MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6451 |
Trace MCP
Claim
Detects schema mismatches between data producers and consumers through static a…
|
B 72 5⁄5 | ||||||||
| 6452 |
A Cloudflare Workers-based MCP server that enables AI tools without requiring a…
|
B 72 5⁄5 | ||||||||
| 6453 |
Self-evolving MCP server that generates and improves its own tools at runtime. …
|
B 72 5⁄4 | ||||||||
| 6454 |
Provides natural language access to IPL cricket match data, allowing users to q…
|
B 72 5⁄4 | ||||||||
| 6455 |
A Model Context Protocol (MCP) server that generates Excel templates conforming…
|
B 72 5⁄5 | ||||||||
| 6456 |
Enables users to query and retrieve the current Beijing time in multiple format…
|
B 72 5⁄5 | ||||||||
| 6457 |
A Model Context Protocol (MCP) server for Bluesky that can post on your behalf …
|
B 72 5⁄4 | ||||||||
| 6458 |
Free MCP web search server with 5 engines (DuckDuckGo, Bing, Google SerpAPI, Ta…
|
B 72 5⁄5 | ||||||||
| 6459 |
GIMP MCP server
|
B 72 5⁄4 | ||||||||
| 6460 |
A PostgreSQL MCP server that enables querying and managing multiple databases t…
|
B 72 5⁄5 | ||||||||
| 6461 |
An MCP server that allows Claude AI to perform filesystem operations including …
|
B 72 5⁄4 | ||||||||
| 6462 |
Sovereign Agent OS — persistent memory, governance, and audit trails for AI age…
|
B 72 5⁄4 | ||||||||
| 6463 |
Enables users to manage and control their Plex media library through natural la…
|
B 72 5⁄5 | ||||||||
| 6464 |
A Model Context Protocol server that provides persistent memory and conversatio…
|
B 72 5⁄4 | ||||||||
| 6465 |
Provides AI agents with native access to the Frontrun API to track venture capi…
|
B 72 5⁄5 | ||||||||
| 6466 |
MCP server that provides programmatic access to the Israeli Central Bureau of S…
|
B 72 5⁄5 | ||||||||
| 6467 |
Enables interaction with AWS Fault Injection Service to create, manage, and exe…
|
B 72 5⁄5 | ||||||||
| 6468 |
Enables AI agents to perform semantic code search across entire codebases using…
|
B 72 5⁄4 | ||||||||
| 6469 |
Extracts text, image links, and structural content from public Axure share page…
|
B 72 5⁄5 | ||||||||
| 6470 |
Provides AI models with direct access to documentation for over 600 technologie…
|
B 72 5⁄5 | ||||||||
| 6471 |
Provides safe shell command execution capabilities for AI agents and tools like…
|
B 72 5⁄5 | ||||||||
| 6472 |
MCP server for Altegio API — appointments, clients, services, staff schedules f…
|
B 72 5⁄5 | ||||||||
| 6473 |
Enables systematic document organization with PDF-to-Markdown conversion, intel…
|
B 72 5⁄4 | ||||||||
| 6474 |
Enables collecting contextual user input through a dedicated Electron window in…
|
B 72 5⁄5 | ||||||||
| 6475 |
Provides reference information for shadcn/ui components through a Model Context…
|
B 72 5⁄5 | ||||||||
| 6476 |
An MCP server that scrapes and transcribes podcast episodes from YouTube or RSS…
|
B 72 5⁄4 | ||||||||
| 6477 |
Provides access to the Covertlabs infostealer intelligence platform to search f…
|
B 72 5⁄5 | ||||||||
| 6478 |
Provides full access to Hookmark on macOS, enabling users to create and manage …
|
B 72 5⁄4 | ||||||||
| 6479 |
Cognitive architecture MCP server with memory, learning, and contextual underst…
|
B 72 5⁄5 | ||||||||
| 6480 |
Notion Remote MCP Server
Claim
Enables secure interaction with Notion through a suite of tools for searching, …
|
B 72 5⁄5 | ||||||||
| 6481 |
An MCP server that provides both read-only and authenticated access to Reddit c…
|
B 72 5⁄5 | ||||||||
| 6482 |
An MCP server that enables running Postman collections using Newman, allowing L…
|
B 72 5⁄5 | ||||||||
| 6483 |
Provides basic utility tools including calculator for arithmetic operations, te…
|
B 72 5⁄4 | ||||||||
| 6484 |
Enables comprehensive Slack workspace automation and management through the Sla…
|
B 72 5⁄5 | ||||||||
| 6485 |
Dynamically exposes CLI/bash commands as MCP tools and creates structured AI pr…
|
B 72 5⁄5 | ||||||||
| 6486 |
An MCP server that provides seamless integration with the Neo N3 blockchain, al…
|
B 72 5⁄5 | ||||||||
| 6487 |
Enables interaction with Harry Potter API and GitHub Octodex API to retrieve ch…
|
B 72 5⁄5 | ||||||||
| 6488 |
Integrates with ElevenLabs text-to-speech API.
|
B 72 5⁄5 | ||||||||
| 6489 |
A TypeScript MCP server that allows querying documents using LLMs with context …
|
B 72 5⁄4 | ||||||||
| 6490 |
Provides comprehensive documentation, code examples, and implementation assista…
|
B 72 5⁄5 | ||||||||
| 6491 |
Allows Cursor AI to communicate with Figma for reading designs and modifying th…
|
B 72 5⁄5 | ||||||||
| 6492 |
Local codebase memory, auto-generated wiki, and interactive architecture dashbo…
|
B 72 5⁄4 | ||||||||
| 6493 |
Token-efficient semantic compression for numerical data. 95%+ token reduction.
|
B 72 5⁄4 | ||||||||
| 6494 |
Enables Docker container management directly through Claude using the Model Con…
|
B 72 5⁄5 | ||||||||
| 6495 |
An MCP server that fetches on-chain blockchain data via the Ankr API, allowing …
|
B 72 5⁄5 | ||||||||
| 6496 |
This server provides a robust interface for Binance spot trading operations, in…
|
B 72 5⁄5 | ||||||||
| 6497 |
A Meta-MCP Server that acts as a tool discovery service, helping AI assistants …
|
B 72 5⁄5 | ||||||||
| 6498 |
An MCP server that helps developers publish their MCP servers to the registry
|
B 72 5⁄5 | ||||||||
| 6499 |
An MCP server that provides programmatic access to the GNU Debugger (GDB), enab…
|
B 72 5⁄5 | ||||||||
| 6500 |
A server for managing and summarizing notes using a custom URI scheme, with too…
|
B 72 5⁄4 | ||||||||