MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21901 |
An MCP server for the Congress.gov API that consolidates 91 operations into 6 c…
|
D 44 4⁄4 | ||||||||
| 21902 |
dsharipova-mcp-hw
Claim
Create personalized greetings by name in the tone you choose. Get quick suggest…
|
D 44 5⁄5 | ||||||||
| 21903 |
Alibaba Cloud MCP Demo
Claim
A Vue 3 and Express application that demonstrates interaction with Alibaba Clou…
|
D 44 4⁄4 | ||||||||
| 21904 |
An MCP server that provides OpenDart API
|
D 44 4⁄3 | ||||||||
| 21905 |
|
D 44 3⁄3 | ||||||||
| 21906 |
MedGemma Vertex
Claim
MCP server that routes medical questions and images to MedGemma models hosted o…
|
D 44 4⁄4 | ||||||||
| 21907 |
autocal
Claim
|
D 44 4⁄3 | ||||||||
| 21908 |
Titan MCP
Claim
A unified browser automation protocol that connects AI agents to multiple autom…
|
D 44 4⁄3 | ||||||||
| 21909 |
Enables interaction with Dameng databases through natural language or direct SQ…
|
D 44 4⁄4 | ||||||||
| 21910 |
Enables AI assistants to control web browsers through Playwright automation too…
|
D 44 4⁄4 | ||||||||
| 21911 |
A simple demonstration MCP server built with FastMCP that exposes basic calcula…
|
D 44 4⁄3 | ||||||||
| 21912 |
MCP Integration Proxy
Claim
Routes requests to multiple downstream Model Context Protocol servers and provi…
|
D 43 4⁄4 | ||||||||
| 21913 |
Enables AI assistants to control a browser through Playwright on Cloudflare Wor…
|
D 43 4⁄4 | ||||||||
| 21914 |
Enables AI assistants to control a browser through Playwright and Cloudflare Wo…
|
D 43 4⁄4 | ||||||||
| 21915 |
Enables AI assistants to control a browser through Playwright on Cloudflare Wor…
|
D 43 4⁄4 | ||||||||
| 21916 |
Enables AI models to access GitHub repository information and search local docu…
|
D 43 4⁄4 | ||||||||
| 21917 |
Hstar-0718
Claim
This is test server
|
D 43 3⁄3 | ||||||||
| 21918 |
-
|
D 43 3⁄3 | ||||||||
| 21919 |
Enables weather queries using Baidu Maps API, providing real-time weather condi…
|
D 43 4⁄4 | ||||||||
| 21920 | D 43 4⁄3 | |||||||||
| 21921 |
A server that connects AI coding assistants like Cursor and Cline to Apifox API…
|
D 43 4⁄4 | ||||||||
| 21922 |
Moodle MCP Server
Claim
Enables interaction with Moodle learning management systems through the REST AP…
|
D 43 4⁄3 | ||||||||
| 21923 |
A Model Context Protocol server enabling AI agents to interact with the Solana …
|
D 43 4⁄4 | ||||||||
| 21924 |
Exposes GitHub REST API operations as AI-ready tools for managing repositories,…
|
D 43 4⁄4 | ||||||||
| 21925 |
An MCP-compatible server that integrates with Gmail API to fetch and summarize …
|
D 43 4⁄4 | ||||||||
| 21926 |
Autokirk MCP Server
Claim
Transforms business descriptions into structured AIS (Autokirk Interaction Stan…
|
D 43 4⁄4 | ||||||||
| 21927 |
|
D 43 4⁄3 | ||||||||
| 21928 |
An MCP server that enables users to query documents from Google Drive using AI …
|
D 43 4⁄3 | ||||||||
| 21929 |
将akshare数据接口转换为MCP工具格式的Python项目
|
D 43 4⁄4 | ||||||||
| 21930 |
An MCP server that crawls API documentation websites and exposes their content …
|
D 43 4⁄4 | ||||||||
| 21931 |
sw_2_mcp_server
Claim
|
D 43 3⁄3 | ||||||||
| 21932 |
A comprehensive server that integrates mobile testing frameworks with JIRA, gen…
|
D 43 4⁄3 | ||||||||
| 21933 |
Enables interaction with self-hosted LLM models via Ollama and Supabase databas…
|
D 43 4⁄4 | ||||||||
| 21934 |
Data Discovery Tool
Claim
Enables AI agents to index and search across SQLite databases and CSV files to …
|
D 43 4⁄3 | ||||||||
| 21935 |
MCP server for Azure API integration
|
D 43 4⁄3 | ||||||||
| 21936 |
An MCP server providing web development tools such as screen capturing capabili…
|
D 43 4⁄3 | ||||||||
| 21937 |
Enables AI assistants like Claude to interact with Databricks workspaces throug…
|
D 43 4⁄4 | ||||||||
| 21938 |
Enables AI assistants like Claude to interact with Databricks workspaces throug…
|
D 43 4⁄4 | ||||||||
| 21939 |
MCP server for Power BI API integration
|
D 43 4⁄3 | ||||||||
| 21940 |
A service that converts OpenAPI specifications into MCP tools, enabling AI assi…
|
D 43 4⁄4 | ||||||||
| 21941 |
An MCP server for EMBA firmware analysis that exposes structured security findi…
|
D 43 4⁄3 | ||||||||
| 21942 |
mcp
Claim
|
D 43 3⁄3 | ||||||||
| 21943 |
|
D 43 3⁄3 | ||||||||
| 21944 |
Provides access to live NHL data including player statistics, team standings, g…
|
D 43 4⁄4 | ||||||||
| 21945 |
Introducing the Agentic Trading Co-Pilot, a next-gen AI assistant powered by FI…
|
D 43 3⁄3 | ||||||||
| 21946 |
MCP server for Chanty API integration
|
D 43 4⁄3 | ||||||||
| 21947 |
MCP server for Mailchimp API integration
|
D 43 4⁄3 | ||||||||
| 21948 |
A Model Context Protocol server built with the mcp-framework designed to provid…
|
D 43 4⁄3 | ||||||||
| 21949 |
budget_api
Claim
|
D 42 4⁄3 | ||||||||
| 21950 |
testrepo
Claim
|
D 42 3⁄3 | ||||||||
