MCP Server Quality Scores
Independent quality analysis of 33537 public MCP servers
Last updated 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21951 |
An MCP server that allows AI assistants to interact with the ServiceTitan API, …
|
C 60 4⁄3 | ||||||||
| 21952 |
Kibana Log Access Server
Claim
Provide seamless access to Kibana logs through a simple API designed for effici…
|
C 60 4⁄3 | ||||||||
| 21953 |
A transport wrapper that exposes Contentstack MCP tools over HTTP instead of st…
|
C 60 4⁄4 | ||||||||
| 21954 |
A Model Context Protocol server that enables interaction with Apache SeaTunnel …
|
C 60 4⁄4 | ||||||||
| 21955 |
Provides Azure Entra ID authenticated access to organizational development reso…
|
C 60 4⁄4 | ||||||||
| 21956 |
A WooCommerce (MCP) Model Context Protocol server
|
C 60 4⁄3 | ||||||||
| 21957 |
An MCP server that connects AI assistants to Anaplan's Integration API v2, enab…
|
C 60 4⁄4 | ||||||||
| 21958 |
Data Analysis MCP Server
Claim
Provides comprehensive statistical analysis tools for industrial data including…
|
C 60 4⁄4 | ||||||||
| 21959 |
A cryptocurrency price service that provides real-time crypto pricing informati…
|
C 60 4⁄4 | ||||||||
| 21960 |
Enterprise-grade MCP server with multi-agent system that enables AI-powered bus…
|
C 60 4⁄4 | ||||||||
| 21961 |
MCP server for automating Xiaohongshu (RED Note). Publish posts, search content…
|
C 60 4⁄3 | ||||||||
| 21962 |
Enables AI assistants to interact with SQL Server databases through natural lan…
|
C 60 4⁄4 | ||||||||
| 21963 |
Leaper Vision Toolkit
Claim
Convert images to desired formats or styles seamlessly. Enhance your applicatio…
|
C 60 4⁄4 | ||||||||
| 21964 |
Enables programmatic management of FortiGate firewall devices through MCP, supp…
|
C 60 4⁄4 | ||||||||
| 21965 |
mcpx
Claim
MCP client with connection pooling
|
C 60 4⁄3 | ||||||||
| 21966 |
Enables management of multiple Google Calendar accounts with support for search…
|
C 60 4⁄3 | ||||||||
| 21967 |
metis
Claim
Flight Levels work management with MCP server integration for AI agents. CLI,…
|
C 60 4⁄3 | ||||||||
| 21968 |
AI-powered autonomous penetration testing framework with 80+ professional secur…
|
C 60 4⁄3 | ||||||||
| 21969 |
Connects to Garmin Connect and exposes your fitness and health data (activities…
|
C 60 4⁄4 | ||||||||
| 21970 |
A universal database MCP server supporting simultaneous connections to multiple…
|
C 60 4⁄3 | ||||||||
| 21971 |
Enables structured team communication for Claude Code agents through Slack-like…
|
C 60 4⁄4 | ||||||||
| 21972 |
A Multi-Agent Conversation Protocol Server for the BrowserBase API, auto-genera…
|
C 60 4⁄3 | ||||||||
| 21973 |
Agentfy
Claim
🤖 Agentfy is a modular microservices architecture designed to process user requ…
|
C 60 4⁄3 | ||||||||
| 21974 |
Enables interaction with Vertica databases through SQL queries, schema manageme…
|
C 60 4⁄4 | ||||||||
| 21975 |
Persistent semantic memory for AI agents using local ChromaDB vector search. No…
|
C 60 4⁄3 | ||||||||
| 21976 |
Curated workflow recipes that combine hooks, MCP servers, skills, agents, and C…
|
C 60 3⁄3 | ||||||||
| 21977 |
tavily-mcp-python
Claim
Tavily MCP Server implementation that uses fastmcp and supports both sse and st…
|
C 59 4⁄4 | ||||||||
| 21978 |
Enables retrieval of random inspirational quotes from various categories includ…
|
C 59 4⁄4 | ||||||||
| 21979 |
context-foundry
Claim
Recursive Claude spawning for autonomous project builds with self-healing test …
|
C 59 4⁄3 | ||||||||
| 21980 |
A Model Context Protocol server that enables querying Bitcoin blockchain data, …
|
C 59 4⁄4 | ||||||||
| 21981 |
Aedifion MCP Server
Claim
Enables AI assistants to interact with the aedifion cloud platform for building…
|
C 59 4⁄3 | ||||||||
| 21982 |
Integrates Charles Proxy with MCP clients to provide real-time and historical n…
|
C 59 4⁄3 | ||||||||
| 21983 |
MCP-powered To-Do application with intelligent task prioritization
|
C 59 4⁄3 | ||||||||
| 21984 |
Codebase context compiler for AI agents. Graph-ranked, token-budgeted, tier-com…
|
C 59 4⁄3 | ||||||||
| 21985 |
Provides AI assistants access to comprehensive financial data including real-ti…
|
C 59 4⁄4 | ||||||||
| 21986 |
A Model Context Protocol (MCP) server that converts various file formats to Mar…
|
C 59 4⁄3 | ||||||||
| 21987 |
An aggregator for real-time hot topics and news from major social and financial…
|
C 59 4⁄3 | ||||||||
| 21988 |
A Model Context Protocol server that provides read-only access to Slack data in…
|
C 59 4⁄3 | ||||||||
| 21989 |
A professional implementation of a Model Context Protocol server that enables i…
|
C 59 4⁄3 | ||||||||
| 21990 |
Stack & Orchestrate MCP Tools — The Scikit-Learn-Pipeline Way , For LLMs
|
C 59 4⁄3 | ||||||||
| 21991 |
MCP Server for Google Services, with the ability to define your own scopes and …
|
C 59 4⁄4 | ||||||||
| 21992 |
Astro Blog MCP Server
Claim
Enables automated blog post creation and management for Astro blogs deployed on…
|
C 59 4⁄4 | ||||||||
| 21993 |
A simple MCP (Multimodal Conversational Plugin) server based on Joern that prov…
|
C 59 4⁄3 | ||||||||
| 21994 |
Provides AI assistants with access to comprehensive financial data including re…
|
C 59 4⁄4 | ||||||||
| 21995 |
wemo
Claim
Control WeMo smart home devices - discover, toggle, adjust brightness, and mana…
|
C 59 4⁄3 | ||||||||
| 21996 |
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
|
C 59 4⁄3 | ||||||||
| 21997 |
pms-docker
Claim
|
C 59 3⁄3 | ||||||||
| 21998 |
This is an auto-generated Model Context Protocol server that enables interactio…
|
C 59 4⁄3 | ||||||||
| 21999 |
A Model Context Protocol server that enables AI assistants like Claude to initi…
|
C 59 4⁄4 | ||||||||
| 22000 |
Enables searching and comparing product prices across Turkish supermarket chain…
|
C 59 4⁄4 | ||||||||