MCP Server Quality Scores
Independent quality analysis of 48680 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22201 |
Enables deep research into cryptocurrency tokens by gathering data from multipl…
|
C 66 4⁄4 | ||||||||
| 22202 |
An MCP server for managing MCP server registries with health checks, duplicate …
|
C 66 3⁄3 | ||||||||
| 22203 |
Runtime quality validation for AI agent outputs. Detect hallucinations, enforce…
|
C 66 3⁄3 | ||||||||
| 22204 |
Detects and prevents infinite agent loops via circuit breakers, pattern detecti…
|
C 66 3⁄3 | ||||||||
| 22205 |
Crypto market intelligence MCP — pay-per-tool-call in USDC on Base via the x402…
|
C 66 3⁄3 | ||||||||
| 22206 |
A Model Context Protocol server that allows language models to manage Hetzner C…
|
C 66 4⁄4 | ||||||||
| 22207 |
📇 🏠 Control Spotify playback and manage playlists.
|
C 66 4⁄3 | ||||||||
| 22208 |
JotForm API Server
Claim
Enables interaction with JotForm's API to manage forms, submissions, folders, r…
|
C 66 4⁄4 | ||||||||
| 22209 |
Provides intelligent code context management and semantic search capabilities f…
|
C 66 4⁄4 | ||||||||
| 22210 |
OpenAPI to MCP Server Code Generator
|
C 66 4⁄3 | ||||||||
| 22211 |
guardrly-mcp
Claim
Non-invasive AI Agent monitoring — audit every API call to Shopify, Meta Ads, a…
|
C 66 3⁄3 | ||||||||
| 22212 |
Enables AI assistants to control and interact with BetterTouchTool on macOS, al…
|
C 66 4⁄3 | ||||||||
| 22213 |
Enables reading, searching, and sending iMessages directly from MCP-compatible …
|
C 66 4⁄3 | ||||||||
| 22214 |
Provides AI agents with institutional-grade quantitative finance tools includin…
|
C 66 4⁄4 | ||||||||
| 22215 |
Exposes Django REST Framework API documentation via MCP for AI coding agents to…
|
C 66 4⁄3 | ||||||||
| 22216 |
Provides access to the eBird API 2.0 for retrieving bird observation data, chec…
|
C 66 4⁄4 | ||||||||
| 22217 |
F5 Distributed Cloud Terraform provider docs, 270+ OpenAPI specs, and subscript…
|
C 66 4⁄3 | ||||||||
| 22218 |
Enables CRUD operations, content management, and media handling for any Strapi …
|
C 66 4⁄4 | ||||||||
| 22219 |
Enables querying and analyzing non-reimbursable medical treatment costs in Sout…
|
C 66 4⁄4 | ||||||||
| 22220 |
Structured execution trace and span logging for AI agents
|
C 66 3⁄3 | ||||||||
| 22221 |
A Model Context Protocol server that provides comprehensive control over QuickB…
|
C 66 4⁄4 | ||||||||
| 22222 |
Transactional File System server for Model Context Protocol (MCP). Enterprise-g…
|
C 66 3⁄3 | ||||||||
| 22223 |
mcp-metaeditor
Claim
Connects MCP clients to MetaTrader 5 MetaEditor on Linux via Wine, enabling aut…
|
C 66 3⁄3 | ||||||||
| 22224 |
Provides 48 revenue intelligence tools that let AI assistants search deals, for…
|
C 66 3⁄3 | ||||||||
| 22225 |
Agent-to-agent communication bridge for multi-agent systems
|
C 66 3⁄3 | ||||||||
| 22226 |
WebDAV MCP
Claim
Zero-dependency WebDAV MCP server — single static binary, no Node.js or Python.…
|
C 66 3⁄3 | ||||||||
| 22227 |
A secure* runtime for autonomous AI agents. Policy from plain-English constitut…
|
C 66 4⁄3 | ||||||||
| 22228 |
Provides access to 50+ Amadeus Travel APIs for AI assistants to search and book…
|
C 66 4⁄4 | ||||||||
| 22229 |
Enables interaction with Smartsheet API to search, retrieve, create, update, an…
|
C 66 4⁄4 | ||||||||
| 22230 |
An MCP server that integrates with Stormware POHODA accounting software via the…
|
C 66 4⁄4 | ||||||||
| 22231 |
Twitter/X tools for AI agents — read timelines, post tweets, search, and engage
|
C 66 3⁄3 | ||||||||
| 22232 |
golf-scanner
Claim
Discover and audit MCP servers for security vulnerabilities across Claude Code,…
|
C 66 4⁄3 | ||||||||
| 22233 |
python-ai-kit
Claim
Python boilerplate for creating AI agents, MCP servers, API microservices and m…
|
C 66 4⁄3 | ||||||||
| 22234 |
Enables Claude Desktop to securely access Amazon WorkMail email and calendar fu…
|
C 66 3⁄3 | ||||||||
| 22235 |
flapi
Claim
API Framework heavily relying on the power of DuckDB and DuckDB extensions. Rea…
|
C 66 4⁄3 | ||||||||
| 22236 |
Enables interaction with VibeDoge lottery system through comprehensive tools fo…
|
C 66 4⁄4 | ||||||||
| 22237 |
GitHub Repos Manager MCP Server
|
C 66 4⁄4 | ||||||||
| 22238 |
Premium MCP server for Godot game engine with 84 tools for scene editing, scrip…
|
C 66 3⁄3 | ||||||||
| 22239 |
Enables AI models to interact with AWS Lambda functions via the MCP protocol, a…
|
C 66 4⁄4 | ||||||||
| 22240 |
Generates MCP servers from Postman API collections, automatically converting se…
|
C 66 4⁄4 | ||||||||
| 22241 |
Hard scope boundaries to prevent AI agent drift
|
C 66 3⁄3 | ||||||||
| 22242 |
A Model Context Protocol (MCP) server for the @visactor/vchart that enables AI …
|
C 66 4⁄4 | ||||||||
| 22243 |
MCP Cheat Engine Server — provides safe, structured read-only access to memory …
|
C 66 4⁄3 | ||||||||
| 22244 |
A comprehensive MCP server providing unified access to over 144 tools for lendi…
|
C 66 4⁄4 | ||||||||
| 22245 |
decipher-research-agent
Claim
Turn topics, links, and files into AI-generated research notebooks — summarize,…
|
C 66 4⁄3 | ||||||||
| 22246 |
A standalone agent runner that executes tasks using MCP (Model Context Protocol…
|
C 66 4⁄3 | ||||||||
| 22247 |
A comprehensive plugin that enables AI assistants to interact with the Cocos Cr…
|
C 66 4⁄3 | ||||||||
| 22248 |
Enables Claude to consult over 17 AI platforms and 800,000+ models to provide a…
|
C 66 4⁄4 | ||||||||
| 22249 |
Enables users to manage workflows, monitor executions, and perform administrati…
|
C 66 4⁄4 | ||||||||
| 22250 |
Enables AI agents to manage Linear issues, projects, teams, users, comments, an…
|
C 66 4⁄4 | ||||||||