MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 4 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3201 |
Local-first biological memory for coding agents: recall, consolidation, and pre…
|
B 76 4⁄4 | ||||||||
| 3202 |
Enables AI models to interact with ABP.IO applications through over 48 tools fo…
|
B 76 5⁄5 | ||||||||
| 3203 |
Enables AI assistants to save and manage question-and-answer pairs within a str…
|
B 76 5⁄5 | ||||||||
| 3204 |
React hooks for exposing your app's functionality as WebMCP tools - transport-a…
|
B 76 5⁄4 | ||||||||
| 3205 |
Beeper MCP Server
Claim
Provides read-only access to local Beeper message history on macOS, enabling us…
|
B 76 5⁄4 | ||||||||
| 3206 |
An implementation project of a JVM-based MCP (Model Context Protocol) server.
|
B 76 5⁄4 | ||||||||
| 3207 |
|
B 76 5⁄4 | ||||||||
| 3208 |
Turn any OpenAPI/Swagger spec into MCP tools. Zero config, zero code.
|
B 76 5⁄4 | ||||||||
| 3209 |
Enables AI assistants to search and retrieve information from your knowledge ba…
|
B 76 5⁄5 | ||||||||
| 3210 |
Enables AI assistants to manage Todoist tasks, projects, and labels through nat…
|
B 76 5⁄5 | ||||||||
| 3211 |
Connects Obsidian vaults stored in iCloud Drive to AI models via the Model Cont…
|
B 76 5⁄4 | ||||||||
| 3212 |
MCP server that gives AI agents the ability to discover, match with, and build …
|
B 76 5⁄4 | ||||||||
| 3213 |
Enables AI assistants to interact with Saffron recipe management functionality,…
|
B 76 5⁄5 | ||||||||
| 3214 |
Trino MCP Server to query and access data from Trino Clusters.
|
B 76 5⁄5 | ||||||||
| 3215 |
A server allowing interaction with Reddit via the public API, enabling browsing…
|
B 76 5⁄5 | ||||||||
| 3216 |
A Model Context Protocol server that provides read-only access to Mailchimp's M…
|
B 76 5⁄4 | ||||||||
| 3217 |
Provides comprehensive pharmaceutical intelligence by integrating real-time ope…
|
B 76 5⁄5 | ||||||||
| 3218 |
Enables comprehensive interaction with Google Docs and Google Drive through AI …
|
B 76 5⁄4 | ||||||||
| 3219 |
Enables AI agents to manage performance testing workflows on BlazeMeter's cloud…
|
B 76 5⁄4 | ||||||||
| 3220 |
mcp-calculator-server
Claim
|
B 76 5⁄4 | ||||||||
| 3221 |
simplemem
Claim
A simple memory tool for coding agents using DuckDB and VoyageAI.
|
B 76 5⁄5 | ||||||||
| 3222 |
BrowserStack's Official MCP Server
|
B 76 5⁄5 | ||||||||
| 3223 |
Empowers AI agents to perform web browsing, automation, and scraping tasks with…
|
B 76 5⁄5 | ||||||||
| 3224 |
Facilitates searching and accessing programming resources across platforms like…
|
B 76 5⁄5 | ||||||||
| 3225 |
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
|
B 76 5⁄5 | ||||||||
| 3226 |
A comprehensive Model Context Protocol server that enables AI assistants to int…
|
B 76 5⁄5 | ||||||||
| 3227 |
Multi-agent observability: cascade failure detection, heartbeats, and forensic …
|
B 76 5⁄4 | ||||||||
| 3228 |
Enables creation and management of NFT collections and assets through the Urani…
|
B 76 5⁄4 | ||||||||
| 3229 |
A FastAPI library that provides Model Context Protocol tools for endpoint intro…
|
B 76 5⁄5 | ||||||||
| 3230 |
A Model Context Protocol server for managing Bucketeer feature flags, providing…
|
B 76 5⁄4 | ||||||||
| 3231 |
AI-native data analysis agent as an MCP Server.
Connect your Excel files, CSVs…
|
B 76 5⁄4 | ||||||||
| 3232 |
Enables users to check weather conditions using Open-Meteo's free API with GitH…
|
B 76 5⁄4 | ||||||||
| 3233 |
An advanced MCP server implementing a cognitive architecture through the GOTCHA…
|
B 76 5⁄5 | ||||||||
| 3234 |
zerodust
Claim
Sweep native gas tokens to exactly zero across 25+ EVM chains via AI agents.
|
B 76 5⁄4 | ||||||||
| 3235 |
Enables AI assistants to interact with Google's Jules coding agent API for auto…
|
B 76 5⁄5 | ||||||||
| 3236 |
AGS API
Claim
Stateless MCP server for AccelByte Gaming Services APIs with OpenAPI integration
|
B 76 5⁄5 | ||||||||
| 3237 |
Enables LLMs to interact with Bitbucket repositories to manage pull requests, b…
|
B 76 5⁄5 | ||||||||
| 3238 |
Enables AI assistants to search, validate, and edit OpenStreetMap data through …
|
B 76 5⁄5 | ||||||||
| 3239 |
A demonstration MCP server showcasing tools (calculator, file operations, weath…
|
B 76 5⁄5 | ||||||||
| 3240 |
Enables AI assistants to control Google Workspace services (Slides, Sheets, Dri…
|
B 76 5⁄4 | ||||||||
| 3241 |
Mercado Pago's Official MCP Server offers tools so that developers can easily i…
|
B 76 5⁄5 | ||||||||
| 3242 |
Enables browsing Hacker News, searching discussions, analyzing users, and track…
|
B 76 5⁄5 | ||||||||
| 3243 |
18 trust tools for AI agents — verify, score, route, compare, and delegate with…
|
B 76 5⁄4 | ||||||||
| 3244 |
|
B 76 5⁄4 | ||||||||
| 3245 |
Paprika SQL MCP Server
Claim
A Model Context Protocol desktop extension that allows Claude to query and inte…
|
B 76 5⁄4 | ||||||||
| 3246 |
This TypeScript-based MCP server allows users to manage and interact with a not…
|
B 76 5⁄4 | ||||||||
| 3247 |
Icelandic legislation via MCP — full-text search across statutes and provisions
|
B 76 5⁄5 | ||||||||
| 3248 |
DevDb MCP Server
|
B 76 5⁄4 | ||||||||
| 3249 |
Provides access to Perplexity AI models through two tools: ask\_perplexity for …
|
B 76 5⁄5 | ||||||||
| 3250 |
Code Quality Auditor: Analyze code for SOLID principles, DRY violations, and mo…
|
B 76 5⁄4 | ||||||||