MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 2 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22901 |
Provides real-time stock news search capabilities via Tavily API, allowing MCP …
|
C 62 4⁄4 | ||||||||
| 22902 |
Enables users to control Govee LED devices using the Govee API, with features f…
|
C 62 4⁄4 | ||||||||
| 22903 |
An MCP server that enables users to manage, search, and apply specialized AI pe…
|
C 62 4⁄3 | ||||||||
| 22904 |
Enables searching, downloading, and reading academic papers from multiple platf…
|
C 62 4⁄4 | ||||||||
| 22905 |
Enables AI agents to create and edit 3D models in Blockbench via the Model Cont…
|
C 62 4⁄3 | ||||||||
| 22906 |
Enables comprehensive NIST Cybersecurity Framework 2.0 assessments with 40+ MCP…
|
C 62 4⁄4 | ||||||||
| 22907 |
A CLI tool for easy installation of MCP servers and managing their configuration
|
C 62 4⁄3 | ||||||||
| 22908 |
Enables GUI automation for controlling PIX4Dmatic on Windows through MCP. Suppo…
|
C 62 3⁄3 | ||||||||
| 22909 |
speech.sh
Claim
Let the agent speak things out loud, notify you when he's done working with a q…
|
C 62 3⁄3 | ||||||||
| 22910 |
Stop vibecoding blind. Code graph so your AI stops breaking things across your …
|
C 62 4⁄3 | ||||||||
| 22911 |
A minimal Python MCP server that enables Claude Code to call local Ollama model…
|
C 62 3⁄3 | ||||||||
| 22912 |
An MCP server for integrating with the Rezdy Agent API to manage travel marketp…
|
C 62 4⁄4 | ||||||||
| 22913 |
A Model Context Protocol server that generates prompts based on Git repository …
|
C 62 4⁄3 | ||||||||
| 22914 |
Toolkit for Coding Agents to work reliably with repo of any size.
|
C 62 4⁄4 | ||||||||
| 22915 |
An MCP server that enables AI agents to interact with Extend's spend management…
|
C 62 4⁄4 | ||||||||
| 22916 |
MCP server for Roistat API — marketing analytics, visits tracking. API key auth.
|
C 62 3⁄3 | ||||||||
| 22917 |
MCP server for Boxberry delivery API — city/point search, delivery calculation,…
|
C 62 3⁄3 | ||||||||
| 22918 |
mcgravity
Claim
A proxy tool for composing multiple MCP servers into one unified endpoint. Scal…
|
C 62 4⁄3 | ||||||||
| 22919 |
Enables AI agents to create, enhance, and manage SAP Mobile Development Kit pro…
|
C 62 4⁄3 | ||||||||
| 22920 |
Manage Sable AI voice agents, query HyperDX logs and metrics, and deploy — all …
|
C 62 4⁄3 | ||||||||
| 22921 |
Enables interaction with ElevenLabs Text-to-Speech and audio processing APIs. S…
|
C 62 4⁄4 | ||||||||
| 22922 |
wasmcp
Claim
Build MCP servers with WebAssembly components
|
C 62 4⁄3 | ||||||||
| 22923 |
awesome-mcp-devtools
Claim
A curated list of developer tools, SDKs, libraries, and testing utilities for M…
|
C 62 3⁄3 | ||||||||
| 22924 |
A Model Context Protocol server that allows AI assistants to interact with Pref…
|
C 62 4⁄4 | ||||||||
| 22925 |
Enables comprehensive MySQL database management including CRUD operations, sche…
|
C 62 4⁄4 | ||||||||
| 22926 |
MCP server for controlling Mullvad VPN through Claude Desktop, Cursor, Windsurf…
|
C 62 3⁄3 | ||||||||
| 22927 |
mitre-attack-mcp
Claim
A Model-Context Protocol server for the MITRE ATT&CK knowledge base
|
C 62 4⁄3 | ||||||||
| 22928 |
CodeMap
Claim
Roslyn-powered MCP server for C#/VB.NET. Query symbols, call graphs, and facts.…
|
C 62 3⁄3 | ||||||||
| 22929 |
cp-train-tracking
Claim
|
C 62 3⁄3 | ||||||||
| 22930 |
MCP Server for notify to Weixin, Telegram, Bark, Lark, Feishu, DingTalk
|
C 62 4⁄3 | ||||||||
| 22931 |
MySQL MCP Server enables Claude Desktop and Claude Code to execute SQL queries,…
|
C 62 4⁄3 | ||||||||
| 22932 |
MCP server for Gearboy Nintendo Game Boy / Game Boy Color emulator
|
C 62 3⁄3 | ||||||||
| 22933 |
Provides Claude Code with access to personal secrets and notes stored in a loca…
|
C 62 3⁄3 | ||||||||
| 22934 |
|
C 62 3⁄3 | ||||||||
| 22935 |
ThinkDrop Vision Service
Claim
Provides screen capture, OCR text extraction, and visual language model scene u…
|
C 62 4⁄3 | ||||||||
| 22936 | C 62 4⁄3 | |||||||||
| 22937 |
Provides AI assistants with direct access to Wireshark network analysis capabil…
|
C 62 4⁄3 | ||||||||
| 22938 |
ws-mcp
Claim
Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/ni…
|
C 62 4⁄3 | ||||||||
| 22939 |
Enables AI agents to create, read, and manipulate Excel files without requiring…
|
C 62 4⁄4 | ||||||||
| 22940 |
An MCP server that provides comprehensive access to the GitLab API for project …
|
C 62 4⁄4 | ||||||||
| 22941 |
MCP server for Gearcoleco ColecoVision emulator
|
C 62 3⁄3 | ||||||||
| 22942 |
Provides read-only access to Vivint home security systems through an unofficial…
|
C 62 4⁄4 | ||||||||
| 22943 |
A Model Context Protocol server that provides tools for managing providers, cli…
|
C 62 4⁄4 | ||||||||
| 22944 |
A Python package that enables integration with Autodesk Revit through the Model…
|
C 62 4⁄3 | ||||||||
| 22945 |
FastMCP_RecSys
Claim
A CLIP-Based Fashion Recommender system with MCP that provides fashion recommen…
|
C 62 4⁄4 | ||||||||
| 22946 |
Chainlink MCP Server
Claim
Enables interaction with Chainlink's decentralized oracle network, providing ac…
|
C 62 4⁄4 | ||||||||
| 22947 |
dottedsign-mcp
Claim
A DottedSign MCP server that enables AI assistants (Claude, ChatGPT) to manage …
|
C 62 3⁄3 | ||||||||
| 22948 |
A powerful MCP server for interacting with Trello boards, lists, and cards via …
|
C 62 4⁄4 | ||||||||
| 22949 |
wren-engine
Claim
The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
|
C 62 4⁄3 | ||||||||
| 22950 |
kudosflow
Claim
Visual workflow editor for building node-based AI agent workflows with drag-and…
|
C 62 4⁄3 | ||||||||
