MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10601 |
A server implementing Model Coupling Protocol for HDF5 file operations, Slurm j…
|
C 65 5⁄4 | ||||||||
| 10602 |
Gmail MCP Server
Claim
Enables AI assistants to manage Gmail accounts through natural language for tas…
|
C 65 5⁄5 | ||||||||
| 10603 |
Real-time on-chain market prices using open and free Dexscreener API
|
C 65 5⁄5 | ||||||||
| 10604 |
Integrates with the EARLY (Timeular v4) API to manage activities, track time, a…
|
C 65 5⁄5 | ||||||||
| 10605 |
Enables checking npm packages for known security vulnerabilities using the OSV …
|
C 65 5⁄5 | ||||||||
| 10606 |
An MCP service that automatically generates and manages rule files for Trae AI …
|
C 65 5⁄4 | ||||||||
| 10607 |
Wheelchair accessibility scores for 70,000+ US restaurants. Search, filter, and…
|
C 65 6⁄4 | ||||||||
| 10608 |
Provides real-time access to official aviation weather data including METARs, T…
|
C 65 5⁄5 | ||||||||
| 10609 |
my-mcp-server
Claim
|
C 65 5⁄4 | ||||||||
| 10610 |
Enables access to Yaizu City's open data and smart city APIs through Claude Des…
|
C 65 5⁄5 | ||||||||
| 10611 |
A Model Context Protocol server providing LLMs with access to the Ensembl genom…
|
C 65 5⁄5 | ||||||||
| 10612 |
Advanced AI Code Quality Gate
|
C 65 5⁄5 | ||||||||
| 10613 |
MCP server for enabling LLM applications to perform deep research via the MCP p…
|
C 65 5⁄5 | ||||||||
| 10614 |
Calculator MCP Server
Claim
A backend service that provides accurate arithmetic calculation capabilities to…
|
C 65 5⁄5 | ||||||||
| 10615 |
Provides tools for common file processing operations including reading files, l…
|
C 65 5⁄5 | ||||||||
| 10616 |
GeoGebra MCP Server
Claim
Provides access to GeoGebra's mathematical computation, geometry construction, …
|
C 65 5⁄5 | ||||||||
| 10617 |
A FastMCP server implementation that provides a standardized interface for acce…
|
C 65 5⁄5 | ||||||||
| 10618 |
NetBrain MCP
Claim
An open-source network operations integration platform that connects large lang…
|
C 65 5⁄5 | ||||||||
| 10619 |
Synapse indexes C# codebases into a FalkorDB-backed graph to provide deep struc…
|
C 65 5⁄4 | ||||||||
| 10620 |
Enables LLMs to interact with Oracle Databases by providing specific table and …
|
C 65 5⁄5 | ||||||||
| 10621 |
Aha! MCP Server
Claim
Enables interaction with Aha! product management platform through GraphQL API. …
|
C 65 5⁄5 | ||||||||
| 10622 |
AI Personal Hub
Claim
Unified personal assistant MCP server that connects local files, GitHub reposit…
|
C 65 5⁄4 | ||||||||
| 10623 |
Exposes ABLESTACK MOLD API through MCP tools with the mold_\* namespace, enabli…
|
C 65 5⁄5 | ||||||||
| 10624 |
AI-powered persona analysis and Focus Group Interview (FGI) system that creates…
|
C 65 5⁄5 | ||||||||
| 10625 |
This Model Context Protocol (MCP) server provides powerful visualization tools …
|
C 65 5⁄5 | ||||||||
| 10626 |
Give Claude the ability to read, search, and synthesize across your entire PDF …
|
C 65 5⁄4 | ||||||||
| 10627 |
A Model Context Protocol server that enables AI models to interact with both My…
|
C 65 5⁄5 | ||||||||
| 10628 |
This MCP server provides persistent memory integration for chat applications by…
|
C 65 5⁄5 | ||||||||
| 10629 |
An MCP server to interact with Google Search Console and Bing Webmasters.
|
C 65 5⁄4 | ||||||||
| 10630 |
Call For Papers MCP
Claim
Enables searching for upcoming academic conferences and events from WikiCFP by …
|
C 65 5⁄5 | ||||||||
| 10631 |
A Model Context Protocol server that enables AI assistants to access and manage…
|
C 65 5⁄5 | ||||||||
| 10632 |
BlobGuard MCP
Claim
A lightweight, multi-tenant blob storage and diff server that helps LLM coding …
|
C 65 5⁄5 | ||||||||
| 10633 |
Enables interaction with Mowen Notes to create, edit, and manage rich text cont…
|
C 65 5⁄5 | ||||||||
| 10634 |
A simple tutorial MCP server that provides a basic addition tool for adding two…
|
C 65 5⁄5 | ||||||||
| 10635 |
A Model Context Protocol server that provides a standardized interface for inte…
|
C 65 5⁄5 | ||||||||
| 10636 |
A template for deploying authentication-free MCP servers on Cloudflare Workers,…
|
C 65 5⁄5 | ||||||||
| 10637 |
A Node.js/TypeScript server implementing the Model Context Protocol that provid…
|
C 65 5⁄5 | ||||||||
| 10638 |
A Model Context Protocol server that provides video manipulation capabilities, …
|
C 65 5⁄5 | ||||||||
| 10639 |
A server that provides access to Mathematica documentation through FastMCP, ena…
|
C 65 5⁄4 | ||||||||
| 10640 |
MPM-Coding
Claim
Local MCP server for reliable long-running AI coding workflows.
|
C 65 5⁄4 | ||||||||
| 10641 |
Enables analysis of KiCad electronic schematics through natural language querie…
|
C 65 5⁄4 | ||||||||
| 10642 |
Provides read-only access to Google Search Console data, allowing AI assistants…
|
C 65 5⁄5 | ||||||||
| 10643 |
Enables recording audio from a microphone and transcribing it using OpenAI's Wh…
|
C 65 5⁄4 | ||||||||
| 10644 |
MCP Server for fething yfinance financial data into Claude Desktop
|
C 65 5⁄4 | ||||||||
| 10645 |
A TypeScript-based MCP server that implements an email sending system, allowing…
|
C 65 5⁄4 | ||||||||
| 10646 |
Providing cryptocurrency project data from Mobula.io to AI agents.
|
C 65 5⁄5 | ||||||||
| 10647 |
An MCP server that allows Copilot Studio and GitHub Copilot to generate differe…
|
C 65 5⁄5 | ||||||||
| 10648 |
An MCP server that enables AI agents to control a real Google Chrome instance u…
|
C 65 5⁄4 | ||||||||
| 10649 |
Enables Claude to access and analyze LinkedIn profile data through the Model Co…
|
C 65 5⁄5 | ||||||||
| 10650 |
Flight + Stay Search MCP
Claim
Enables searching for flights (one-way, round-trip, multi-city) and hotels usin…
|
C 65 5⁄5 | ||||||||