MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9051 |
Enables AI assistants to interact with New Relic monitoring and observability d…
|
C 68 5⁄5 | ||||||||
| 9052 |
A nested MCP system that demonstrates server composition by using an orchestrat…
|
C 68 5⁄5 | ||||||||
| 9053 |
|
C 68 5⁄4 | ||||||||
| 9054 |
MCP server for interacting with [YDB](https://ydb.tech) databases
|
C 68 5⁄5 | ||||||||
| 9055 |
An MCP server that provides [describe what your server does]
|
C 68 5⁄4 | ||||||||
| 9056 |
atdata-email-verification-mcp-server
|
C 68 5⁄5 | ||||||||
| 9057 |
Stackbilt MCP Gateway
Claim
Stackbilt platform MCP gateway — wireframe generation and stack scaffolding too…
|
C 68 5⁄5 | ||||||||
| 9058 |
A Model Context Protocol server that enables Claude and other LLMs to perform d…
|
C 68 5⁄5 | ||||||||
| 9059 |
Enables temperature conversion from Fahrenheit to Celsius through HTTP requests…
|
C 68 5⁄5 | ||||||||
| 9060 |
Enables interaction with Jira through OAuth 2.0 to create and manage issues dir…
|
C 68 5⁄5 | ||||||||
| 9061 |
Enables storing and retrieving weather forecasts with text and audio in Google …
|
C 68 5⁄5 | ||||||||
| 9062 |
MCP server for Robokassa payment API — generate payment URLs, check invoice sta…
|
C 68 4⁄4 | ||||||||
| 9063 |
Enables Claude to interact with MongoDB databases through natural language, sup…
|
C 68 5⁄5 | ||||||||
| 9064 |
🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and i…
|
C 68 5⁄4 | ||||||||
| 9065 |
An MCP server that gives AI assistants persistent memory across sessions. It st…
|
C 68 5⁄4 | ||||||||
| 9066 |
YetiBrowser MCP
Claim
An open-source alternative to BrowserMCP that enables AI assistants to interact…
|
C 68 5⁄4 | ||||||||
| 9067 |
Provides semantic search over AWS Cloudscape Design System documentation using …
|
C 68 5⁄4 | ||||||||
| 9068 |
A Model Context Protocol server that enables LLMs to send, edit, and delete Dis…
|
C 68 5⁄5 | ||||||||
| 9069 |
Enables cost-effective repository analysis, code search, file editing, and task…
|
C 68 5⁄5 | ||||||||
| 9070 |
MCP server for accessing macOS Calendar events
|
C 68 5⁄4 | ||||||||
| 9071 |
Enables real-time search and analysis of Korean laws, legal precedents, and adm…
|
C 68 5⁄5 | ||||||||
| 9072 |
Enables interaction with Anki desktop flashcard app through the AnkiConnect plu…
|
C 68 5⁄4 | ||||||||
| 9073 |
Gives AI-powered coding tools like Cursor, Windsurf, and Cline access to Figma …
|
C 68 5⁄5 | ||||||||
| 9074 |
Transforms CSV data into beautiful visualizations including line charts, bar gr…
|
C 68 5⁄5 | ||||||||
| 9075 |
Enables web search capabilities by integrating with the local gemini-cli tool. …
|
C 68 5⁄4 | ||||||||
| 9076 |
Advanced filesystem operations with large file handling capabilities and Claude…
|
C 68 6⁄4 | ||||||||
| 9077 |
h1-brain
Claim
MCP server that connects AI assistants to HackerOne for bug bounty hunting
|
C 68 5⁄4 | ||||||||
| 9078 |
Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥
|
C 68 5⁄5 | ||||||||
| 9079 |
A server that enables LLMs like Claude to interact with Azure Cosmos DB databas…
|
C 68 5⁄5 | ||||||||
| 9080 |
Enables counting characters or bytes in text with options to include or exclude…
|
C 68 5⁄4 | ||||||||
| 9081 |
This repo is an extension of PostgreSQL MCP Server providing functionalities to…
|
C 68 5⁄5 | ||||||||
| 9082 |
A Model Context Protocol (MCP) service that enables integration with Mantis Bug…
|
C 68 5⁄5 | ||||||||
| 9083 |
smart-search
Claim
A local-first MCP server that enables semantic search over PDF and DOCX documen…
|
C 68 5⁄4 | ||||||||
| 9084 |
Enables AI models to interact with Akave's S3-compatible storage by providing t…
|
C 68 5⁄5 | ||||||||
| 9085 |
A modular productivity automation server providing reusable prompt templates, c…
|
C 68 5⁄5 | ||||||||
| 9086 |
An MCP-based project that integrates Zhipu AI and Tencent Map APIs to provide w…
|
C 68 5⁄5 | ||||||||
| 9087 |
A zero-dependency MCP server that provides a persistent personal knowledge base…
|
C 68 5⁄4 | ||||||||
| 9088 |
Model Context Protocol server implementation for Reddit
|
C 68 5⁄5 | ||||||||
| 9089 |
COA Goldfish MCP
Claim
A lightweight short-term memory MCP server that automatically stores and recall…
|
C 68 5⁄5 | ||||||||
| 9090 |
A Model Context Protocol tool that retrieves daily stock market data for any st…
|
C 68 5⁄5 | ||||||||
| 9091 |
An MCP server that provides tools for interacting with Chrome through its DevTo…
|
C 68 5⁄5 | ||||||||
| 9092 |
Enables running avian flight dynamics simulations through the Flappy simulator.…
|
C 68 5⁄5 | ||||||||
| 9093 |
Enables integration with Kagi search engine services including web search, cont…
|
C 68 5⁄5 | ||||||||
| 9094 |
A Model Context Protocol server built with NestJS that provides OAuth 2.1 authe…
|
C 68 5⁄5 | ||||||||
| 9095 |
Analyze React code locally, generate docs / llm.txt for whole project at once
|
C 68 5⁄4 | ||||||||
| 9096 |
An MCP server for the Octopus Energy Japan GraphQL API that allows users to ret…
|
C 68 5⁄5 | ||||||||
| 9097 |
An MCP server with integrated ATXP micropayment functionality that requires USD…
|
C 68 5⁄5 | ||||||||
| 9098 |
A starter project for quickly building Model Context Protocol servers using Typ…
|
C 68 5⁄5 | ||||||||
| 9099 |
Provides tools to fetch real-time weather data from the National Weather Servic…
|
C 68 5⁄4 | ||||||||
| 9100 |
An MCP server that provides access to project files and their contents, allowin…
|
C 68 5⁄4 | ||||||||