MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 4 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9001 |
Plausible MCP Server
Claim
Allows AI models to query and retrieve analytics data from Plausible Analytics …
|
C 68 5⁄5 | ||||||||
| 9002 |
Enables AI agents to interact with terminal-based TUI applications by capturing…
|
C 68 5⁄4 | ||||||||
| 9003 |
brave search
|
C 68 5⁄5 | ||||||||
| 9004 |
Enhanced knowledge graph memory server for AI assistants that uses Neo4j as the…
|
C 68 5⁄5 | ||||||||
| 9005 |
Kakao Navigation
Claim
kakao navigation mcp server using kakao mobility & kakao map api
|
C 68 5⁄5 | ||||||||
| 9006 |
Let agents use the shell like a human.
|
C 68 5⁄4 | ||||||||
| 9007 |
Enables counting characters or bytes in text with options to include or exclude…
|
C 68 5⁄4 | ||||||||
| 9008 |
Enables downloading videos from platforms like YouTube and converting them to t…
|
C 68 5⁄4 | ||||||||
| 9009 |
Enables control of Software Defined Radios and decoding of radio protocols thro…
|
C 68 5⁄5 | ||||||||
| 9010 |
A starter template for building MCP (Model Context Protocol) servers that integ…
|
C 68 5⁄5 | ||||||||
| 9011 |
An MCP server for searching your personal WhatsApp messages, contacts and sendi…
|
C 68 5⁄4 | ||||||||
| 9012 |
Access any storage with Apache OpenDAL™
|
C 68 5⁄5 | ||||||||
| 9013 |
FastAPI MCP Demo Server
Claim
A demonstration MCP server built with FastAPI that provides basic mathematical …
|
C 68 5⁄4 | ||||||||
| 9014 |
An implementation of the Model Context Protocol that provides AI clients with i…
|
C 68 5⁄5 | ||||||||
| 9015 |
Enables AI tools to programmatically manage Substack content, including creatin…
|
C 68 5⁄5 | ||||||||
| 9016 |
Enables web scraping, React app testing, and React Native web app inspection us…
|
C 68 5⁄5 | ||||||||
| 9017 |
Manages knowledge graph data synchronized with GitHub repositories, enabling re…
|
C 68 5⁄5 | ||||||||
| 9018 |
Enables querying both Google Cloud SQL (PostgreSQL) and BigQuery public dataset…
|
C 68 5⁄5 | ||||||||
| 9019 |
An MCP server that provides tools for rolling dice using standard notation, fli…
|
C 68 5⁄4 | ||||||||
| 9020 |
Provides access to the Internet Archive Wayback Machine to list snapshots, fetc…
|
C 68 5⁄5 | ||||||||
| 9021 |
An MCP server designed to manage meeting room reservations on the Boma platform…
|
C 68 5⁄5 | ||||||||
| 9022 |
An MCP server that generates AI agent tools from Postman collections and reques…
|
C 68 5⁄5 | ||||||||
| 9023 |
Provides tools to interact with the Chess.com Public API for fetching real-time…
|
C 68 5⁄5 | ||||||||
| 9024 |
Access MercadoLibre's API to search products, retrieve reviews, and check selle…
|
C 68 5⁄5 | ||||||||
| 9025 |
An MCP server that provides access to project files and their contents, allowin…
|
C 68 5⁄4 | ||||||||
| 9026 |
Provides an MCP server that allows AI assistants to interact with Obsidian vaul…
|
C 68 5⁄4 | ||||||||
| 9027 |
Hello Widget Example
Claim
A minimal ChatGPT app demonstrating interactive greeting widgets with confetti …
|
C 68 5⁄5 | ||||||||
| 9028 |
Weaviate MCP Server
Claim
A server that enables Claude AI to interact with Weaviate vector databases, sup…
|
C 68 5⁄5 | ||||||||
| 9029 |
A server exposing intelligent tools for enhancing RAG applications with entity …
|
C 68 5⁄5 | ||||||||
| 9030 |
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
C 68 5⁄5 | ||||||||
| 9031 |
Enhance AI-generated code quality through intelligent, prompt-based analysis ac…
|
C 68 5⁄4 | ||||||||
| 9032 |
A Model Context Protocol server that enables finding lookalike companies based …
|
C 68 5⁄5 | ||||||||
| 9033 |
An MCP server that uses the Docling toolkit to convert various document formats…
|
C 68 5⁄5 | ||||||||
| 9034 |
A research tool that performs comprehensive, in-depth research on complex topic…
|
C 68 5⁄5 | ||||||||
| 9035 |
将各种格式的文件转换为Markdown描述,帮助用户轻松获取文件内容的结构化信息。通过Cloudflare AI服务,支持多种文件类型的转换,提升文档处理效率。
|
C 68 5⁄5 | ||||||||
| 9036 |
An implementation of the Model Context Protocol for Django that enables AI agen…
|
C 68 5⁄5 | ||||||||
| 9037 |
MCP server for data visualization with Mermaid charts.
|
C 68 5⁄4 | ||||||||
| 9038 |
A Model Context Protocol server that enables LLMs to send, edit, and delete Dis…
|
C 68 5⁄5 | ||||||||
| 9039 |
LMStudio-MCP
Claim
A bridge that allows Claude to communicate with locally running LLM models via …
|
C 68 5⁄4 | ||||||||
| 9040 |
Enables interaction with the Tandoor Recipe Manager via the Model Context Proto…
|
C 68 5⁄5 | ||||||||
| 9041 |
Provides AI agents with complete web search, crawling, and RAG capabilities thr…
|
C 68 5⁄5 | ||||||||
| 9042 |
FastMCP Tools Calculator
Claim
A demonstration MCP server that provides calculator functionality through both …
|
C 68 5⁄4 | ||||||||
| 9043 |
PostgreSQL MCP Server
Claim
Enables AI agents to interact with PostgreSQL databases through the Model Conte…
|
C 68 5⁄5 | ||||||||
| 9044 |
Enables interaction with the Twitch API, allowing users to retrieve comprehensi…
|
C 68 5⁄5 | ||||||||
| 9045 |
A minimal MCP server implementation designed for learning how to integrate tool…
|
C 68 5⁄5 | ||||||||
| 9046 |
An integration tool that allows users to fetch weather alerts/forecasts from th…
|
C 68 5⁄5 | ||||||||
| 9047 |
Universal Microsoft Graph API gateway providing access to 1000+ endpoints for m…
|
C 68 5⁄5 | ||||||||
| 9048 |
Provides tools to create, update, delete, and search catalog items through the …
|
C 68 5⁄5 | ||||||||
| 9049 |
A vector search system that enables semantic retrieval of document chunks using…
|
C 68 5⁄5 | ||||||||
| 9050 |
Jasper AI MCP Server
Claim
Enables content generation and style application using Jasper AI's marketing pl…
|
C 68 5⁄5 | ||||||||