MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 25401 |
AI trading assistant for Bybit cryptocurrency exchange that analyzes markets in…
|
F 25 4⁄4 | ||||||||
| 25402 |
An MCP server to communicate with the App Store Connect API for iOS Developers
|
F 25 4⁄3 | ||||||||
| 25403 |
An MCP server that lets Claude Code consult stronger AI models (o3, Gemini 2.5 …
|
F 25 4⁄4 | ||||||||
| 25404 |
A template MCP server created with xmcp that provides a structured framework fo…
|
F 25 4⁄3 | ||||||||
| 25405 |
An MCP server that bridges AI agents with GUI automation capabilities, allowing…
|
F 25 4⁄3 | ||||||||
| 25406 |
MCP proxy & AI automation platform with a human approval layer
|
F 25 4⁄3 | ||||||||
| 25407 |
MCP server for MikroTik routers: firewall, NAT, routing, DHCP, DNS, WireGuard a…
|
F 25 4⁄3 | ||||||||
| 25408 |
Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction …
|
F 25 4⁄4 | ||||||||
| 25409 |
Connect AI agents to Signal Found's proprietary Reddit outreach network. Find p…
|
F 25 4⁄3 | ||||||||
| 25410 |
Unified search MCP, proxy console, and skill for Tavily, Firecrawl, and Social …
|
F 25 4⁄3 | ||||||||
| 25411 |
Bridges Claude Code to CNCjs to enable remote control and monitoring of GRBL-ba…
|
F 25 4⁄3 | ||||||||
| 25412 |
mcpwall is a deterministic security proxy for MCP tool calls — iptables for MCP…
|
F 25 4⁄3 | ||||||||
| 25413 |
Connects MCP clients to TunnelHub to monitor automations, inspect executions, a…
|
F 25 4⁄3 | ||||||||
| 25414 |
Local memory engine for AI agents with knowledge graphs, forgetting, and semant…
|
F 25 4⁄3 | ||||||||
| 25415 |
Provides OpenAPI validation and analysis tools to assist developers in building…
|
F 25 4⁄4 | ||||||||
| 25416 |
Nocodb database integration, read and write capabilities
|
F 25 4⁄4 | ||||||||
| 25417 |
Exposes Playwright-powered automation tools to AI assistants for navigating web…
|
F 25 4⁄3 | ||||||||
| 25418 |
An MCP server for searching and downloading royalty-free stock photography from…
|
F 25 4⁄4 | ||||||||
| 25419 |
Enables AI assistants to interact with Home Assistant to control smart home dev…
|
F 25 4⁄4 | ||||||||
| 25420 |
An open-source Model Context Protocol application management platform that allo…
|
F 25 4⁄3 | ||||||||
| 25421 |
Enables AI models to perform comprehensive Git repository management including …
|
F 25 4⁄4 | ||||||||
| 25422 |
An automation tool for macOS that uses AppleScript and JXA to manage Discord se…
|
F 25 4⁄3 | ||||||||
| 25423 |
Enables LLMs to interact with DataForSEO and other SEO APIs through natural lan…
|
F 25 4⁄4 | ||||||||
| 25424 |
The only MCP server you need: let your LLM generate and safely execute JavaScri…
|
F 25 4⁄3 | ||||||||
| 25425 |
The unified web layer for AI agents. Search (8 engines), stealth browse, auth, …
|
F 25 4⁄3 | ||||||||
| 25426 |
|
F 25 4⁄3 | ||||||||
| 25427 |
Security proxy that wraps any MCP server with bidirectional scanning for creden…
|
F 25 4⁄3 | ||||||||
| 25428 |
A stateful gateway server for AI applications that solves the memory limitation…
|
F 25 4⁄4 | ||||||||
| 25429 |
Integrates GitLab merge request analysis with Confluence documentation, allowin…
|
F 25 4⁄4 | ||||||||
| 25430 |
MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wall…
|
F 25 4⁄4 | ||||||||
| 25431 |
|
F 25 4⁄3 | ||||||||
| 25432 |
OSINT intelligence MCP server for AI agents — 37 tools, 12 sources. Shodan, Vir…
|
F 25 4⁄4 | ||||||||
| 25433 |
Manage your Anki collection with AnkiConnect & MCP
|
F 25 4⁄3 | ||||||||
| 25434 |
Enables natural language task management with Todoist, supporting tasks, projec…
|
F 25 4⁄4 | ||||||||
| 25435 |
Enables browser automation and web scraping with multi-session management, supp…
|
F 25 4⁄3 | ||||||||
| 25436 |
An MCP server that enables natural language interaction with Google's Discovery…
|
F 25 4⁄4 | ||||||||
| 25437 |
Better App Store Connect
|
F 25 4⁄3 | ||||||||
| 25438 |
Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. OpenAI GPT-5, Deeps…
|
F 25 4⁄3 | ||||||||
| 25439 |
Enables external tool registration and execution through WebSocket-based commun…
|
F 25 4⁄4 | ||||||||
| 25440 |
A Multi-Agent Conversation Protocol Server for the GitHub API, auto-generated u…
|
F 25 4⁄4 | ||||||||
| 25441 |
Enables secure access to BigQuery datasets with intelligent query result cachin…
|
F 25 4⁄4 | ||||||||
| 25442 |
Provides access to Outscraper's data extraction services for business intellige…
|
F 25 4⁄4 | ||||||||
| 25443 |
Non-custodial Solana swap & limit order engine for AI agents.
|
F 25 4⁄3 | ||||||||
| 25444 |
An MCP server that uses Groq's API to expose raw chain-of-thought tokens from Q…
|
F 25 4⁄4 | ||||||||
| 25445 |
An experimental multimodal AI data infrastructure that allows users to manage t…
|
F 25 4⁄3 | ||||||||
| 25446 |
Connects your TestDino testrun/testcase data to AI agents so you can review run…
|
F 25 4⁄4 | ||||||||
| 25447 |
A server that provides MCPB package functionality for Nowledge Mem
|
F 25 4⁄3 | ||||||||
| 25448 |
An MCP server that enables AI-assisted mobile security testing by exposing Frid…
|
F 25 4⁄3 | ||||||||
| 25449 |
The immune system for AI coding agents
|
F 25 4⁄3 | ||||||||
| 25450 |
Enables bidirectional synchronization between IDEs and Figma for Design System …
|
F 25 4⁄4 | ||||||||