MCP Server Quality Scores
Independent quality analysis of 60196 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23451 |
An extensible MCP server that integrates Odoo with LLMs to enable querying and …
|
C 59 4⁄4 | ||||||||
| 23452 |
Analyzes mood from messages, provides curated Spotify playlists and motivationa…
|
C 59 4⁄4 | ||||||||
| 23453 |
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
|
C 59 4⁄3 | ||||||||
| 23454 |
Enables solving Constraint Satisfaction Problems (CSP) like N-Queens, graph col…
|
C 59 4⁄4 | ||||||||
| 23455 |
chat-mcp
Claim
A Desktop Chat App that leverages MCP(Model Context Protocol) to interface with…
|
C 59 4⁄3 | ||||||||
| 23456 |
|
C 59 3⁄3 | ||||||||
| 23457 |
A Model Context Protocol server that enables querying Bitcoin blockchain data, …
|
C 59 4⁄4 | ||||||||
| 23458 |
Integrates with KISTI's ScienceON, NTIS, and DataON APIs to search and retrieve…
|
C 59 4⁄3 | ||||||||
| 23459 |
MCP server for Africa API — access data on all 54 African countries through Cla…
|
C 59 3⁄3 | ||||||||
| 23460 |
An interactive Python code execution tool that allows users and LLMs to safely …
|
C 59 4⁄4 | ||||||||
| 23461 |
An AI agent built in n8n which can find and use Model Context Protocol (MCP) Se…
|
C 59 3⁄3 | ||||||||
| 23462 |
Provides cross-platform terminal access through MCP, enabling AI assistants to …
|
C 59 4⁄4 | ||||||||
| 23463 |
MCPDebugger
Claim
A MCP Debugger Server for Windows executables (x86 and x64). Exposes debugger f…
|
C 59 3⁄3 | ||||||||
| 23464 |
Local Lens
Claim
A 100% local development monitoring tool that captures browser console logs, ne…
|
C 59 4⁄3 | ||||||||
| 23465 |
Enables programmatic control of Ableton Live using natural language to manage s…
|
C 59 4⁄3 | ||||||||
| 23466 |
UniFi MCP Server
Claim
Provides AI assistants with access to UniFi Network and Protect infrastructure …
|
C 59 4⁄4 | ||||||||
| 23467 |
MCP server for Salesforge, Primeforge, Leadsforge, Infraforge, Warmforge, and M…
|
C 59 3⁄3 | ||||||||
| 23468 |
Enables AI agents to interact with Juspay's payment processing APIs and merchan…
|
C 59 4⁄4 | ||||||||
| 23469 |
Enables transforming AI-generated marketing copy into human-sounding, GEO-optim…
|
C 59 3⁄3 | ||||||||
| 23470 |
Enables AI assistants to search flights and hotels, access AI-powered price for…
|
C 59 4⁄4 | ||||||||
| 23471 |
A Model Context Protocol server that provides read-only access to Slack data in…
|
C 59 4⁄3 | ||||||||
| 23472 |
ai-forge-mcp
Claim
565 AI-callable tools across 16 MCP servers. Full-pipeline AAA game asset produ…
|
C 59 3⁄3 | ||||||||
| 23473 |
Desktop task manager with clean To Do-style UI and 25+ MCP tools for prioritiza…
|
C 59 4⁄3 | ||||||||
| 23474 |
A Model Context Protocol (MCP) server that exposes the Untappd API as tools for…
|
C 59 3⁄3 | ||||||||
| 23475 |
generator
Claim
CTX: a tool that solves the context management gap when working with LLMs like …
|
C 59 4⁄3 | ||||||||
| 23476 |
A Model Calling Protocol server that enables LLMs to perform rigorous Bayesian …
|
C 59 4⁄4 | ||||||||
| 23477 |
MCP server for consuming and managing Groups.io data via the Groups.io REST API
|
C 59 3⁄3 | ||||||||
| 23478 |
This is an auto-generated Model Context Protocol server that enables interactio…
|
C 59 4⁄3 | ||||||||
| 23479 |
Integrates with Yandex Market Partner API, providing search and execute tools f…
|
C 59 3⁄3 | ||||||||
| 23480 |
A simple MCP (Multimodal Conversational Plugin) server based on Joern that prov…
|
C 59 4⁄3 | ||||||||
| 23481 |
Model Context Protocol (MCP) server implementation for semantic search and memo…
|
C 59 4⁄4 | ||||||||
| 23482 |
A comprehensive Python MCP server with built-in knowledge base (SQLite + FTS5),…
|
C 59 4⁄4 | ||||||||
| 23483 |
MCP server for Kaspi.kz Shop API -- orders and products.
|
C 59 3⁄3 | ||||||||
| 23484 |
|
C 59 4⁄3 | ||||||||
| 23485 |
An MCP server that integrates with the Todoist REST API v2 to enable AI assista…
|
C 59 4⁄4 | ||||||||
| 23486 |
context-foundry
Claim
Recursive Claude spawning for autonomous project builds with self-healing test …
|
C 59 4⁄3 | ||||||||
| 23487 |
Provides AI assistants access to comprehensive financial data including real-ti…
|
C 59 4⁄4 | ||||||||
| 23488 |
Enterprise-grade MCP framework for building production-ready AI tools with data…
|
C 59 4⁄3 | ||||||||
| 23489 |
Context7 MCP Clone
Claim
Provides up-to-date, version-specific documentation and code examples for softw…
|
C 59 4⁄4 | ||||||||
| 23490 |
Unreal Engine MCP Bridge
Claim
A server that enables control of Unreal Engine 5.5+ using natural language comm…
|
C 59 4⁄3 | ||||||||
| 23491 |
UE5-MCP
Claim
MCP for Unreal Engine 5
|
C 59 3⁄3 | ||||||||
| 23492 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
C 59 4⁄4 | ||||||||
| 23493 |
MCP server for GitLab and GitHub
|
C 59 4⁄3 | ||||||||
| 23494 |
Provides comprehensive access to documentation for 600+ Kali Linux penetration …
|
C 59 4⁄3 | ||||||||
| 23495 |
MCP AI Server for Visual Studio. 20 Roslyn-powered tools giving AI assistants s…
|
C 59 3⁄3 | ||||||||
| 23496 |
MCP Server
Claim
A FastAPI-based implementation of the Model Context Protocol that enables stand…
|
C 59 4⁄4 | ||||||||
| 23497 |
MasterMCP
Claim
MasterMCP
|
C 59 4⁄3 | ||||||||
| 23498 |
Provides AI assistants with access to comprehensive financial data including re…
|
C 59 4⁄4 | ||||||||
| 23499 |
Enables AI-powered video editing in IDEs through a pipeline-driven workflow, in…
|
C 59 3⁄3 | ||||||||
| 23500 |
A command-line tool for managing MCP servers in Claude App, which can also act …
|
C 59 4⁄3 | ||||||||