MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 1 hour, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 25401 |
Unified search MCP, proxy console, and skill for Tavily, Firecrawl, and Social …
|
F 25 4⁄3 | ||||||||
| 25402 |
A direct kernel debugger MCP server for Windows security research that connects…
|
F 25 4⁄3 | ||||||||
| 25403 |
Implements a secure message communication protocol for handling exchanges betwe…
|
F 25 4⁄4 | ||||||||
| 25404 |
A tool that integrates with GitHub and Notion to analyze and review pull reques…
|
F 25 4⁄4 | ||||||||
| 25405 |
Provides access to Outscraper's data extraction services for business intellige…
|
F 25 4⁄4 | ||||||||
| 25406 |
A high-performance FastAPI server supporting Model Context Protocol (MCP) for s…
|
F 25 4⁄4 | ||||||||
| 25407 |
Offensive MCP server auditor — detects tool poisoning, credential leaks, RCE ve…
|
F 25 4⁄3 | ||||||||
| 25408 |
Enables web scraping, crawling, and content extraction by integrating with the …
|
F 25 4⁄4 | ||||||||
| 25409 |
An intentionally vulnerable case management system designed for security traini…
|
F 25 4⁄4 | ||||||||
| 25410 |
A comprehensive MCP server providing 35 tools for managing Telegram messages, m…
|
F 25 4⁄4 | ||||||||
| 25411 |
Bridges Ghidra's reverse engineering capabilities with AI tools through 179 spe…
|
F 25 4⁄3 | ||||||||
| 25412 |
|
F 25 4⁄3 | ||||||||
| 25413 |
A security proxy and active firewall for the Model Context Protocol that protec…
|
F 25 4⁄3 | ||||||||
| 25414 |
MCP server to interact with the Discogs API
|
F 25 4⁄4 | ||||||||
| 25415 |
A comprehensive MCP server that enables AI models to perform local file operati…
|
F 25 4⁄3 | ||||||||
| 25416 |
Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with …
|
F 25 4⁄4 | ||||||||
| 25417 |
Enables secure access to BigQuery datasets with intelligent query result cachin…
|
F 25 4⁄4 | ||||||||
| 25418 |
Manage your Anki collection with AnkiConnect & MCP
|
F 25 4⁄3 | ||||||||
| 25419 |
Local memory engine for AI agents with knowledge graphs, forgetting, and semant…
|
F 25 4⁄3 | ||||||||
| 25420 |
Enables AI-powered building, optimization, debugging, and management of n8n wor…
|
F 25 4⁄4 | ||||||||
| 25421 |
Control Fusion 360 with any AI through Model Context Protocol (MCP)
|
F 25 4⁄3 | ||||||||
| 25422 |
Official UProc Model Context Protocol server that enables AI assistants to refe…
|
F 25 4⁄4 | ||||||||
| 25423 |
Provides TypeScript and JavaScript code refactoring operations using ts-morph, …
|
F 25 4⁄3 | ||||||||
| 25424 |
Enables comprehensive benchmarking and performance monitoring of OpenShift clus…
|
F 25 4⁄4 | ||||||||
| 25425 |
A portable, Dockerized Python tool that implements Model Context Protocol for a…
|
F 25 4⁄3 | ||||||||
| 25426 |
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atl…
|
F 25 4⁄3 | ||||||||
| 25427 |
GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releas…
|
F 25 4⁄4 | ||||||||
| 25428 |
Automated time series forecasting with model search, anomaly detection, and eve…
|
F 25 4⁄3 | ||||||||
| 25429 |
Provides intelligent file system operations with advanced features including co…
|
F 25 4⁄4 | ||||||||
| 25430 |
MCP server implementation for the UniFi network application
|
F 25 4⁄3 | ||||||||
| 25431 |
Enables AI agents to programmatically generate, edit, and view Excalidraw diagr…
|
F 25 4⁄4 | ||||||||
| 25432 |
Agent Hub is an AI orchestration platform that transforms how developers and De…
|
F 25 4⁄3 | ||||||||
| 25433 |
A Modular Command-line Program for fetching and filtering NFL transaction data,…
|
F 25 4⁄3 | ||||||||
| 25434 |
Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction …
|
F 25 4⁄4 | ||||||||
| 25435 |
A collection of Model Context Protocol servers that enable Claude Desktop to pr…
|
F 25 4⁄4 | ||||||||
| 25436 |
Enables LLMs to interact with DataForSEO and other SEO APIs through natural lan…
|
F 25 4⁄4 | ||||||||
| 25437 |
Scan MCP servers for potential threats & security findings.
|
F 25 4⁄3 | ||||||||
| 25438 |
A web browser automation server that allows AI assistants to control Chrome wit…
|
F 25 4⁄3 | ||||||||
| 25439 |
A collection of tools for interacting with Jira via the Model Context Protocol,…
|
F 25 4⁄4 | ||||||||
| 25440 |
A comprehensive MCP server providing 24 tools for full Gmail management, includ…
|
F 25 4⁄4 | ||||||||
| 25441 |
Enables AI assistants to interact with WhatsApp through the WAHA (WhatsApp HTTP…
|
F 25 4⁄4 | ||||||||
| 25442 |
An auto-generated MCP server that interfaces with Google's Playable Locations A…
|
F 25 4⁄4 | ||||||||
| 25443 |
Self-hosted knowledge backend for AI agents with hybrid search and MCP tools
|
F 25 4⁄3 | ||||||||
| 25444 |
An MCP server that lets Claude Code consult stronger AI models (o3, Gemini 2.5 …
|
F 25 4⁄4 | ||||||||
| 25445 |
Provides integration between Genkit and the Model Context Protocol (MCP).
|
F 25 4⁄4 | ||||||||
| 25446 |
A Model Context Protocol server implementation that enables AI assistants to in…
|
F 25 4⁄4 | ||||||||
| 25447 |
Provides comprehensive access to Chinese bidding and tendering data, enabling u…
|
F 25 4⁄4 | ||||||||
| 25448 |
A Model Context Protocol server that enables LLMs to create, modify, and manipu…
|
F 25 4⁄4 | ||||||||
| 25449 |
Curated directory of x402 payment protocol resources, MCP servers, and tools fo…
|
F 25 4⁄4 | ||||||||
| 25450 |
A Model Context Protocol server for creating, updating, and querying semantic r…
|
F 25 4⁄4 | ||||||||