MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 3 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23351 |
MCP server for querying a database of 1 million Korean personas with full-text …
|
C 60 3⁄3 | ||||||||
| 23352 |
Dummy Bank API
Claim
A FastAPI-based banking API designed for portfolio analysis and customer data m…
|
C 60 4⁄3 | ||||||||
| 23353 |
A WordPress plugin that implements the Model Context Protocol to enable AI mode…
|
C 60 4⁄4 | ||||||||
| 23354 |
MCP server for integrating Actual Budget with Claude and other LLM assistants.
|
C 60 4⁄3 | ||||||||
| 23355 |
Kubernetes RCA agent that sandboxes its own AI with OPA Gatekeeper. MCP-ready f…
|
C 60 3⁄3 | ||||||||
| 23356 |
MCP server for managing interactive processes, enabling AI agents to start, int…
|
C 60 3⁄3 | ||||||||
| 23357 |
Agentfy
Claim
🤖 Agentfy is a modular microservices architecture designed to process user requ…
|
C 60 4⁄3 | ||||||||
| 23358 |
Provides semantic code intelligence tools (search, structural views) and a work…
|
C 60 4⁄3 | ||||||||
| 23359 |
Enables AI assistants to manage TickTick tasks and projects through OAuth2 auth…
|
C 60 4⁄4 | ||||||||
| 23360 |
Google Drive MCP Server
Claim
Enables comprehensive Google Drive operations including file management, conten…
|
C 60 4⁄4 | ||||||||
| 23361 |
Provides unified access to multiple homelab services including Nginx Proxy Mana…
|
C 60 4⁄4 | ||||||||
| 23362 |
mcp-manager
Claim
simple web ui to manage mcp (model context protocol) servers in the claude app
|
C 60 4⁄3 | ||||||||
| 23363 |
MCP server for comprehensive AI testing, evaluation, and quality assurance
|
C 60 3⁄3 | ||||||||
| 23364 |
A Model Context Protocol server that provides browser automation capabilities b…
|
C 60 4⁄4 | ||||||||
| 23365 |
Enhanced MCP server for managing Proxmox virtualization platforms with complete…
|
C 60 4⁄4 | ||||||||
| 23366 |
awesome-ios-ai
Claim
AI agent skills, agent teams, MCP servers, and tools that make AI coding assist…
|
C 60 3⁄3 | ||||||||
| 23367 |
Persistent semantic memory for AI agents using local ChromaDB vector search. No…
|
C 60 4⁄3 | ||||||||
| 23368 |
MCP Memory Server
Claim
Provides intelligent memory management capabilities using Qdrant vector databas…
|
C 60 4⁄4 | ||||||||
| 23369 |
EDT-MCP
Claim
MCP for 1C:EDT
|
C 60 4⁄3 | ||||||||
| 23370 |
|
C 60 4⁄3 | ||||||||
| 23371 |
A Model Context Protocol (MCP) server that exposes the Untappd API as tools for…
|
C 59 3⁄3 | ||||||||
| 23372 |
BOM-MCP
Claim
Provides access to an Electric Submersible Pump (ESP) parts and Bill of Materia…
|
C 59 4⁄4 | ||||||||
| 23373 |
|
C 59 3⁄3 | ||||||||
| 23374 |
web3-mcp-hub
Claim
The definitive open-source registry of Model Context Protocol (MCP) servers for…
|
C 59 4⁄3 | ||||||||
| 23375 |
A simple MCP (Multimodal Conversational Plugin) server based on Joern that prov…
|
C 59 4⁄3 | ||||||||
| 23376 |
MCP-Defender
Claim
Desktop app that automatically scans and blocks malicious MCP traffic in AI app…
|
C 59 4⁄3 | ||||||||
| 23377 |
A Model Context Protocol (MCP) server that provides tools, resources, and promp…
|
C 59 4⁄3 | ||||||||
| 23378 |
MCP Web Tools Server
Claim
Provides web connectivity tools for searching the web via DuckDuckGo or SerpAPI…
|
C 59 4⁄4 | ||||||||
| 23379 |
ainovelprompter
Claim
Create the prompts you need to write your Novel using AI
|
C 59 4⁄3 | ||||||||
| 23380 |
MobSF MCP Server
Claim
A Node.js-based Model Context Protocol implementation that provides a standardi…
|
C 59 4⁄4 | ||||||||
| 23381 |
MCP Server for Google Services, with the ability to define your own scopes and …
|
C 59 4⁄4 | ||||||||
| 23382 |
generator
Claim
CTX: a tool that solves the context management gap when working with LLMs like …
|
C 59 4⁄3 | ||||||||
| 23383 |
Charles Proxy MCP server for AI agents with live capture, structured traffic an…
|
C 59 4⁄3 | ||||||||
| 23384 |
Enables interaction with blockchain networks through the Rosetta API standard f…
|
C 59 4⁄4 | ||||||||
| 23385 |
Enables AI assistants to connect and query Microsoft SQL Server databases using…
|
C 59 4⁄4 | ||||||||
| 23386 |
MCPify
Claim
A dynamic proxy that converts OpenAPI Specification (OAS) endpoints into Messag…
|
C 59 4⁄4 | ||||||||
| 23387 |
Local Lens
Claim
A 100% local development monitoring tool that captures browser console logs, ne…
|
C 59 4⁄3 | ||||||||
| 23388 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
C 59 4⁄4 | ||||||||
| 23389 |
UE5-MCP
Claim
MCP for Unreal Engine 5
|
C 59 3⁄3 | ||||||||
| 23390 |
Notion MCP Server
Claim
An integration server that enables LLMs to interact with Notion workspaces thro…
|
C 59 4⁄4 | ||||||||
| 23391 |
Enables retrieval of random inspirational quotes from various categories includ…
|
C 59 4⁄4 | ||||||||
| 23392 |
Enables AI assistants to access solved.ac user profiles and search Baekjoon Onl…
|
C 59 4⁄4 | ||||||||
| 23393 |
Amazon Ads API MCP server for Amazon Advertising API
|
C 59 4⁄3 | ||||||||
| 23394 |
A Model Context Protocol server that enables AI assistants like Claude to initi…
|
C 59 4⁄4 | ||||||||
| 23395 |
A high-performance MCP server providing lightning-fast hybrid code search using…
|
C 59 4⁄4 | ||||||||
| 23396 |
This is an auto-generated Model Context Protocol server that enables interactio…
|
C 59 4⁄3 | ||||||||
| 23397 |
A Model Calling Protocol server that enables LLMs to perform rigorous Bayesian …
|
C 59 4⁄4 | ||||||||
| 23398 |
UniFi MCP Server
Claim
Provides AI assistants with access to UniFi Network and Protect infrastructure …
|
C 59 4⁄4 | ||||||||
| 23399 |
Gru-sandbox(gbox) is an open source project that provides a self-hostable sandb…
|
C 59 4⁄4 | ||||||||
| 23400 |
Model Context Protocol (MCP) servers with Claude Code. These tools dramatically…
|
C 59 3⁄3 | ||||||||