MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3251 |
A parallel AI window for Claude Code. Fork conversations to Gemini, GPT, DeepSe…
|
B 76 5⁄4 | ||||||||
| 3252 |
Manage your Redis Cloud resources effortlessly using natural language. Create d…
|
B 76 5⁄5 | ||||||||
| 3253 |
Code Quality Auditor: Analyze code for SOLID principles, DRY violations, and mo…
|
B 76 5⁄4 | ||||||||
| 3254 |
An MCP server for Android's Tasker automation app.
|
B 76 5⁄4 | ||||||||
| 3255 |
Enables comprehensive translation management through POEditor's API with projec…
|
B 76 5⁄5 | ||||||||
| 3256 |
UX toolkit: 28 knowledge resources, 23 analysis tools & 4 workflow prompts for …
|
B 76 5⁄5 | ||||||||
| 3257 |
MCP Server for Tree-sitter
|
B 76 5⁄5 | ||||||||
| 3258 |
A simple MCP server built using FastMCP, TypeScript, ESLint, and Prettier.
|
B 76 5⁄5 | ||||||||
| 3259 |
Enables AI assistants to manage Gmail by reading unread emails with automatic c…
|
B 76 5⁄4 | ||||||||
| 3260 |
Provides direct access to 200M+ academic papers from Semantic Scholar, enabling…
|
B 76 5⁄4 | ||||||||
| 3261 |
Provides a set of read-only Kubernetes functions via an MCP server, enabling in…
|
B 76 5⁄5 | ||||||||
| 3262 |
A Redis-backed MCP server that enables multiple AI agents to communicate, coord…
|
B 76 5⁄5 | ||||||||
| 3263 |
MWAA MCP Server
Claim
Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) enviro…
|
B 76 5⁄5 | ||||||||
| 3264 |
Enables secure MySQL database operations through natural language with built-in…
|
B 76 5⁄5 | ||||||||
| 3265 |
CStrike v2.6 — Offensive Security Platform. 35+ tools, 9-container Docker stack…
|
B 76 5⁄5 | ||||||||
| 3266 |
Agileday MCP Server
Claim
Connects Agileday's competence and employee data with LLMs, enabling natural la…
|
B 76 5⁄5 | ||||||||
| 3267 |
AI-native data analysis agent as an MCP Server.
Connect your Excel files, CSVs…
|
B 76 5⁄4 | ||||||||
| 3268 |
Enables editing and querying of Gene Ontology Causal Activity Models (GO-CAMs) …
|
B 76 5⁄5 | ||||||||
| 3269 |
zerodust
Claim
Sweep native gas tokens to exactly zero across 25+ EVM chains via AI agents.
|
B 76 5⁄4 | ||||||||
| 3270 |
Enables access to BigBugAI cryptocurrency tools for getting trending tokens and…
|
B 76 5⁄5 | ||||||||
| 3271 |
Supabase MCP Server
Claim
Connects AI assistants to Supabase projects to manage databases, execute SQL qu…
|
B 76 5⁄5 | ||||||||
| 3272 |
A Model Context Protocol server for comprehensive Jupyter notebook manipulation…
|
B 76 5⁄5 | ||||||||
| 3273 |
Korean government open data - weather, population, law search via data.go.kr
|
B 76 6⁄6 | ||||||||
| 3274 |
Groww MCP Server
Claim
Enables interaction with the Groww trading platform to fetch portfolio data, ge…
|
B 76 5⁄5 | ||||||||
| 3275 |
Allows users to search and retrieve academic papers, metadata, and citation cou…
|
B 76 5⁄5 | ||||||||
| 3276 |
Firestore MCP Server
Claim
An interface for interacting with Google Firestore databases directly through C…
|
B 76 5⁄5 | ||||||||
| 3277 |
This server enables interaction between Neo4j databases and Claude Desktop, all…
|
B 76 5⁄5 | ||||||||
| 3278 |
An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted …
|
B 76 5⁄5 | ||||||||
| 3279 |
Access financial data and market information via Financial Modeling Prep API
|
B 76 5⁄4 | ||||||||
| 3280 |
Provides access to Perplexity AI models through two tools: ask\_perplexity for …
|
B 76 5⁄5 | ||||||||
| 3281 |
Enables AI assistants to interact with Google's Jules coding agent API for auto…
|
B 76 5⁄5 | ||||||||
| 3282 |
MCP server to connect MySQL DB for read-only queries. It offers accurate query …
|
B 76 5⁄5 | ||||||||
| 3283 |
Enables Claude to search and retrieve documents from Azure AI Search indexes wi…
|
B 76 5⁄5 | ||||||||
| 3284 |
Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29…
|
B 76 5⁄4 | ||||||||
| 3285 |
An MCP Server to connect to searXNG instances
|
B 76 5⁄4 | ||||||||
| 3286 |
A basic example MCP server deployed as a Netlify serverless function using Expr…
|
B 76 6⁄6 | ||||||||
| 3287 |
Codebeamer ALM integration for managing work items, trackers, and projects. Pro…
|
B 76 5⁄5 | ||||||||
| 3288 |
Model Context Protocol (MCP) Server for Jupyter.
|
B 76 5⁄4 | ||||||||
| 3289 |
Concordium mcp-sever for interacting with the concordium chain
|
B 76 5⁄5 | ||||||||
| 3290 |
MCP server for read-only PostgreSQL database queries in Claude Desktop
|
B 76 5⁄4 | ||||||||
| 3291 |
Converts Markdown documents to PDF files with support for syntax highlighting, …
|
B 76 5⁄4 | ||||||||
| 3292 |
MCP server for full transaction and token history on EVM and UTXO addresses via…
|
B 76 6⁄4 | ||||||||
| 3293 |
Interact with Apple's App Store Connect API
|
B 76 5⁄4 | ||||||||
| 3294 |
Provides Claude with direct access to databases including SQLite, SQL Server, P…
|
B 76 5⁄5 | ||||||||
| 3295 |
MCP server for Spotify playlist curation and management. 18 tools for song anal…
|
B 76 5⁄4 | ||||||||
| 3296 |
MCP Platform
Claim
A reusable runtime infrastructure for hosting Model Context Protocol servers an…
|
B 76 5⁄5 | ||||||||
| 3297 |
Allows AI assistants to interact with Autodesk Revit through the MCP protocol, …
|
B 76 5⁄5 | ||||||||
| 3298 |
Cortex MCP provides AI agents with long-term portfolio memory by transforming p…
|
B 76 5⁄5 | ||||||||
| 3299 |
Comprehensive MCP server for Google Maps APIs, enabling geocoding, place search…
|
B 76 5⁄5 | ||||||||
| 3300 |
Provides intelligent manuscript analysis and writing assistance for markdown pr…
|
B 76 5⁄5 | ||||||||