MCP Server Quality Scores
Independent quality analysis of 48680 public MCP servers
Last updated 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22051 |
Model Context Protocol server implementation for operating baserCMS that enable…
|
C 67 4⁄4 | ||||||||
| 22052 |
An MCP server that enables AI assistants to control Blender through 108 special…
|
C 67 3⁄3 | ||||||||
| 22053 |
An MCP server that enables AI assistants to manage content, media, and schemas …
|
C 67 4⁄4 | ||||||||
| 22054 |
Vestige
Claim
A local cognitive memory server for MCP-compatible AI agents, providing persist…
|
C 67 4⁄3 | ||||||||
| 22055 |
Just MCP Server
Claim
Expose curated Justfile recipes via MCP for safe deterministic automation.
|
C 67 4⁄3 | ||||||||
| 22056 |
selene
Claim
Selene is a desktop app that runs AI agents on your machine. Connect them to yo…
|
C 67 4⁄3 | ||||||||
| 22057 |
A Model Context Protocol (MCP) server for Kubernetes and OpenShift
|
C 67 4⁄3 | ||||||||
| 22058 |
mcp-loxone
Claim
An opinionated Model Context Protocol (MCP) server for controlling Loxone home …
|
C 67 4⁄3 | ||||||||
| 22059 |
Enables AI agents to develop, test, and certify Roku applications by providing …
|
C 67 4⁄3 | ||||||||
| 22060 |
Enables LLMs to interact with Outline wiki for document management, search, and…
|
C 67 4⁄4 | ||||||||
| 22061 |
An extension-based MCP server that enables AI assistants to control your browse…
|
C 67 3⁄3 | ||||||||
| 22062 |
rust-mcp-sdk
Claim
A high-performance, asynchronous toolkit for building MCP servers and clients i…
|
C 67 4⁄3 | ||||||||
| 22063 |
MCP server for CPFHub.io. Query Brazilian CPF data directly from AI agents.
|
C 67 3⁄3 | ||||||||
| 22064 |
Enables trading and portfolio management through the Alpaca API, allowing users…
|
C 67 4⁄4 | ||||||||
| 22065 |
Enables AI models to interact with BookStack wiki instances through a comprehen…
|
C 67 4⁄4 | ||||||||
| 22066 |
mockd
Claim
Multi-protocol API mock server with 18 MCP tools. Mock HTTP, GraphQL, gRPC, Web…
|
C 67 4⁄3 | ||||||||
| 22067 |
An MCP server that empowers AI assistants to build, validate, and manage n8n wo…
|
C 67 4⁄4 | ||||||||
| 22068 |
A plug-and-play MCP server that enables AI assistants to browse, search, and re…
|
C 67 4⁄4 | ||||||||
| 22069 |
A Model Context Protocol server that enables LLMs to interact with Git reposito…
|
C 67 4⁄4 | ||||||||
| 22070 |
A Model Context Protocol server that wraps multiple backend servers for token-e…
|
C 67 4⁄4 | ||||||||
| 22071 |
MCP server for Tebra/Kareo practice management — patients, billing, scheduling,…
|
C 67 3⁄3 | ||||||||
| 22072 |
A Model Context Protocol server that integrates LLMs with Frontapp's customer c…
|
C 67 4⁄4 | ||||||||
| 22073 |
openecon-data
Claim
Give your AI agent accurate economic data. 330K indicators from FRED, World Ban…
|
C 67 3⁄3 | ||||||||
| 22074 |
AI-native orchestration layer with 80+ tools for task management, code editing,…
|
C 67 4⁄4 | ||||||||
| 22075 |
Provides 84 specialized tools for comprehensive Google Workspace automation inc…
|
C 67 4⁄4 | ||||||||
| 22076 |
Enables LLMs to capture screenshots and screen recordings through MCP with chun…
|
C 67 3⁄3 | ||||||||
| 22077 |
A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistant…
|
C 67 3⁄3 | ||||||||
| 22078 |
A production-ready Model Context Protocol server that enables AI assistants and…
|
C 67 4⁄4 | ||||||||
| 22079 |
Screenshot API for MCP clients. Capture any URL as PNG with mockup mode support.
|
C 67 3⁄3 | ||||||||
| 22080 |
Lets you control Meta apps (Facebook, Instagram, Threads) using your Chrome log…
|
C 67 3⁄3 | ||||||||
| 22081 |
Model Context Protocol Benchmark Runner
|
C 67 4⁄3 | ||||||||
| 22082 |
Enables LLMs to manage Apifox API projects, including listing, creating, updati…
|
C 67 4⁄3 | ||||||||
| 22083 |
Adapting xemantic-ai-tool-schema to Model Context Protocol kotlin-sdk Tool input
|
C 67 3⁄3 | ||||||||
| 22084 |
Persistent shared memory for AI coding agents. Stores facts as `entity/key/valu…
|
C 67 3⁄3 | ||||||||
| 22085 |
ObsidianMCPServer
Claim
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
C 67 3⁄3 | ||||||||
| 22086 |
MCP server for Outline knowledge base implemented on Rust as one statically lin…
|
C 67 4⁄4 | ||||||||
| 22087 |
calhacks
Claim
|
C 67 3⁄3 | ||||||||
| 22088 |
A minimal server that exposes Playwright browser automation capabilities throug…
|
C 67 4⁄3 | ||||||||
| 22089 |
MCP server for Google Flights: search, price tracking, cabin comparison, emissi…
|
C 67 3⁄3 | ||||||||
| 22090 |
claude-fidelity-mcp
Claim
Enables interaction with Fidelity Investments brokerage accounts using Playwrig…
|
C 67 3⁄3 | ||||||||
| 22091 |
Provides real-time US power grid intelligence and carbon intensity data to enab…
|
C 67 4⁄4 | ||||||||
| 22092 |
Enables AI assistants to interact with Figma designs programmatically, supporti…
|
C 67 4⁄4 | ||||||||
| 22093 |
Intelligent AI routing and integration platform for seamless provider switching
|
C 67 4⁄3 | ||||||||
| 22094 |
Enables AI assistants to interact with Rockfish's machine learning platform thr…
|
C 67 4⁄4 | ||||||||
| 22095 |
Enables control and interaction with Commodore 64 Ultimate Computer devices thr…
|
C 67 4⁄4 | ||||||||
| 22096 |
A persistent memory server for AI agents that stores structured notes in a loca…
|
C 66 4⁄3 | ||||||||
| 22097 |
Yaver
Claim
P2P dev-machine MCP for phone-driven coding agents: hot reload, builds, deploys.
|
C 66 3⁄3 | ||||||||
| 22098 |
An MCP server that enables seamless management of Novita AI platform resources,…
|
C 66 4⁄4 | ||||||||
| 22099 |
Enables semantic search across indexed documents using vector embeddings. Index…
|
C 66 4⁄3 | ||||||||
| 22100 |
Multi-agent billing and cost allocation tracking
|
C 66 3⁄3 | ||||||||