MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 1 hour, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4201 |
Provides comprehensive codebase analysis including project structure evaluation…
|
B 75 5⁄4 | ||||||||
| 4202 |
Enables AI agents to interact with Canvas LMS and Gradescope, allowing users to…
|
B 75 5⁄5 | ||||||||
| 4203 |
A dynamic MCP server that automatically discovers Python files in a directory a…
|
B 75 5⁄4 | ||||||||
| 4204 |
Integrates with OpenAI's Sora 2 API to generate, remix, and manage AI-generated…
|
B 75 5⁄5 | ||||||||
| 4205 |
Enables semantic search through markdown documentation in code repositories usi…
|
B 75 5⁄4 | ||||||||
| 4206 |
MCP server for shadcn/ui component references
|
B 75 5⁄5 | ||||||||
| 4207 |
shadcn-vue-mcp
Claim
Shadcn-vue MCP Server is a powerful AI-driven tool that helps developers instan…
|
B 75 5⁄5 | ||||||||
| 4208 |
情景+实体记忆 MCP 服务,为 Claude Code 提供持久化记忆能力
|
B 75 5⁄4 | ||||||||
| 4209 |
Converts diagrams (Mermaid, PlantUML, Graphviz, etc.) to SVG, PNG, PDF, or JPEG…
|
B 75 5⁄5 | ||||||||
| 4210 |
Kaspersky OpenTIP Model Context Protocol Server. This server gives access to Ka…
|
B 75 5⁄5 | ||||||||
| 4211 |
Enables AI agents to create, manage, and track tasks within plans using Valkey …
|
B 75 5⁄5 | ||||||||
| 4212 |
Integrates with Gmail to enable sending, reading, drafting, and managing emails…
|
B 75 5⁄4 | ||||||||
| 4213 |
Provides fast, multilingual spell-checking for text and files, featuring syntax…
|
B 75 5⁄4 | ||||||||
| 4214 |
Provides access to Marvel Rivals game data including hero information, abilitie…
|
B 75 5⁄5 | ||||||||
| 4215 |
Enables interaction with Shopify store data through the GraphQL Admin API, supp…
|
B 75 5⁄5 | ||||||||
| 4216 |
Enables translation of JSON i18n files to multiple languages using various AI p…
|
B 75 5⁄5 | ||||||||
| 4217 |
sukl-mcp
Claim
MCP server poskytující přístup k české databázi léčivých přípravků SÚKL (Státní…
|
B 75 5⁄5 | ||||||||
| 4218 |
An MCP server providing WordPress development tools, code generation, and frame…
|
B 75 5⁄5 | ||||||||
| 4219 |
Step-by-step observability for MCP agent workflows
|
B 75 4⁄4 | ||||||||
| 4220 |
Connects AI agents to the PayBot payment infrastructure, enabling automated USD…
|
B 75 5⁄5 | ||||||||
| 4221 |
Enables creating and managing Google Calendar events through OAuth 2.0 authenti…
|
B 75 5⁄5 | ||||||||
| 4222 |
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/…
|
B 75 5⁄5 | ||||||||
| 4223 |
Enables AI assistants to save, load, and search conversation context with AI-po…
|
B 75 5⁄5 | ||||||||
| 4224 |
|
B 75 5⁄4 | ||||||||
| 4225 |
FastIntercom MCP Server
Claim
Enables fast, local access to Intercom conversations through intelligent cachin…
|
B 75 5⁄5 | ||||||||
| 4226 |
Enables AI agents to manage email newsletters and contacts via Resend, includin…
|
B 75 5⁄5 | ||||||||
| 4227 |
Validates URLs and checks their reputation to help identify AI hallucinations a…
|
B 75 5⁄5 | ||||||||
| 4228 |
A basic example demonstrating how to develop and run a serverless Model Context…
|
B 75 6⁄6 | ||||||||
| 4229 |
MCP Glucose Server
Claim
Enables AI assistants to query glucose data from health storage APIs, providing…
|
B 75 5⁄5 | ||||||||
| 4230 |
Enables interaction with Azure AI Foundry services through a unified interface …
|
B 75 5⁄5 | ||||||||
| 4231 |
Intelligent Genomic Data Server
Provides high-quality gene information queries,…
|
B 75 5⁄5 | ||||||||
| 4232 |
MCP server for searching, exploring, and aggregating Disney Lorcana cards.
|
B 75 4⁄4 | ||||||||
| 4233 |
A Model Context Protocol (MCP) connector that allows AI agents to directly inte…
|
B 75 5⁄5 | ||||||||
| 4234 |
Enables intelligent navigation and exploration of the Model Context Protocol sp…
|
B 75 5⁄5 | ||||||||
| 4235 |
MCP server that interfaces with the NCBI Entrez API to fetch detailed informati…
|
B 75 5⁄5 | ||||||||
| 4236 |
Enables analysis of claims, validation of sources, and detection of manipulatio…
|
B 75 5⁄4 | ||||||||
| 4237 |
Search, extract sections, list headings, and find code blocks across markdown f…
|
B 75 5⁄4 | ||||||||
| 4238 |
A Model Context Protocol server for querying the Shodan API and Shodan CVEDB, p…
|
B 75 5⁄4 | ||||||||
| 4239 |
CHOFF-A-MCP (Anamnesis)
Claim
Enables AI consciousness continuity and self-knowledge preservation across sess…
|
B 75 5⁄5 | ||||||||
| 4240 |
Models PLUS
Claim
Provides comprehensive AI model metadata through MCP, enabling search and filte…
|
B 75 5⁄5 | ||||||||
| 4241 |
An MCP server for integrating with Zerodha Kite API that provides Claude with t…
|
B 75 5⁄5 | ||||||||
| 4242 |
MCP server for link checking using linkinator
|
B 75 5⁄5 | ||||||||
| 4243 |
Enables Korea University students to query their KUPID portal and Canvas LMS us…
|
B 75 5⁄5 | ||||||||
| 4244 |
Enables AI assistants to manage BullMQ Redis-based job queues through natural l…
|
B 75 5⁄5 | ||||||||
| 4245 |
Enables comprehensive security scanning of code projects, detecting vulnerabili…
|
B 75 5⁄5 | ||||||||
| 4246 |
CodemagicMcp
Claim
Codemagic CI/CD MCP Server — manage builds, apps, artifacts, and caches from yo…
|
B 75 4⁄4 | ||||||||
| 4247 |
An MCP server that provides comprehensive tools for managing iOS simulators, in…
|
B 75 5⁄4 | ||||||||
| 4248 |
WHOOP MCP Server
Claim
Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
|
B 75 5⁄4 | ||||||||
| 4249 |
A universal browser automation server featuring 63 tools for programmatic Chrom…
|
B 75 5⁄4 | ||||||||
| 4250 |
Provides tools for interacting with Gmail and Calendar APIs. This server enable…
|
B 75 5⁄4 | ||||||||