MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 4 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12001 |
Enables AI assistants to interact with Memos instances for knowledge management…
|
C 62 5⁄5 | ||||||||
| 12002 |
tv-recommender-mcp-server
|
C 62 5⁄5 | ||||||||
| 12003 |
Remote MCP Server
Claim
A deployable Model Context Protocol server for Cloudflare Workers that allows r…
|
C 62 5⁄5 | ||||||||
| 12004 |
Enables AI-powered threat intelligence analysis of IPs, domains, URLs, and file…
|
C 62 5⁄5 | ||||||||
| 12005 |
A simplified MCP server that provides a streamlined way to interact with AWS Cl…
|
C 62 5⁄5 | ||||||||
| 12006 |
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
|
C 62 5⁄5 | ||||||||
| 12007 |
A serverless MCP implementation on Cloudflare Workers that allows deploying cus…
|
C 62 5⁄5 | ||||||||
| 12008 |
A template for deploying MCP servers without authentication on Cloudflare Worke…
|
C 62 5⁄5 | ||||||||
| 12009 |
A customized MCP server that enables integration between LLM applications and d…
|
C 62 5⁄5 | ||||||||
| 12010 |
Dexcom + Carb Search
Claim
Enables diabetes management by retrieving real-time glucose readings from Dexco…
|
C 62 5⁄5 | ||||||||
| 12011 |
Enables AI assistants to access PSG College of Technology e-campus portal data …
|
C 62 5⁄5 | ||||||||
| 12012 |
Enables users to query MLB Statcast, FanGraphs, and Baseball Reference data usi…
|
C 62 5⁄5 | ||||||||
| 12013 |
An MCP server designed to automate Django database setup and management, includ…
|
C 62 5⁄4 | ||||||||
| 12014 |
Provides a suite of business tools for interacting with a SQLite sales database…
|
C 62 5⁄4 | ||||||||
| 12015 |
Local MCP server for MLX Whisper transcription
|
C 62 5⁄4 | ||||||||
| 12016 |
A Model Context Protocol (MCP) server that demonstrates mathematical capabiliti…
|
C 62 5⁄4 | ||||||||
| 12017 |
quickstart for mcp deployment
|
C 62 5⁄5 | ||||||||
| 12018 |
This server enables LLMs to use calculator for precise numerical calculations
|
C 62 5⁄4 | ||||||||
| 12019 |
A Model Context Protocol server that provides accurate Chinese Ziwei Doushu ast…
|
C 62 5⁄5 | ||||||||
| 12020 |
A Model Context Protocol server that captures and manages stdout logs through n…
|
C 62 5⁄5 | ||||||||
| 12021 |
youtube_mcp
Claim
|
C 62 5⁄5 | ||||||||
| 12022 |
MCP server for read-only Linux system administration, diagnostics, and troubles…
|
C 62 6⁄4 | ||||||||
| 12023 |
MCP Stock Assistant
Claim
Provides real-time stock information for Chinese A-shares and US stocks using t…
|
C 62 5⁄5 | ||||||||
| 12024 |
Allows interaction with MATLAB by creating and executing scripts and functions …
|
C 62 5⁄4 | ||||||||
| 12025 |
Enables users to interact with Washington DC Metro (WMATA) transit system throu…
|
C 62 6⁄6 | ||||||||
| 12026 |
A customer service MCP server that enables order lookup by phone number and sto…
|
C 62 5⁄5 | ||||||||
| 12027 |
vibase
Claim
Easily query and mutate Postgres data using MCP. This is an open source project.
|
C 62 5⁄5 | ||||||||
| 12028 |
Exposes Language Server Protocol (LSP) features as MCP tools, enabling IDE-grad…
|
C 62 5⁄4 | ||||||||
| 12029 |
21-tool Android device control via ADB — screenshots with compression, UI tree …
|
C 62 5⁄4 | ||||||||
| 12030 |
Excel MCP Server
Claim
Enables AI-powered employee data management in Excel files, automatically class…
|
C 62 5⁄4 | ||||||||
| 12031 |
Enables web search capabilities through the Tavily API, allowing users to searc…
|
C 62 5⁄5 | ||||||||
| 12032 |
A Model Context Protocol server that integrates with Azure DevOps, enabling use…
|
C 62 5⁄4 | ||||||||
| 12033 |
A Model Context Protocol server that delivers jokes on demand, allowing users t…
|
C 62 5⁄5 | ||||||||
| 12034 |
Enables AI assistants to query and manage QuickBooks Online data through natura…
|
C 62 6⁄6 | ||||||||
| 12035 |
Enables AI assistants to send WeChat messages and take screenshots through ADB …
|
C 62 5⁄4 | ||||||||
| 12036 |
A FastAPI-based MCP server scaffold designed to extract material tables from Au…
|
C 62 5⁄4 | ||||||||
| 12037 |
A server that connects Claude AI to Twilio through the Model Context Protocol, …
|
C 62 5⁄5 | ||||||||
| 12038 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 62 5⁄5 | ||||||||
| 12039 |
Integrates with Harvest time tracking API, enabling AI assistants to manage tim…
|
C 62 5⁄5 | ||||||||
| 12040 |
A Model Context Protocol server that provides structured workflow tools for man…
|
C 62 5⁄5 | ||||||||
| 12041 |
Enables interaction with Leiga issue tracking system through MCP, allowing sear…
|
C 62 6⁄4 | ||||||||
| 12042 |
MCP server for the Dropbox Sign API supporting signature requests, templates, t…
|
C 62 5⁄5 | ||||||||
| 12043 |
Exposes Ant Design component documentation to Large Language Models, allowing L…
|
C 62 5⁄5 | ||||||||
| 12044 |
A Model Context Protocol server that provides intelligent hashcat integration f…
|
C 62 5⁄4 | ||||||||
| 12045 |
High-performance OCR server using native Tesseract (C++) for text extraction fr…
|
C 62 5⁄4 | ||||||||
| 12046 |
pyATS_MCP
Claim
Cisco pyATS server enabling structured, model-driven interaction with network d…
|
C 62 5⁄4 | ||||||||
| 12047 |
Turn any API or MCP server into a paid service with x402
|
C 62 6⁄6 | ||||||||
| 12048 |
A simple MCP server that provides two tools: one for counting specific letter o…
|
C 62 5⁄5 | ||||||||
| 12049 |
A Model Context Protocol server that enables LLMs to interact with Git reposito…
|
C 62 5⁄5 | ||||||||
| 12050 |
A Model Context Protocol server that enables LLMs to interact with databases (c…
|
C 62 5⁄5 | ||||||||