MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23501 |
A Model Calling Protocol server that enables LLMs to perform rigorous Bayesian …
|
C 59 4⁄4 | ||||||||
| 23502 |
Model Context Protocol (MCP) server implementation for semantic search and memo…
|
C 59 4⁄4 | ||||||||
| 23503 |
A Python MCP server that provides a lightweight CRM by integrating Google Sheet…
|
C 59 4⁄4 | ||||||||
| 23504 |
A professional implementation of a Model Context Protocol server that enables i…
|
C 59 4⁄3 | ||||||||
| 23505 |
Dify MCP
Claim
Enables validation of Dify Workflow DSL YAML files through MCP protocol. Allows…
|
C 59 4⁄3 | ||||||||
| 23506 |
MCP server for document ingestion and semantic search on Qdrant. Enables ingest…
|
C 59 3⁄3 | ||||||||
| 23507 |
MobSF MCP Server
Claim
A Node.js-based Model Context Protocol implementation that provides a standardi…
|
C 59 4⁄4 | ||||||||
| 23508 |
Gru-sandbox(gbox) is an open source project that provides a self-hostable sandb…
|
C 59 4⁄4 | ||||||||
| 23509 |
CodeCortX-MCP
Claim
A lightning-fast, language-agnostic code analysis MCP (Model Context Protocol) …
|
C 59 4⁄3 | ||||||||
| 23510 |
An AI agent built in n8n which can find and use Model Context Protocol (MCP) Se…
|
C 59 3⁄3 | ||||||||
| 23511 |
Enables AI models to generate production-ready, 60fps-optimized GSAP animation …
|
C 59 4⁄4 | ||||||||
| 23512 |
Enables interaction with blockchain networks through the Rosetta API standard f…
|
C 59 4⁄4 | ||||||||
| 23513 |
Amazon Ads API MCP server for Amazon Advertising API
|
C 59 4⁄3 | ||||||||
| 23514 |
Linggen - Local RAG
Claim
Local, privacy-focused RAG service for code search via MCP. https://linggen.dev
|
C 59 3⁄3 | ||||||||
| 23515 |
A Python server that integrates MCP with Notion to automate documentation workf…
|
C 58 4⁄3 | ||||||||
| 23516 |
Provides AI assistants with direct access to ServiceTitan's field service manag…
|
C 58 4⁄4 | ||||||||
| 23517 |
kolibri
Claim
Streaming KoliBri MCP server (NPM: `@public-ui/mcp`) delivering 200+ guaranteed…
|
C 58 4⁄4 | ||||||||
| 23518 |
Provides comprehensive session management for Claude Code with automatic initia…
|
C 58 4⁄3 | ||||||||
| 23519 |
MCP server providing a powerful bioinformatics toolkit for genomics queries and…
|
C 58 4⁄4 | ||||||||
| 23520 |
A local task management MCP server that enables users to create, update, and ma…
|
C 58 3⁄3 | ||||||||
| 23521 |
A framework that provides search, fetch, and do primitives to enable AI agents …
|
C 58 4⁄4 | ||||||||
| 23522 |
|
C 58 4⁄3 | ||||||||
| 23523 |
An MCP server that connects to the Resource Hub, allowing centralized configura…
|
C 58 4⁄4 | ||||||||
| 23524 |
MCP server and plugin that lets AI agents (Claude Code, Cursor, Codex, Gemini) …
|
C 58 4⁄3 | ||||||||
| 23525 |
an local MCP server you can run on your env, connecting you to Microsoft Graph,…
|
C 58 4⁄4 | ||||||||
| 23526 |
An MCP server that enables users to search for Publix products, find store loca…
|
C 58 4⁄4 | ||||||||
| 23527 |
BurpSuite MCP Server
Claim
BurpSuite MCP Server: A powerful Model Context Protocol (MCP) server implementa…
|
C 58 4⁄4 | ||||||||
| 23528 |
MCP server for the Stream.estate French real estate API. Search properties, get…
|
C 58 3⁄3 | ||||||||
| 23529 |
A dynamic proxy server that enables users to manage and access multiple MCP bac…
|
C 58 4⁄4 | ||||||||
| 23530 |
nunu
Claim
A CLI tool for building Go applications.
|
C 58 4⁄3 | ||||||||
| 23531 |
The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful ser…
|
C 58 4⁄3 | ||||||||
| 23532 |
A customer and product management MCP server using SQLite. It enables Claude De…
|
C 58 3⁄3 | ||||||||
| 23533 | C 58 4⁄3 | |||||||||
| 23534 |
Analyzes codebases to generate dependency graphs and architectural insights acr…
|
C 58 3⁄3 | ||||||||
| 23535 |
modex
Claim
Modex is a Clojure MCP Library to augment your AI models with Tools, Resources …
|
C 58 3⁄3 | ||||||||
| 23536 |
Virtual Visa cards for AI agents. Just-in-time card issuance per transaction, h…
|
C 58 4⁄3 | ||||||||
| 23537 |
Connects AI agents to real-time cryptocurrency market data from CoinGecko API, …
|
C 58 4⁄4 | ||||||||
| 23538 |
FastAPI MCP Application
Claim
A REST API built with FastAPI that exposes endpoints via Model Context Protocol…
|
C 58 4⁄4 | ||||||||
| 23539 |
huuh.me is AI-native Youtube
- dead easy AI for people with stuff to do
- colla…
|
C 58 4⁄4 | ||||||||
| 23540 |
Enables AI assistants to query freispace scheduling software data including sta…
|
C 58 4⁄4 | ||||||||
| 23541 |
This server provides a convenient API for interacting with Azure DevOps service…
|
C 58 4⁄4 | ||||||||
| 23542 |
Enables interaction with PostgreSQL databases through comprehensive database ma…
|
C 58 4⁄4 | ||||||||
| 23543 |
axe MCP Server
Claim
Official MCP server for Axe DevTools for Web.
|
C 58 3⁄3 | ||||||||
| 23544 |
Enables sentiment analysis of text blocks using the Api Ninjas API, returning s…
|
C 58 4⁄4 | ||||||||
| 23545 |
A Model Context Protocol server that enables AI agents to control and automate …
|
C 58 4⁄3 | ||||||||
| 23546 |
MCP, CLI, Skills for searching and downloading academic papers from multiple so…
|
C 58 4⁄4 | ||||||||
| 23547 |
A Python framework that enables secure hardware control through the Model Conte…
|
C 58 4⁄4 | ||||||||
| 23548 |
Enables browser automation through Playwright with persistent sessions and cook…
|
C 58 4⁄3 | ||||||||
| 23549 |
Integration server that connects AI assistants to Atlassian products (Confluenc…
|
C 58 4⁄3 | ||||||||
| 23550 |
A MCP server for SailfishOS application development, creates new projects and a…
|
C 58 3⁄3 | ||||||||
