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 | ||||||||||
| 9001 |
A Model Context Protocol tool that retrieves daily stock market data for any st…
|
C 68 5⁄5 | ||||||||
| 9002 |
Transforms CSV data into beautiful visualizations including line charts, bar gr…
|
C 68 5⁄5 | ||||||||
| 9003 |
An MCP server that integrates with the Haloscan SEO API to provide tools for ke…
|
C 68 5⁄5 | ||||||||
| 9004 |
Provides basic mathematical operations including arithmetic, square root, and n…
|
C 68 5⁄5 | ||||||||
| 9005 |
An MCP server that enables AI agents to retrieve and analyze error reports from…
|
C 68 5⁄5 | ||||||||
| 9006 |
A zero-dependency MCP server that provides a persistent personal knowledge base…
|
C 68 5⁄4 | ||||||||
| 9007 |
A simple MCP server for creating and managing notes with support for summarizat…
|
C 68 5⁄4 | ||||||||
| 9008 |
|
C 68 5⁄5 | ||||||||
| 9009 |
An MCP server that connects Claude with Todoist for complete task and project m…
|
C 68 5⁄5 | ||||||||
| 9010 |
Enables complete StreamSets Control Hub integration through conversational AI, …
|
C 68 5⁄5 | ||||||||
| 9011 |
Provide real-time cryptocurrency price data and market analysis.
|
C 68 6⁄6 | ||||||||
| 9012 |
|
C 68 5⁄4 | ||||||||
| 9013 |
MCP server for the Tolk smart contract compiler. Compile, validate, and explore…
|
C 68 5⁄4 | ||||||||
| 9014 |
Provide a minimal MCP server implementation that enables LLM clients to connect…
|
C 68 5⁄5 | ||||||||
| 9015 |
Provides code refactoring capabilities for TypeScript/JavaScript and Python thr…
|
C 68 5⁄5 | ||||||||
| 9016 |
An MCP server that gives AI assistants persistent memory across sessions. It st…
|
C 68 5⁄4 | ||||||||
| 9017 |
Provides semantic search over AWS Cloudscape Design System documentation using …
|
C 68 5⁄4 | ||||||||
| 9018 |
MCP server for accessing macOS Calendar events
|
C 68 5⁄4 | ||||||||
| 9019 |
Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥
|
C 68 5⁄5 | ||||||||
| 9020 |
An MCP server for KubeCon + CloudNativeCon Europe 2026 that provides agentic sc…
|
C 68 5⁄4 | ||||||||
| 9021 |
Proxycurl MCP Server
Claim
A Node.js-based Model Context Protocol server that exposes Proxycurl's LinkedIn…
|
C 68 5⁄5 | ||||||||
| 9022 |
An implementation of the Model Context Protocol for Django that enables AI agen…
|
C 68 5⁄5 | ||||||||
| 9023 |
Enables web search capabilities by integrating with the local gemini-cli tool. …
|
C 68 5⁄4 | ||||||||
| 9024 |
Advanced filesystem operations with large file handling capabilities and Claude…
|
C 68 6⁄4 | ||||||||
| 9025 |
Model Context Protocol server implementation for Reddit
|
C 68 5⁄5 | ||||||||
| 9026 |
h1-brain
Claim
MCP server that connects AI assistants to HackerOne for bug bounty hunting
|
C 68 5⁄4 | ||||||||
| 9027 |
A server that enables LLMs like Claude to interact with Azure Cosmos DB databas…
|
C 68 5⁄5 | ||||||||
| 9028 |
Enables counting characters or bytes in text with options to include or exclude…
|
C 68 5⁄4 | ||||||||
| 9029 |
This repo is an extension of PostgreSQL MCP Server providing functionalities to…
|
C 68 5⁄5 | ||||||||
| 9030 |
Provides comprehensive access to NCBI's PubMed database of over 36 million biom…
|
C 68 5⁄5 | ||||||||
| 9031 |
Enables AI models to search the web using DuckDuckGo, scrape webpage content in…
|
C 68 5⁄5 | ||||||||
| 9032 |
smart-search
Claim
A local-first MCP server that enables semantic search over PDF and DOCX documen…
|
C 68 5⁄4 | ||||||||
| 9033 |
Enables AI models to interact with Akave's S3-compatible storage by providing t…
|
C 68 5⁄5 | ||||||||
| 9034 |
Enables comprehensive web frontend debugging and analysis through DOM inspectio…
|
C 68 5⁄5 | ||||||||
| 9035 |
A modular productivity automation server providing reusable prompt templates, c…
|
C 68 5⁄5 | ||||||||
| 9036 |
CastPlan MCP
Claim
Provides AI assistants with persistent memory of your project architecture, dev…
|
C 68 5⁄5 | ||||||||
| 9037 |
LMStudio-MCP
Claim
A bridge that allows Claude to communicate with locally running LLM models via …
|
C 68 5⁄4 | ||||||||
| 9038 |
Enables running avian flight dynamics simulations through the Flappy simulator.…
|
C 68 5⁄5 | ||||||||
| 9039 |
Enables integration with Kagi search engine services including web search, cont…
|
C 68 5⁄5 | ||||||||
| 9040 |
A Model Context Protocol server built with NestJS that provides OAuth 2.1 authe…
|
C 68 5⁄5 | ||||||||
| 9041 |
Analyze React code locally, generate docs / llm.txt for whole project at once
|
C 68 5⁄4 | ||||||||
| 9042 |
An MCP server for the Octopus Energy Japan GraphQL API that allows users to ret…
|
C 68 5⁄5 | ||||||||
| 9043 |
An MCP server with integrated ATXP micropayment functionality that requires USD…
|
C 68 5⁄5 | ||||||||
| 9044 |
A TypeScript MCP server that provides integration with GitLab's REST API, allow…
|
C 68 5⁄5 | ||||||||
| 9045 |
A Model Context Protocol server that provides Git version control operations as…
|
C 68 5⁄4 | ||||||||
| 9046 |
An MCP server that provides [describe what your server does]
|
C 68 5⁄4 | ||||||||
| 9047 |
A starter project for quickly building Model Context Protocol servers using Typ…
|
C 68 5⁄5 | ||||||||
| 9048 |
Local-first memory system for AI agents with hybrid search and graph reasoning
|
C 68 5⁄4 | ||||||||
| 9049 |
Provides tools to fetch real-time weather data from the National Weather Servic…
|
C 68 5⁄4 | ||||||||
| 9050 |
Searches for official documentation using Naver Search API and filters results …
|
C 68 5⁄5 | ||||||||