MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 3 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20601 |
MCP Telegram
Claim
Telegram MTProto-based MCP server with 19 tools for reading, searching, sending…
|
B 74 3⁄3 | ||||||||
| 20602 |
Simulate M/M/1, M/M/c, and manufacturing (MPS) systems to forecast wait times, …
|
B 74 3⁄3 | ||||||||
| 20603 |
On-device AI agent engine for mobile apps — embedded Node.js worker with Claude…
|
B 74 4⁄3 | ||||||||
| 20604 |
IBM i MCP Server
Claim
Enables AI assistants to interact with IBM i systems through SQL tools and auth…
|
B 74 4⁄4 | ||||||||
| 20605 |
A Model Context Protocol server that enables interaction with Borrow Automated …
|
B 74 4⁄4 | ||||||||
| 20606 |
A bridge between AI assistants and the Paradex perpetual futures trading platfo…
|
B 74 4⁄4 | ||||||||
| 20607 |
Official Microsoft Playwright MCP server, enabling LLMs to interact with web pa…
|
B 74 4⁄3 | ||||||||
| 20608 |
Enables AI assistants to interact with Mealie for recipe management, meal plann…
|
B 74 4⁄4 | ||||||||
| 20609 |
KiCAD-MCP-Server
|
B 74 4⁄3 | ||||||||
| 20610 |
Commercial real estate deal search, comp lookup, and scoring for the Northeast …
|
B 74 3⁄3 | ||||||||
| 20611 |
MCP server for the Hetzner Cloud API. Manage servers, networks, volumes, firewa…
|
B 74 4⁄3 | ||||||||
| 20612 |
Enables management of ASUS routers running Asuswrt-Merlin firmware via SSH/SCP.…
|
B 74 4⁄3 | ||||||||
| 20613 |
MCP server for SAP ABAP systems
|
B 74 3⁄3 | ||||||||
| 20614 |
About
MCP server for image conversion, resizing, and merging — runs locally, no…
|
B 74 3⁄3 | ||||||||
| 20615 |
A Model Context Protocol server that integrates TAK Server with AI systems, pro…
|
B 74 4⁄4 | ||||||||
| 20616 |
Azure DevOps Boards work items over MCP (stdio). Requires Bun, org, project, an…
|
B 74 3⁄3 | ||||||||
| 20617 |
dotbot
Claim
Structured, auditable AI-assisted development for teams. Zero-dependency MCP se…
|
B 74 3⁄3 | ||||||||
| 20618 |
A Python MCP server that calculates French income tax using the official DGFiP …
|
B 74 3⁄3 | ||||||||
| 20619 |
Enables Claude and other MCP clients to manage Instapaper accounts by reading, …
|
B 74 4⁄4 | ||||||||
| 20620 |
Enable AI-assisted development with integrated workflow automation, Python host…
|
B 74 4⁄3 | ||||||||
| 20621 |
MCP server for UI5 Web Components for React - Developer documentation and API a…
|
B 74 3⁄3 | ||||||||
| 20622 |
calibre-mcp
Claim
Enables searching, reading, and managing a Calibre ebook library through natura…
|
B 74 3⁄3 | ||||||||
| 20623 |
MCP server that execute applescript giving you full control of your Mac
|
B 74 4⁄3 | ||||||||
| 20624 |
Self-hosted personal knowledge graph running on Cloudflare, connecting to Claud…
|
B 74 3⁄3 | ||||||||
| 20625 |
Model Context Protocol (MCP) server for Microsoft Dynamics 365 Business Central…
|
B 74 4⁄3 | ||||||||
| 20626 |
A Snowflake MCP server — SQL queries, schema exploration, and data insights for…
|
B 74 3⁄3 | ||||||||
| 20627 |
Enables interaction with Twitter through a Model Context Protocol, allowing lar…
|
B 74 4⁄4 | ||||||||
| 20628 |
|
B 74 4⁄3 | ||||||||
| 20629 |
An AI-native management hub that enables users to control WordPress, WooCommerc…
|
B 74 4⁄4 | ||||||||
| 20630 |
A TypeScript MCP server for financial data aggregation that connects AI assista…
|
B 74 3⁄3 | ||||||||
| 20631 |
|
B 74 3⁄3 | ||||||||
| 20632 |
MCP server that dispatches physical-world tasks to humans through a unified API
|
B 74 3⁄3 | ||||||||
| 20633 |
AI-powered exploratory QA agent. Explores web apps like a real user — 18 MCP to…
|
B 74 3⁄3 | ||||||||
| 20634 |
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo p…
|
B 74 4⁄3 | ||||||||
| 20635 |
A production-ready template for creating Model Context Protocol servers with Ty…
|
B 74 4⁄3 | ||||||||
| 20636 |
Local-first persistent memory layer for AI agents. Provides hybrid search (FTS5…
|
B 74 3⁄3 | ||||||||
| 20637 |
MCP server for Trello boards with rate limiting, type safety, and comprehensive…
|
B 74 4⁄3 | ||||||||
| 20638 |
mcp-servers-for-revit
Claim
🔥💧🤖 Sparx fork of the mcp-servers-for-revit/revit-mcp project
|
B 74 4⁄3 | ||||||||
| 20639 |
AI Video Clipping MCP Server
|
B 74 3⁄3 | ||||||||
| 20640 |
A Model Context Protocol (MCP) server that provides a local-first RAG engine fo…
|
B 74 3⁄3 | ||||||||
| 20641 |
Personal finance calculators — mortgage payments, compound interest, FIRE retir…
|
B 74 3⁄3 | ||||||||
| 20642 |
Search federal government contract opportunities from SAM.gov via Claude
|
B 74 3⁄3 | ||||||||
| 20643 |
Gives Claude Desktop read-only access to your WhatsApp chats and message histor…
|
B 74 3⁄3 | ||||||||
| 20644 |
Tells you how you and your Claude agent actually work together. Local-only, no …
|
B 74 3⁄3 | ||||||||
| 20645 |
An MCP server that enables AI assistants to directly run, inspect, modify, and …
|
B 74 3⁄3 | ||||||||
| 20646 |
A bridge server that converts stdio protocol to streamable-http protocol, allow…
|
B 74 4⁄4 | ||||||||
| 20647 |
Enables AI clients to seamlessly take HubSpot actions and interact with HubSpot…
|
B 74 4⁄4 | ||||||||
| 20648 |
Enables interaction with the Edgee API for managing organizations, projects, do…
|
B 74 4⁄4 | ||||||||
| 20649 |
AlgoVoi crypto payment gateway MCP. Create hosted checkout links, verify on-cha…
|
B 74 3⁄3 | ||||||||
| 20650 |
mcp-server-kintone
Claim
Allows you to explore and manipulate kintone data using AI tools such as Claude…
|
B 74 4⁄3 | ||||||||