-stack security for AI agents — static analysis + MCP runtime interception.…
|
F 25 5⁄5 | ||||||||
| 16592 |
Bug bounty platform for vibe coders. Post bugs from AI-generated code, browse b…
|
F 25 5⁄5 | ||||||||
| 16593 |
An MCP server for Azure DevOps that allows users to manage work items, sprints,…
|
F 25 5⁄5 | ||||||||
| 16594 |
Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loade…
|
F 25 5⁄4 | ||||||||
| 16595 |
Enables real-time cryptocurrency price monitoring and intelligent alerts for De…
|
F 25 5⁄5 | ||||||||
| 16596 |
A Tauri plugin that enables AI agents to interact with Tauri applications throu…
|
F 25 5⁄4 | ||||||||
| 16597 |
Provides access to Appian's Aurora design system documentation via GitHub, enab…
|
F 25 5⁄5 | ||||||||
| 16598 |
Enables Claude to interact with DingTalk workspaces to search for users, retrie…
|
F 25 5⁄5 | ||||||||
| 16599 |
Kiln MCP server for agents: design, slice, print, monitor, and recover physical…
|
F 25 5⁄4 | ||||||||
| 16600 |
An MCP server for Tern that enables the generation, verification, and managemen…
|
F 25 5⁄4 | ||||||||