MCP Server Quality Scores
Independent quality analysis of 47628 public MCP servers
Last updated 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24401 |
An MCP server for interacting with HubSpot's authentication API, enabling secur…
|
D 51 4⁄4 | ||||||||
| 24402 |
Kokoro TTS MCP Server
Claim
Enables AI agents to generate and play high-quality text-to-speech audio using …
|
D 51 4⁄3 | ||||||||
| 24403 |
MCP Server for Google's Enterprise License Manager API, allowing users to manag…
|
D 51 4⁄4 | ||||||||
| 24404 |
Document Q&A MCP Server
Claim
A Python-based MCP server that enables document-based question answering by pro…
|
D 51 4⁄4 | ||||||||
| 24405 |
stdio-proxy
Claim
Undisk MCP: safe file memory for AI agents.
|
D 51 3⁄3 | ||||||||
| 24406 |
Provides a comprehensive suite of Web3 tools for querying token addresses, news…
|
D 51 4⁄4 | ||||||||
| 24407 |
An MCP server wrapper for the Meiso Gambare API that allows users to log and tr…
|
D 51 4⁄4 | ||||||||
| 24408 |
A coding agent toolkit that transforms LLMs into coding assistants capable of w…
|
D 51 4⁄4 | ||||||||
| 24409 |
Enables read-only assessment of AWS environments by inventorying resources, run…
|
D 51 4⁄4 | ||||||||
| 24410 |
Provides tools to search for apps and music via the iTunes Search API and monit…
|
D 51 4⁄4 | ||||||||
| 24411 |
Enables AI assistants to request human input through a web interface during exe…
|
D 51 4⁄3 | ||||||||
| 24412 |
An MCP server for Microsoft's Cognitive Services Custom Vision Training API tha…
|
D 51 4⁄4 | ||||||||
| 24413 |
Learning Path Generator
Claim
A Streamlit-based web application that generates personalized learning paths by…
|
D 51 4⁄3 | ||||||||
| 24414 |
Provides access to current weather conditions and hourly forecasts for any loca…
|
D 51 4⁄4 | ||||||||
| 24415 |
subnoto
Claim
Subnoto - Electronic Signature MCP server allows to send, receive and sign elec…
|
D 51 3⁄3 | ||||||||
| 24416 |
A lightweight, modular API service that provides useful tools like weather, dat…
|
D 51 4⁄3 | ||||||||
| 24417 |
An MCP server for Google's Certificate Authority API that enables management of…
|
D 51 4⁄4 | ||||||||
| 24418 |
An MCP server for the VTEX Subscriptions API (v3) that enables managing subscri…
|
D 51 4⁄4 | ||||||||
| 24419 |
Enables AI models to access external services including weather data, file syst…
|
D 51 4⁄4 | ||||||||
| 24420 |
An MCP server that enables scRNA-Seq analysis through natural language, providi…
|
D 51 4⁄4 | ||||||||
| 24421 |
YellowMCP
Claim
Reliability intelligence for remote MCP servers. Agent-native discovery for 1,7…
|
D 51 3⁄3 | ||||||||
| 24422 |
An MCP server that provides access to Google's Access Context Manager API, enab…
|
D 51 4⁄4 | ||||||||
| 24423 |
An MCP server that enables interaction with Velo Payments APIs for global payme…
|
D 51 4⁄4 | ||||||||
| 24424 |
A Model Context Protocol server for browser automation that uses Puppeteer to p…
|
D 51 4⁄3 | ||||||||
| 24425 |
An MCP server that enables interaction with Google's Traffic Director API, allo…
|
D 51 4⁄4 | ||||||||
| 24426 |
An MCP server that enables querying and managing relationships between websites…
|
D 51 4⁄4 | ||||||||
| 24427 |
A Model Context Protocol server that enables seamless integration between Curso…
|
D 51 4⁄4 | ||||||||
| 24428 |
An MCP server that automatically optimizes AI prompts using evolutionary algori…
|
D 51 4⁄3 | ||||||||
| 24429 |
A portable packaging template for distributing MCP server components with utili…
|
D 51 4⁄3 | ||||||||
| 24430 |
Enables querying parking lot information through an MCP server built with fastM…
|
D 51 4⁄4 | ||||||||
| 24431 |
An MCP server for communication service connectors that currently provides mult…
|
D 51 4⁄4 | ||||||||
| 24432 |
synclub-dxt
Claim
SynClub MCP Server for AI-powered comic creation with script generation and ima…
|
D 51 4⁄3 | ||||||||
| 24433 |
Helps developers choose optimal technology stacks through progressive questioni…
|
D 51 4⁄4 | ||||||||
| 24434 |
chesscom-mxcp
Claim
An enterprise-grade Chess.com MCP server built with MXCP, featuring caching, an…
|
D 51 4⁄4 | ||||||||
| 24435 |
Memory Consolidation for AI agents — search, memory, browser, commons. Free tri…
|
D 51 3⁄3 | ||||||||
| 24436 |
Enables bank identification number (BIN) lookups via the Bin Lookup Checker API…
|
D 51 4⁄4 | ||||||||
| 24437 |
A Model Context Protocol server providing document translation, text translatio…
|
D 51 4⁄3 | ||||||||
| 24438 |
An MCP Server that provides access to the Jumpseller e-commerce platform API, a…
|
D 51 4⁄4 | ||||||||
| 24439 |
MCP server for Microsoft SQL Server — schema discovery, profiling, safe writes,…
|
D 51 4⁄3 | ||||||||
| 24440 |
Enables AI assistants to control browser automation through natural language pr…
|
D 51 4⁄3 | ||||||||
| 24441 |
fa
Claim
|
D 51 3⁄3 | ||||||||
| 24442 |
A Model Context Protocol server that analyzes various log types on Windows syst…
|
D 51 4⁄3 | ||||||||
| 24443 |
Provides tools to communicate with a service dependency API, enabling users to …
|
D 51 4⁄3 | ||||||||
| 24444 |
A Model Context Protocol server that enables AI agents to interact with n8n wor…
|
D 51 4⁄4 | ||||||||
| 24445 |
smithery-doc
Claim
|
D 51 3⁄3 | ||||||||
| 24446 |
This server provides a standardized framework using the Model Context Protocol …
|
D 51 4⁄4 | ||||||||
| 24447 |
A dedicated Model Context Protocol server that enables AI clients to interact w…
|
D 51 4⁄4 | ||||||||
| 24448 |
An MCP Server that enables interaction with VTEX's Headless Content Management …
|
D 51 4⁄4 | ||||||||
| 24449 |
A robust system that connects web UI to After Effects, enabling real-time comma…
|
D 51 4⁄3 | ||||||||
| 24450 |
An MCP server that provides access to Google's API Discovery Service, allowing …
|
D 51 4⁄4 | ||||||||