MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 4 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22901 |
minime-mcp
Claim
Universal infinite memory layer for Developer AI assistants. One shared brain a…
|
C 62 4⁄3 | ||||||||
| 22902 |
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
C 62 4⁄3 | ||||||||
| 22903 |
Enables comprehensive email marketing automation through the Cakemail API, incl…
|
C 62 4⁄4 | ||||||||
| 22904 |
Enables AI agents to create, enhance, and manage SAP Mobile Development Kit pro…
|
C 62 4⁄3 | ||||||||
| 22905 |
MCP server for Roistat API — marketing analytics, visits tracking. API key auth.
|
C 62 3⁄3 | ||||||||
| 22906 |
A Python-based server providing persistent memory management for AI models with…
|
C 62 4⁄3 | ||||||||
| 22907 |
An MCP server that enables AI agents to interact with Extend's spend management…
|
C 62 4⁄4 | ||||||||
| 22908 |
Syncthing MCP Server
Claim
A comprehensive MCP server providing 35 tools for monitoring and managing multi…
|
C 62 4⁄4 | ||||||||
| 22909 |
Automatically loads Mixpeek's OpenAPI spec and exposes its endpoints as MCP too…
|
C 62 3⁄3 | ||||||||
| 22910 |
mitre-attack-mcp
Claim
A Model-Context Protocol server for the MITRE ATT&CK knowledge base
|
C 62 4⁄3 | ||||||||
| 22911 |
A multi-AI MCP server that orchestrates 37 specialist agents across 9 AI tools …
|
C 62 4⁄3 | ||||||||
| 22912 |
A terminal emulator MCP server specifically engineered for LLMs with block-orie…
|
C 62 4⁄3 | ||||||||
| 22913 |
# MCP DadosBR Servidor MCP focado em dados públicos do Brasil. Oferece duas fer…
|
C 62 5⁄5 | ||||||||
| 22914 |
MySQL MCP Server enables Claude Desktop and Claude Code to execute SQL queries,…
|
C 62 4⁄3 | ||||||||
| 22915 |
Enables lightning-fast AI image and video generation, upscaling, background rem…
|
C 62 4⁄4 | ||||||||
| 22916 |
wren-engine
Claim
The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
|
C 62 4⁄3 | ||||||||
| 22917 |
Enables GUI automation for controlling PIX4Dmatic on Windows through MCP. Suppo…
|
C 62 3⁄3 | ||||||||
| 22918 |
MCP server for Boxberry delivery API — city/point search, delivery calculation,…
|
C 62 3⁄3 | ||||||||
| 22919 |
ERPNext MCP Server
Claim
Enables interaction with ERPNext instances via its REST API to manage documents…
|
C 62 4⁄4 | ||||||||
| 22920 |
Enables AI agents to create and edit 3D models in Blockbench via the Model Cont…
|
C 62 4⁄3 | ||||||||
| 22921 |
Enables users to control Govee LED devices using the Govee API, with features f…
|
C 62 4⁄4 | ||||||||
| 22922 |
Provide AI assistants with access to comprehensive financial data, stock inform…
|
C 62 4⁄3 | ||||||||
| 22923 |
An MCP server for integrating with the Rezdy Agent API to manage travel marketp…
|
C 62 4⁄4 | ||||||||
| 22924 |
X (Twitter) MCP server
Claim
X (Twitter) MCP server
|
C 62 4⁄4 | ||||||||
| 22925 |
A powerful MCP server for interacting with Trello boards, lists, and cards via …
|
C 62 4⁄4 | ||||||||
| 22926 |
Coolify MCP Tools
Claim
Enables AI assistants to manage Coolify infrastructure including servers, appli…
|
C 62 4⁄4 | ||||||||
| 22927 |
FastMCP_RecSys
Claim
A CLIP-Based Fashion Recommender system with MCP that provides fashion recommen…
|
C 62 4⁄4 | ||||||||
| 22928 |
Provides a RAG-based search system for 1C:Enterprise platform documentation usi…
|
C 62 4⁄4 | ||||||||
| 22929 |
Enables comprehensive GitHub operations through natural language including file…
|
C 62 4⁄4 | ||||||||
| 22930 |
cp-train-tracking
Claim
|
C 62 3⁄3 | ||||||||
| 22931 |
CLI and MCP server for the LinkedIn API
|
C 62 4⁄3 | ||||||||
| 22932 |
Enables comprehensive NIST Cybersecurity Framework 2.0 assessments with 40+ MCP…
|
C 62 4⁄4 | ||||||||
| 22933 |
An MCP server for Keycloak, designed to work with Keycloak for identity and ac…
|
C 62 3⁄3 | ||||||||
| 22934 |
Comprehensive integration with Google Workspace services (Gmail, Calendar, Shee…
|
C 62 4⁄4 | ||||||||
| 22935 |
An MCP server that extracts clean Markdown or HTML content from web pages by st…
|
C 62 3⁄3 | ||||||||
| 22936 |
A curated list of awesome MCP servers focused on DevOps tools and capabilities.
|
C 62 3⁄3 | ||||||||
| 22937 |
Enables searching, downloading, and reading academic papers from multiple platf…
|
C 62 4⁄4 | ||||||||
| 22938 |
A lightweight framework for building and orchestrating AI agents through the Mo…
|
C 62 4⁄4 | ||||||||
| 22939 |
awesome-mcp-devtools
Claim
A curated list of developer tools, SDKs, libraries, and testing utilities for M…
|
C 62 3⁄3 | ||||||||
| 22940 |
AAS LanceDB MCP Server
Claim
Provides AI agents with database-like operations over LanceDB with automatic BG…
|
C 62 4⁄4 | ||||||||
| 22941 |
An MCP server that enables users to manage, search, and apply specialized AI pe…
|
C 62 4⁄3 | ||||||||
| 22942 |
MCP server for Gearboy Nintendo Game Boy / Game Boy Color emulator
|
C 62 3⁄3 | ||||||||
| 22943 |
An MCP server that provides comprehensive access to the GitLab API for project …
|
C 62 4⁄4 | ||||||||
| 22944 |
websharp
Claim
Search the web and extract article text for LLMs.
|
C 62 3⁄3 | ||||||||
| 22945 |
Chainlink MCP Server
Claim
Enables interaction with Chainlink's decentralized oracle network, providing ac…
|
C 62 4⁄4 | ||||||||
| 22946 |
Enables interaction with Plaid's financial data API to sync bank transactions a…
|
C 62 4⁄4 | ||||||||
| 22947 |
Manage SpherePay customers, bank accounts, wallets, and transfers from Claude.
|
C 62 4⁄3 | ||||||||
| 22948 |
secure-mcp-server
Claim
|
C 62 3⁄3 | ||||||||
| 22949 |
An MCP server that renders rich HTML widgets directly in ChatGPT for conference…
|
C 62 3⁄3 | ||||||||
| 22950 |
MCP server for parsing, querying, and analyzing Primavera P6 XER files with 13 …
|
C 62 3⁄3 | ||||||||