MCP Server Quality Scores
Independent quality analysis of 47403 public MCP servers
Last updated 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24901 |
-
|
D 43 3⁄3 | ||||||||
| 24902 |
Enables interaction with self-hosted LLM models via Ollama and Supabase databas…
|
D 43 4⁄4 | ||||||||
| 24903 |
MCP server for Power BI API integration
|
D 43 4⁄3 | ||||||||
| 24904 |
Enables AI assistants to control a browser through Playwright on Cloudflare Wor…
|
D 43 4⁄4 | ||||||||
| 24905 |
Moodle MCP Server
Claim
Enables interaction with Moodle learning management systems through the REST AP…
|
D 43 4⁄3 | ||||||||
| 24906 |
An MCP server that enables users to query documents from Google Drive using AI …
|
D 43 4⁄3 | ||||||||
| 24907 |
Provides access to live NHL data including player statistics, team standings, g…
|
D 43 4⁄4 | ||||||||
| 24908 |
Hstar-0718
Claim
This is test server
|
D 43 3⁄3 | ||||||||
| 24909 |
将akshare数据接口转换为MCP工具格式的Python项目
|
D 43 4⁄4 | ||||||||
| 24910 |
An MCP server that crawls API documentation websites and exposes their content …
|
D 43 4⁄4 | ||||||||
| 24911 |
Introducing the Agentic Trading Co-Pilot, a next-gen AI assistant powered by FI…
|
D 43 3⁄3 | ||||||||
| 24912 |
Enables AI models to access GitHub repository information and search local docu…
|
D 43 4⁄4 | ||||||||
| 24913 |
Enables weather queries using Baidu Maps API, providing real-time weather condi…
|
D 43 4⁄4 | ||||||||
| 24914 |
MCP server for Azure API integration
|
D 43 4⁄3 | ||||||||
| 24915 |
Enables AI assistants like Claude to interact with Databricks workspaces throug…
|
D 43 4⁄4 | ||||||||
| 24916 |
An MCP server for EMBA firmware analysis that exposes structured security findi…
|
D 43 4⁄3 | ||||||||
| 24917 |
Enables AI assistants to control a browser through Playwright and Cloudflare Wo…
|
D 43 4⁄4 | ||||||||
| 24918 |
mcp
Claim
|
D 43 3⁄3 | ||||||||
| 24919 |
A service that converts OpenAPI specifications into MCP tools, enabling AI assi…
|
D 43 4⁄4 | ||||||||
| 24920 |
Autokirk MCP Server
Claim
Transforms business descriptions into structured AIS (Autokirk Interaction Stan…
|
D 43 4⁄4 | ||||||||
| 24921 |
A server that connects AI coding assistants like Cursor and Cline to Apifox API…
|
D 43 4⁄4 | ||||||||
| 24922 |
Enables AI assistants like Claude to interact with Databricks workspaces throug…
|
D 43 4⁄4 | ||||||||
| 24923 |
MCP Integration Proxy
Claim
Routes requests to multiple downstream Model Context Protocol servers and provi…
|
D 43 4⁄4 | ||||||||
| 24924 |
Data Discovery Tool
Claim
Enables AI agents to index and search across SQLite databases and CSV files to …
|
D 43 4⁄3 | ||||||||
| 24925 |
sw_2_mcp_server
Claim
|
D 43 3⁄3 | ||||||||
| 24926 |
MCP server for Mailchimp API integration
|
D 43 4⁄3 | ||||||||
| 24927 |
A Model Context Protocol server enabling AI agents to interact with the Solana …
|
D 43 4⁄4 | ||||||||
| 24928 |
synplex
Claim
Inventory health scoring, landed cost calculation, and quick diagnosis tools fo…
|
D 43 3⁄3 | ||||||||
| 24929 |
|
D 43 4⁄3 | ||||||||
| 24930 |
A comprehensive server that integrates mobile testing frameworks with JIRA, gen…
|
D 43 4⁄3 | ||||||||
| 24931 |
An MCP server providing web development tools such as screen capturing capabili…
|
D 43 4⁄3 | ||||||||
| 24932 |
Enables AI assistants to control a browser through Playwright on Cloudflare Wor…
|
D 43 4⁄4 | ||||||||
| 24933 | D 43 4⁄3 | |||||||||
| 24934 |
An MCP-compatible server that integrates with Gmail API to fetch and summarize …
|
D 43 4⁄4 | ||||||||
| 24935 |
MCP server for Chanty API integration
|
D 43 4⁄3 | ||||||||
| 24936 |
Exposes GitHub REST API operations as AI-ready tools for managing repositories,…
|
D 43 4⁄4 | ||||||||
| 24937 |
|
D 43 3⁄3 | ||||||||
| 24938 |
Enables AI assistants to control a browser through Playwright running on Cloudf…
|
D 42 4⁄4 | ||||||||
| 24939 |
mcp proxy
|
D 42 4⁄4 | ||||||||
| 24940 |
test
Claim
|
D 42 3⁄3 | ||||||||
| 24941 |
test
Claim
|
D 42 3⁄3 | ||||||||
| 24942 |
A minimal WebSocket-based MCP server implementation that enables modern tool in…
|
D 42 4⁄4 | ||||||||
| 24943 |
psp-whhels-tst-sourexr
Claim
|
D 42 3⁄3 | ||||||||
| 24944 |
An MCP server that provides [describe what your server does]
|
D 42 4⁄3 | ||||||||
| 24945 |
A Model Context Protocol server that enables Claude to manage software developm…
|
D 42 4⁄3 | ||||||||
| 24946 |
JunZero_08
Claim
My own Server
|
D 42 3⁄3 | ||||||||
| 24947 |
An MCP server that integrates with the official Clash Royale API to provide rea…
|
D 42 4⁄4 | ||||||||
| 24948 |
Enables AI assistants to control a browser through a set of tools, allowing the…
|
D 42 4⁄4 | ||||||||
| 24949 |
A Model Control Protocol server that enables AI assistants to control a browser…
|
D 42 4⁄4 | ||||||||
| 24950 |
A fully automated system that analyzes Django REST Framework ViewSets to genera…
|
D 42 4⁄4 | ||||||||
