MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22401 |
Enables AI assistants to interact with Home Assistant to control smart home dev…
|
F 25 4⁄4 | ||||||||
| 22402 |
An AI-driven dynamic protocol fuzzer for the Model Context Protocol (MCP). Prov…
|
F 25 4⁄3 | ||||||||
| 22403 |
Scan MCP servers for potential threats & security findings.
|
F 25 4⁄3 | ||||||||
| 22404 |
Flag features directly from chat in your IDE with [Reflag](https://reflag.com).
|
F 25 4⁄4 | ||||||||
| 22405 |
Provides TypeScript and JavaScript code refactoring operations using ts-morph, …
|
F 25 4⁄3 | ||||||||
| 22406 |
A Model Context Protocol server plugin for SiYuan note-taking application that …
|
F 25 4⁄3 | ||||||||
| 22407 |
Turn any OpenAPI 3.x spec into callable MCP tools for Claude. No custom integra…
|
F 25 4⁄3 | ||||||||
| 22408 |
Provides standards documentation and validation tools for the Darwin platform, …
|
F 25 4⁄4 | ||||||||
| 22409 |
The only MCP server you need: let your LLM generate and safely execute JavaScri…
|
F 25 4⁄3 | ||||||||
| 22410 |
Unreal Engine MCP Server: Control UE5 with Claude & AI Agents. Supports Python …
|
F 25 4⁄3 | ||||||||
| 22411 |
Bitcoin-native MCP server for AI agents: BTC/STX wallets, DeFi yield, sBTC peg,…
|
F 25 4⁄3 | ||||||||
| 22412 |
Automated time series forecasting with model search, anomaly detection, and eve…
|
F 25 4⁄3 | ||||||||
| 22413 |
MCP server implementation for the UniFi network application
|
F 25 4⁄3 | ||||||||
| 22414 |
A comprehensive MCP server providing 24 tools for full Gmail management, includ…
|
F 25 4⁄4 | ||||||||
| 22415 |
Enables AI assistants to interact with Conta Azul Financial APIs to manage acco…
|
F 25 4⁄4 | ||||||||
| 22416 |
Enables integration with Tableau to query data, explore workbook content, and r…
|
F 25 4⁄4 | ||||||||
| 22417 |
Enables AI assistants to interact with the PEX Card External API to manage busi…
|
F 25 4⁄4 | ||||||||
| 22418 |
A collection of Model Context Protocol servers that enable Claude Desktop to pr…
|
F 25 4⁄4 | ||||||||
| 22419 |
A Model Context Protocol (MCP) server written in Go that empowers AI agents and…
|
F 25 4⁄4 | ||||||||
| 22420 |
Enables comprehensive interaction with IMAP email accounts through 38 tools for…
|
F 25 4⁄4 | ||||||||
| 22421 |
Enables AI assistants to interact with Feishu/Lark platform APIs for automation…
|
F 25 4⁄4 | ||||||||
| 22422 |
An MCP server that connects to the Teamwork API, providing a simplified interfa…
|
F 25 4⁄4 | ||||||||
| 22423 |
Markdown viewer for AI-assisted document review. Click any element to copy file…
|
F 25 4⁄3 | ||||||||
| 22424 |
A stateful gateway server for AI applications that solves the memory limitation…
|
F 25 4⁄4 | ||||||||
| 22425 |
Provides OpenAPI validation and analysis tools to assist developers in building…
|
F 25 4⁄4 | ||||||||
| 22426 |
Manage your emails effortlessly with 60+ tools for drafting, sending, retrievin…
|
F 25 4⁄4 | ||||||||
| 22427 |
Enables web scraping, crawling, and content extraction by integrating with the …
|
F 25 4⁄4 | ||||||||
| 22428 |
Enables bidirectional synchronization between IDEs and Figma for Design System …
|
F 25 4⁄4 | ||||||||
| 22429 |
An MCP server for searching and downloading royalty-free stock photography from…
|
F 25 4⁄4 | ||||||||
| 22430 |
A server based on Model Context Protocol (MCP), providing a standardized interf…
|
F 25 4⁄3 | ||||||||
| 22431 |
Enables Claude AI to directly interact with and control Blender for rapid, natu…
|
F 25 4⁄3 | ||||||||
| 22432 |
A Model Context Protocol server that enables Claude Code to generate high-quali…
|
F 25 4⁄3 | ||||||||
| 22433 |
Provides integration between Genkit and the Model Context Protocol (MCP).
|
F 25 4⁄4 | ||||||||
| 22434 |
Production-ready AI agent framework — semantic memory, multi-agent mesh, MCP se…
|
F 25 4⁄3 | ||||||||
| 22435 |
Enables LLMs to interact with DataForSEO and other SEO APIs through natural lan…
|
F 25 4⁄4 | ||||||||
| 22436 |
Enables AI assistants to interact with WhatsApp through the WAHA (WhatsApp HTTP…
|
F 25 4⁄4 | ||||||||
| 22437 |
Provides tools for querying onchain data across 12+ blockchain networks, includ…
|
F 25 4⁄4 | ||||||||
| 22438 |
A Multi-Agent Conversation Protocol Server for the GitHub API, auto-generated u…
|
F 25 4⁄4 | ||||||||
| 22439 |
Discord MCP Server est un pont entre votre intelligence artificielle et Discord…
|
F 25 4⁄4 | ||||||||
| 22440 |
Unified web layer for AI agents. Search across 8 engines, stealth browse with C…
|
F 25 4⁄3 | ||||||||
| 22441 |
A direct kernel debugger MCP server for Windows security research that connects…
|
F 25 4⁄3 | ||||||||
| 22442 |
A server that bridges AI models with Scrappey's web automation platform, allowi…
|
F 25 4⁄4 | ||||||||
| 22443 |
Free music streaming player with built-in MCP server for controlling everything…
|
F 25 4⁄3 | ||||||||
| 22444 |
A server that provides MCPB package functionality for Nowledge Mem
|
F 25 4⁄3 | ||||||||
| 22445 |
An enhanced MCP server for the Yuque knowledge base that provides advanced docu…
|
F 25 4⁄3 | ||||||||
| 22446 |
MCP server for cryptocurrency tipping through AI interfaces using x402 payment …
|
F 25 4⁄4 | ||||||||
| 22447 |
A security proxy and active firewall for the Model Context Protocol that protec…
|
F 25 4⁄3 | ||||||||
| 22448 |
Enables Claude and other MCP-compatible clients to access Scorecard's evaluatio…
|
F 25 4⁄4 | ||||||||
| 22449 |
Code Intelligence Engine — indexes your codebase and gives AI assistants deep u…
|
F 25 4⁄3 | ||||||||
| 22450 |
See what your AI agents can access. Scan MCP configs for exposed secrets, shado…
|
F 25 4⁄3 | ||||||||