MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 18201 |
MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants
|
A 86 4⁄3 | ||||||||
| 18202 |
Provides comprehensive access to Open-Meteo APIs for weather forecasts, histori…
|
A 86 4⁄4 | ||||||||
| 18203 |
GitLab MCP Server with progressive disclosure - 2 meta-tools, 90% token reducti…
|
A 85 4⁄3 | ||||||||
| 18204 |
🐍🏠 - An MCP server for connecting to any OpenTelemetry backend (Datadog, Grafan…
|
B 84 4⁄3 | ||||||||
| 18205 |
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker
|
B 84 4⁄3 | ||||||||
| 18206 |
productboard-mcp
Claim
A complete Model Context Protocol (MCP) server that provides comprehensive inte…
|
B 84 4⁄3 | ||||||||
| 18207 |
A Model Context Protocol (MCP) server for programmatic diagram generation using…
|
B 84 4⁄3 | ||||||||
| 18208 |
pforge
Claim
Zero-boilerplate MCP server framework with declarative YAML configuration
|
B 84 4⁄3 | ||||||||
| 18209 |
Recon indexes your codebase into a knowledge graph and exposes it via 14 MCP to…
|
B 84 3⁄3 | ||||||||
| 18210 |
Swiss accounting integration for Bexio. 310 tools for invoices, contacts, proje…
|
B 84 4⁄3 | ||||||||
| 18211 |
Complete Swiss accounting integration for Bexio via MCP. Works with Claude Desk…
|
B 84 4⁄3 | ||||||||
| 18212 |
Enterprise PostgreSQL MCP server with 63 tools, 10 resources, 10 prompts for AI…
|
B 84 4⁄3 | ||||||||
| 18213 |
Cipher is an opensource memory layer specifically designed for coding agents. C…
|
B 84 4⁄3 | ||||||||
| 18214 |
Enables mobile device automation for Android (via ADB) and iOS Simulator (via s…
|
B 84 3⁄3 | ||||||||
| 18215 |
Provides native integration with Apple Reminders and Calendar on macOS, enablin…
|
B 84 4⁄3 | ||||||||
| 18216 |
Slim OPNsense MCP Server — 62 tools for managing firewall infrastructure via th…
|
B 84 4⁄4 | ||||||||
| 18217 |
AI tech lead for coding agents with validation and impact analysis
|
B 84 4⁄3 | ||||||||
| 18218 |
Connect AI assistants to Odoo ERP systems for business data access, record mana…
|
B 83 4⁄4 | ||||||||
| 18219 |
AI assistant integration for n8n workflow automation through Model Context Prot…
|
B 83 4⁄3 | ||||||||
| 18220 |
Enables AI assistants to interact with Alibaba Cloud Yunxiao DevOps platform fo…
|
B 83 4⁄4 | ||||||||
| 18221 |
Enables interaction with WordPress Gravity Forms through natural language, allo…
|
B 83 4⁄4 | ||||||||
| 18222 |
rust-mcp-schema
Claim
A type-safe implementation of the official Model Context Protocol (MCP) schema …
|
B 83 4⁄3 | ||||||||
| 18223 |
a mcp server to manage github project's functionality
|
B 83 4⁄3 | ||||||||
| 18224 |
MCP server for managing Coalesce Transform workspaces, nodes, pipelines, and ru…
|
B 83 3⁄3 | ||||||||
| 18225 |
Comprehensive Git MCP server enabling native git tools including clone, commit,…
|
B 83 4⁄3 | ||||||||
| 18226 |
LacyLights MCP Server
Claim
Provides AI-powered theatrical lighting design capabilities for the LacyLights …
|
B 83 4⁄4 | ||||||||
| 18227 |
Read and edit HTML/Markdown tables in GitBook-synced documents via MCP tools.
|
B 83 3⁄3 | ||||||||
| 18228 |
Interact with Opik prompts, traces, datasets and metrics through the Model Cont…
|
B 83 4⁄3 | ||||||||
| 18229 |
Secure MCP server for WordPress content management
|
B 83 4⁄3 | ||||||||
| 18230 |
Fabric-Analytics-MCP
Claim
A Model Context Protocol (MCP) server that enables AI assistants to securely ac…
|
B 83 4⁄3 | ||||||||
| 18231 |
Enables AI assistants to query and inspect IBM DB2 for i databases using read-o…
|
B 83 4⁄4 | ||||||||
| 18232 |
Analyze listening patterns, create custom playlists, discover missing albums, d…
|
B 83 4⁄4 | ||||||||
| 18233 |
A comprehensive all-in-one MCP server with 172 tools across 21 categories inclu…
|
B 83 4⁄3 | ||||||||
| 18234 |
Web search, direct-URL fetch, crawl, and docs export MCP. smartfetch for URLs.
|
B 83 3⁄3 | ||||||||
| 18235 |
|
B 83 4⁄3 | ||||||||
| 18236 |
Connect AI agents to CrowdStrike Falcon for automated security analysis and thr…
|
B 83 4⁄4 | ||||||||
| 18237 |
Operating System for your personal AI Agents with Security-first approach. Mult…
|
B 82 4⁄3 | ||||||||
| 18238 |
India-first MCP server for NSE/BSE, fundamentals, analytics, and market researc…
|
B 82 3⁄3 | ||||||||
| 18239 |
Canny MCP Server for Canny API integration with AI Assistants. Features Jira li…
|
B 82 4⁄3 | ||||||||
| 18240 |
🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits wit…
|
B 82 4⁄3 | ||||||||
| 18241 |
clickup-mcp-server
Claim
|
B 82 4⁄3 | ||||||||
| 18242 |
An enhanced fork of the official MCP memory server that enables persistent know…
|
B 82 4⁄3 | ||||||||
| 18243 |
🚀 Active Fork of executeautomation/mcp-playwright
This repository is an activel…
|
B 82 4⁄3 | ||||||||
| 18244 |
Enables AI assistants to interact with QuickFile UK accounting software, provid…
|
B 82 4⁄4 | ||||||||
| 18245 |
MCP server with WebdriverIO for browser and mobile app automation (iOS/Android …
|
B 82 4⁄3 | ||||||||
| 18246 |
Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL L…
|
B 82 4⁄3 | ||||||||
| 18247 |
Provides comprehensive Discord bot automation with 71 tools for messaging, chan…
|
B 82 4⁄4 | ||||||||
| 18248 |
Track accounts, transactions, and budgets from Monarch Money. Filter recent act…
|
B 82 4⁄4 | ||||||||
| 18249 |
Enables comprehensive Microsoft Dataverse schema management through the Dataver…
|
B 82 4⁄4 | ||||||||
| 18250 |
cURL MCP Server
Claim
Enables LLMs to make HTTP requests using structured cURL commands with support …
|
B 82 4⁄4 | ||||||||