MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 2 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20551 |
Enables AI assistants to interact with Mealie for recipe management, meal plann…
|
B 74 4⁄4 | ||||||||
| 20552 |
mcp-server-kintone
Claim
Allows you to explore and manipulate kintone data using AI tools such as Claude…
|
B 74 4⁄3 | ||||||||
| 20553 |
A Snowflake MCP server — SQL queries, schema exploration, and data insights for…
|
B 74 3⁄3 | ||||||||
| 20554 |
Manage your Hevy workouts, routines, folders, and exercise templates. Create an…
|
B 74 4⁄4 | ||||||||
| 20555 |
dev-kit-mcp-server
|
B 74 4⁄3 | ||||||||
| 20556 |
MCP server for validating and generating SOUL.md agent identity files from Clau…
|
B 74 3⁄3 | ||||||||
| 20557 |
A bridge between AI assistants and the Paradex perpetual futures trading platfo…
|
B 74 4⁄4 | ||||||||
| 20558 |
MCP server for the Hetzner Cloud API. Manage servers, networks, volumes, firewa…
|
B 74 4⁄3 | ||||||||
| 20559 |
Enable AI-assisted development with integrated workflow automation, Python host…
|
B 74 4⁄3 | ||||||||
| 20560 |
AI-powered exploratory QA agent. Explores web apps like a real user — 18 MCP to…
|
B 74 3⁄3 | ||||||||
| 20561 |
Python wrapper for Veo 4 API by Google DeepMind — native 4K AI video with integ…
|
B 74 3⁄3 | ||||||||
| 20562 |
SJTU MCP
Claim
Wraps the SJTU Zhiyuan No.1 API as a local MCP server, allowing direct use of S…
|
B 74 3⁄3 | ||||||||
| 20563 |
Azure DevOps Boards work items over MCP (stdio). Requires Bun, org, project, an…
|
B 74 3⁄3 | ||||||||
| 20564 |
MCP server that execute applescript giving you full control of your Mac
|
B 74 4⁄3 | ||||||||
| 20565 |
Model Context Protocol (MCP) server for Microsoft Dynamics 365 Business Central…
|
B 74 4⁄3 | ||||||||
| 20566 |
Web scraper and token compressor that converts HTML to clean markdown with 70-8…
|
B 74 3⁄3 | ||||||||
| 20567 |
bifrost
Claim
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load bala…
|
B 74 4⁄3 | ||||||||
| 20568 |
Enables interaction with Twitter through a Model Context Protocol, allowing lar…
|
B 74 4⁄4 | ||||||||
| 20569 |
About
MCP server for image conversion, resizing, and merging — runs locally, no…
|
B 74 3⁄3 | ||||||||
| 20570 |
MCP server for UI5 Web Components for React - Developer documentation and API a…
|
B 74 3⁄3 | ||||||||
| 20571 |
An AI-native management hub that enables users to control WordPress, WooCommerc…
|
B 74 4⁄4 | ||||||||
| 20572 |
A local MCP server that provides LLM clients with read/write access to email an…
|
B 74 3⁄3 | ||||||||
| 20573 |
Query Polymarket prediction markets via The Graph — 20 tools, 8 subgraphs
|
B 74 4⁄3 | ||||||||
| 20574 |
Policy-enforcing MCP proxy that blocks dangerous tool calls before they execute…
|
B 74 3⁄3 | ||||||||
| 20575 |
95 MCP tools for iOS — build, test, simulate, automate UI, capture, and diagnos…
|
B 74 3⁄3 | ||||||||
| 20576 |
PayPal
Claim
The PayPal Model Context Protocol server allows you to integrate with PayPal AP…
|
B 74 4⁄4 | ||||||||
| 20577 |
First MCP server for M-PESA (Safaricom Daraja API) — STK push, B2C payments, ba…
|
B 74 3⁄3 | ||||||||
| 20578 |
Hybrid semantic + keyword memory across all your projects. Works with Cursor, C…
|
B 74 3⁄3 | ||||||||
| 20579 |
On-device AI agent engine for mobile apps — embedded Node.js worker with Claude…
|
B 74 4⁄3 | ||||||||
| 20580 |
AlgoVoi crypto payment gateway MCP. Create hosted checkout links, verify on-cha…
|
B 74 3⁄3 | ||||||||
| 20581 |
A bridge server that converts stdio protocol to streamable-http protocol, allow…
|
B 74 4⁄4 | ||||||||
| 20582 |
Debug and analyze Nanostores apps with AI: scan stores, monitor runtime events,…
|
B 74 3⁄3 | ||||||||
| 20583 |
Reddit reader for LLMs — full comment trees, 94% fewer tokens, one binary
|
B 74 3⁄3 | ||||||||
| 20584 |
MCP server that dispatches physical-world tasks to humans through a unified API
|
B 74 3⁄3 | ||||||||
| 20585 |
An MCP server that enables collaboration between Claude Code and Z.ai's GLM mod…
|
B 74 4⁄3 | ||||||||
| 20586 |
Commercial real estate deal search, comp lookup, and scoring for the Northeast …
|
B 74 3⁄3 | ||||||||
| 20587 |
Tells you how you and your Claude agent actually work together. Local-only, no …
|
B 74 3⁄3 | ||||||||
| 20588 |
Official Microsoft Playwright MCP server, enabling LLMs to interact with web pa…
|
B 74 4⁄3 | ||||||||
| 20589 |
Enables management of ASUS routers running Asuswrt-Merlin firmware via SSH/SCP.…
|
B 74 4⁄3 | ||||||||
| 20590 |
A Python MCP server that calculates French income tax using the official DGFiP …
|
B 74 3⁄3 | ||||||||
| 20591 |
AI Video Clipping MCP Server
|
B 74 3⁄3 | ||||||||
| 20592 |
SFMC AMPscript/SSJS/GTL tools + searchable help for 7 MC products (Engagement, …
|
B 74 3⁄3 | ||||||||
| 20593 |
Full-coverage MCP server for Umami Analytics API v2 — 66 tools for websites, st…
|
B 74 3⁄3 | ||||||||
| 20594 |
A minimal MCP server demo written without the MCP Python SDK that demonstrates …
|
B 74 3⁄3 | ||||||||
| 20595 |
Enables interaction with the BoldSign e-signature platform through its API. Sup…
|
B 74 4⁄4 | ||||||||
| 20596 |
Utility-first MCP server that extends Claude Code with file-maintenance capabil…
|
B 74 3⁄3 | ||||||||
| 20597 |
Enables AI clients to seamlessly take HubSpot actions and interact with HubSpot…
|
B 74 4⁄4 | ||||||||
| 20598 |
Clip videos into captioned shorts, add captions & schedule posts — from Claude,…
|
B 74 3⁄3 | ||||||||
| 20599 |
|
B 74 3⁄3 | ||||||||
| 20600 |
MCP server for SAP ABAP systems
|
B 74 3⁄3 | ||||||||