MCP Server Quality Scores
Independent quality analysis of 48900 public MCP servers
Last updated 1 hour, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20001 |
formanator
Claim
Submit and manage Forma (https://joinforma.com) claims from the command line an…
|
B 78 3⁄3 | ||||||||
| 20002 |
Enables flight planning and aviation operations through intelligent airport res…
|
B 78 4⁄4 | ||||||||
| 20003 |
MCP server wrapping local Ollama models for offload from API-priced orchestrato…
|
B 78 3⁄3 | ||||||||
| 20004 |
ai generate tableau file
|
B 78 3⁄3 | ||||||||
| 20005 |
Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring …
|
B 78 4⁄3 | ||||||||
| 20006 |
MCP server for Google Sheets API integration with comprehensive reading, writin…
|
B 78 4⁄4 | ||||||||
| 20007 |
Context-Pods is a comprehensive development framework for creating, testing, an…
|
B 78 4⁄3 | ||||||||
| 20008 |
Provides native macOS computer control tools including mouse and keyboard simul…
|
B 78 3⁄3 | ||||||||
| 20009 |
Tages
Claim
Enables AI coding agents to maintain persistent, cross-session memory of codeba…
|
B 78 3⁄3 | ||||||||
| 20010 |
MCP server exposing cryptography library functionality
|
B 78 3⁄3 | ||||||||
| 20011 |
Integrates the Serpstat SEO API with the Model Context Protocol to provide AI a…
|
B 78 4⁄4 | ||||||||
| 20012 |
USDC payments for AI agents on Base. Direct transfers, pre-funded tabs, x402 pa…
|
B 78 3⁄3 | ||||||||
| 20013 |
Connects Claude Desktop to Garmin Connect, enabling natural language queries of…
|
B 78 4⁄4 | ||||||||
| 20014 |
A comprehensive Model Context Protocol server that provides AI agents with 44 t…
|
B 78 4⁄3 | ||||||||
| 20015 |
Agent-native product catalog API for Southeast Asia — search, compare prices, f…
|
B 78 3⁄3 | ||||||||
| 20016 |
Scan APIs for security vulnerabilities and get OWASP risk scores. Detects auth …
|
B 78 3⁄3 | ||||||||
| 20017 |
An MCP server and client for LLMs to interact with Unity Projects
|
B 78 3⁄3 | ||||||||
| 20018 |
First-party Provenote MCP server for drafts, research threads, auditable runs, …
|
B 78 3⁄3 | ||||||||
| 20019 |
Connect Redash to Claude — natural-language SQL with safety guards (blocks DROP…
|
B 78 3⁄3 | ||||||||
| 20020 |
Android/KMM MCP server: logcat, ADB device control, Compose previews, network, …
|
B 78 3⁄3 | ||||||||
| 20021 |
MCP server for Talos Linux — resources, services, logs, health, config, lifecyc…
|
B 78 3⁄3 | ||||||||
| 20022 |
Tool suite built around an MCP server for Android automation for developer work…
|
B 78 4⁄3 | ||||||||
| 20023 |
MCP server for Firecrawl — search, scrape, and interact with the web.
|
B 78 4⁄3 | ||||||||
| 20024 |
CCXT MCP Server bridges the gap between AI models and cryptocurrency trading by…
|
B 78 4⁄3 | ||||||||
| 20025 |
Enables comprehensive management of Microsoft Dataverse environments, including…
|
B 78 4⁄4 | ||||||||
| 20026 |
gnome-desktop-mcp
Claim
GNOME desktop automation for AI agents. 30 tools via D-Bus: screenshots, window…
|
B 78 3⁄3 | ||||||||
| 20027 |
float-mcp
Claim
A community MCP server for float.com.
|
B 78 4⁄4 | ||||||||
| 20028 |
Deploy any app to any cloud. 20 tools for deployments, previews, and management.
|
B 78 3⁄3 | ||||||||
| 20029 |
A Model Context Protocol server that enables AI assistants to manage Whop.com b…
|
B 78 3⁄3 | ||||||||
| 20030 |
Enables semantic search across multiple Qdrant vector database collections, sup…
|
B 78 4⁄4 | ||||||||
| 20031 |
DNS, IP info, SSL, WHOIS, ping for AI agents
|
B 78 3⁄3 | ||||||||
| 20032 |
Enables AI agents to directly create, read, edit, and save Excel (.xlsx) spread…
|
B 78 3⁄3 | ||||||||
| 20033 |
Analyzes application crash dumps and extracts debug symbols, transforming Windo…
|
B 78 4⁄4 | ||||||||
| 20034 |
Receipt-based verification for AI agent workflows — create, verify, and poll ep…
|
B 78 3⁄3 | ||||||||
| 20035 |
Product search, price comparison, and deal discovery for AI agents across Singa…
|
B 78 3⁄3 | ||||||||
| 20036 |
Official MCP server for IP geolocation, security, ASN, abuse, timezone, astrono…
|
B 78 4⁄3 | ||||||||
| 20037 |
Headless Eclipse MAT MCP server for Java heap dump analysis
|
B 78 3⁄3 | ||||||||
| 20038 |
Enables AI assistants to manage Todoist tasks, projects, sections, labels, and …
|
B 78 4⁄4 | ||||||||
| 20039 |
MCP server that exposes RS485 bus connectivity for reading and writing serial d…
|
B 78 3⁄3 | ||||||||
| 20040 |
AI-native task management system for Claude agents. Hierarchical tasks, depende…
|
B 78 4⁄3 | ||||||||
| 20041 |
GopherHole Agent Hub
Claim
Standards-based A2A hub. One MCP connection to thousands of agents, with shared…
|
B 78 3⁄3 | ||||||||
| 20042 |
MCP server for Godot 4.x with runtime control via injected UDP bridge: input si…
|
B 77 4⁄3 | ||||||||
| 20043 |
blitz
Claim
Give AI agents full control over iOS/macOS development via a native macOS app w…
|
B 77 3⁄3 | ||||||||
| 20044 |
Burn $ASH to mint on-chain NFTs on Ethereum. No browser. Two agent tool calls.
|
B 77 3⁄3 | ||||||||
| 20045 |
hoot
Claim
MCP Testing Tool — Like Postman, but for the Model Context Protocol.
|
B 77 4⁄3 | ||||||||
| 20046 |
ast-editor
Claim
A robust, language-agnostic Model Context Protocol (MCP) server that provides A…
|
B 77 3⁄3 | ||||||||
| 20047 |
Gemini-Imagen4
Claim
Generate high-quality images from text descriptions using Google's Imagen 4.0 m…
|
B 77 4⁄3 | ||||||||
| 20048 |
Local AES-256-GCM vault for AI agents. Secrets stay local, LLMs never see real …
|
B 77 3⁄3 | ||||||||
| 20049 |
Enables interaction with LaunchDarkly's feature flag platform through AI client…
|
B 77 4⁄4 | ||||||||
| 20050 |
High-performance MCP server for integrating ClickUp with AI applications, featu…
|
B 77 4⁄4 | ||||||||