MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 2 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21251 |
Provides an interface to access and manage JIRA data through the Model Context …
|
B 71 4⁄4 | ||||||||
| 21252 |
MCP server for Interswitch APIs: payments, transfers, Verve cards, airtime, and…
|
B 71 3⁄3 | ||||||||
| 21253 |
A local-first persistent memory server that provides AI agents with determinist…
|
B 71 4⁄3 | ||||||||
| 21254 |
vscode-notebook-mcp
Claim
Exposes VSCode Jupyter notebooks to MCP-compatible AI agents, enabling them to …
|
B 71 3⁄3 | ||||||||
| 21255 |
MCP server for the Dynadot domain registrar API — 60 tools for domain search, r…
|
B 71 3⁄3 | ||||||||
| 21256 |
An MCP server that enables AI coding agents to control FMOD Studio for audio im…
|
B 71 3⁄3 | ||||||||
| 21257 |
A starter project for rapidly developing Model Context Protocol servers using T…
|
B 71 3⁄3 | ||||||||
| 21258 |
Rust MCP server for binary analysis and reverse engineering.
|
B 71 3⁄3 | ||||||||
| 21259 |
Enables AI assistants to manage Warteg Online meal delivery subscriptions throu…
|
B 71 4⁄3 | ||||||||
| 21260 |
Network diagnostics — ping, traceroute, DNS lookup, port scanning, and connecti…
|
B 71 3⁄3 | ||||||||
| 21261 |
Mautic MCP Server
Claim
Enables comprehensive integration with Mautic marketing automation platform, pr…
|
B 71 4⁄4 | ||||||||
| 21262 |
An MCP server for KG Financial's payment services integration, enabling AI codi…
|
B 71 3⁄3 | ||||||||
| 21263 |
Unity MCP Server
Claim
Enables AI assistants to interact with Unity Editor projects through 68+ tools …
|
B 71 4⁄3 | ||||||||
| 21264 |
A starter project for rapidly developing Model Context Protocol (MCP) servers u…
|
B 71 3⁄3 | ||||||||
| 21265 |
A Python-based Model Context Protocol server that provides 87 tools for compreh…
|
B 71 4⁄4 | ||||||||
| 21266 |
Code intelligence MCP server: impact analysis, dependency graphs, dead code det…
|
B 71 4⁄3 | ||||||||
| 21267 |
longbridge/openapi
Claim
LongPort OpenAPI provides real-time stock market data, provides AI access analy…
|
B 71 3⁄3 | ||||||||
| 21268 |
docx-mcp
Claim
Read and edit Word (.docx) documents with track changes, comments, footnotes, a…
|
B 71 3⁄3 | ||||||||
| 21269 |
mindsdb
Claim
Connect and unify data across various platforms and databases with [MindsDB as …
|
B 71 4⁄3 | ||||||||
| 21270 |
A self-evolving engineering playbook system that provides AI assistants with st…
|
B 71 4⁄4 | ||||||||
| 21271 |
|
B 71 3⁄3 | ||||||||
| 21272 |
Provides comprehensive tools for AI systems to manage ClickUp tasks, lists, fol…
|
B 71 4⁄4 | ||||||||
| 21273 |
Provides camera and vision tools for AI assistants to list available cameras, c…
|
B 71 4⁄3 | ||||||||
| 21274 |
Discord MCP Server
Claim
Provides 33 tools for managing Discord servers, including channel and role admi…
|
B 71 4⁄4 | ||||||||
| 21275 |
📇 🏠 A reliable MCP server for generating and managing screenshots, PDFs, and vi…
|
B 71 4⁄3 | ||||||||
| 21276 |
6 hydration calculators for LLMs: water intake, dehydration, pregnancy, CKD, at…
|
B 70 3⁄3 | ||||||||
| 21277 |
|
B 70 3⁄3 | ||||||||
| 21278 |
serial-mcp-server
Claim
A comprehensive MCP server for serial port communication
|
B 70 4⁄3 | ||||||||
| 21279 |
Local Chrome via CDP with profile-snapshot isolation and shared-broker multi-cl…
|
B 70 3⁄3 | ||||||||
| 21280 |
being-mcp-server
Claim
Personality Runtime for AI agents — persistent memory, personality, and relatio…
|
B 70 3⁄3 | ||||||||
| 21281 |
A high-speed MCP server that enables AI assistants like Claude to interact with…
|
B 70 4⁄4 | ||||||||
| 21282 |
A Python MCP server enabling programmatic interaction with Aseprite for pixel a…
|
B 70 4⁄3 | ||||||||
| 21283 |
Find broken links, missing meta tags, and redirect chains on any website.
|
B 70 3⁄3 | ||||||||
| 21284 |
Identifies LEGO parts, sets, and minifigures from local image files using the B…
|
B 70 3⁄3 | ||||||||
| 21285 |
ControlKeel
Claim
Governed MCP workflows with policy validation, findings tracking, and review ga…
|
B 70 3⁄3 | ||||||||
| 21286 |
Enables full Proton Mail management through the Model Context Protocol by conne…
|
B 70 3⁄3 | ||||||||
| 21287 |
MCP server for macOS Reminders.app — list and reminder management via AppleScri…
|
B 70 3⁄3 | ||||||||
| 21288 |
Barcode lookup, nutrition search, and product comparison for 3M+ crowd-sourced …
|
B 70 3⁄3 | ||||||||
| 21289 |
AI-driven live debugger with MCP bridge for Python, JS, TS, Rust, Java, C/C++
|
B 70 4⁄3 | ||||||||
| 21290 |
Connects Claude to Clio practice management, enabling AI-assisted access to mat…
|
B 70 3⁄3 | ||||||||
| 21291 |
Enables searching, retrieving metadata, and downloading YouTube videos or audio…
|
B 70 4⁄3 | ||||||||
| 21292 |
MCP server for New Caledonia open data (data.gouv.nc)
|
B 70 3⁄3 | ||||||||
| 21293 |
The world’s first open-source MCP monetization platform, to quickly create and …
|
B 70 4⁄3 | ||||||||
| 21294 |
Connects Claude Code to a persistent OpenClaw daemon for 24/7 automation of cro…
|
B 70 3⁄3 | ||||||||
| 21295 |
Read, send, search & manage Instagram DMs through AI assistants. 15 tools, cook…
|
B 70 3⁄3 | ||||||||
| 21296 |
Enables comprehensive TestRail test management integration with support for pro…
|
B 70 4⁄4 | ||||||||
| 21297 |
A flexible proxy server that aggregates multiple backend MCP servers into a sin…
|
B 70 4⁄4 | ||||||||
| 21298 |
Provides comprehensive development tools for Magic-API including documentation …
|
B 70 4⁄4 | ||||||||
| 21299 |
Assess your business's AI automation readiness across 20 industries. Get a pers…
|
B 70 3⁄3 | ||||||||
| 21300 |
GXtract is a MCP server designed to integrate with VS Code and other compatible…
|
B 70 4⁄4 | ||||||||