MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3551 |
Provides GitHub data analysis for repositories, developers, and organizations, …
|
B 76 5⁄5 | ||||||||
| 3552 |
Enables simulation and analysis of M/M/1 and M/M/c queuing systems using SimPy,…
|
B 76 5⁄5 | ||||||||
| 3553 |
MCP server providing task specific agentic instructions. No more outdated Markd…
|
B 76 5⁄5 | ||||||||
| 3554 |
Smart Search MCP is an intelligent search toolkit focused on the technology fie…
|
B 76 6⁄4 | ||||||||
| 3555 |
Enables users to access and manage Savri analytics data, including visitor stat…
|
B 76 5⁄5 | ||||||||
| 3556 |
Claude Usage MCP Server
Claim
Fetches and tracks Claude.ai usage data including session and weekly limits wit…
|
B 76 5⁄4 | ||||||||
| 3557 |
An MCP server that integrates with the Tweek API to manage calendars, tasks, an…
|
B 76 5⁄5 | ||||||||
| 3558 |
A simple MCP server that enables AI assistants to perform domain research inclu…
|
B 76 5⁄5 | ||||||||
| 3559 |
Cloud Tasks MCP Server
Claim
Enables interactions with Google Cloud Tasks queues and tasks through natural l…
|
B 76 5⁄5 | ||||||||
| 3560 |
Omise MCP Server
Claim
Enables comprehensive payment processing through Omise APIs including charges, …
|
B 76 5⁄5 | ||||||||
| 3561 |
arbor
Claim
The Graph-Native Intelligence Layer for Code.
|
B 76 5⁄4 | ||||||||
| 3562 |
Enables AI assistants to interact with kintone data by providing comprehensive …
|
B 76 5⁄5 | ||||||||
| 3563 |
A centralized automation hub that provides a unified interface for AI agents to…
|
B 76 5⁄5 | ||||||||
| 3564 |
Doc Agent
Claim
Enables extraction of structured data from documents like invoices, receipts, a…
|
B 76 5⁄5 | ||||||||
| 3565 |
An MCP server implementation that enables AI assistants to interact with Listmo…
|
B 76 5⁄5 | ||||||||
| 3566 |
|
B 76 5⁄4 | ||||||||
| 3567 |
Enables AI assistants to fetch, search, and organize menu information from For …
|
B 76 5⁄5 | ||||||||
| 3568 |
An MCP server for Android's Tasker automation app.
|
B 76 5⁄4 | ||||||||
| 3569 |
Enables AI assistants to interact with Emlog blog systems through a standardize…
|
B 76 5⁄5 | ||||||||
| 3570 |
Enables comprehensive Windows system management through Claude Desktop, includi…
|
B 76 5⁄5 | ||||||||
| 3571 |
Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime
…
|
B 76 5⁄4 | ||||||||
| 3572 |
Run SQL queries with AWS Athena to access data available from AWS Glue catalog.
|
B 76 5⁄5 | ||||||||
| 3573 |
Enables LLMs to search, analyze, and summarize academic research papers in real…
|
B 76 5⁄5 | ||||||||
| 3574 |
Analyze test coverage from LCOV files - makes AI agents coverage-aware without …
|
B 76 5⁄5 | ||||||||
| 3575 |
Enable AI assistants to fully interact with Cisco Webex messaging by sending me…
|
B 76 5⁄5 | ||||||||
| 3576 |
A comprehensive Model Context Protocol server that integrates with the Scryfall…
|
B 76 5⁄5 | ||||||||
| 3577 |
Enables interaction with Jenkins to manage jobs, trigger builds with parameters…
|
B 76 5⁄5 | ||||||||
| 3578 |
MCP Server that integrates various Vonage APIs as MCP tools, to make it easier …
|
B 76 5⁄5 | ||||||||
| 3579 |
Enables text-to-image generation, image editing, and multi-image composition us…
|
B 76 5⁄5 | ||||||||
| 3580 |
A server that provides access to Google Search Console data through the Model C…
|
B 76 5⁄5 | ||||||||
| 3581 |
Enables real-time tracking of AI task starts and completions with integrated we…
|
B 76 5⁄5 | ||||||||
| 3582 |
MCP server that integrates with Gmail to enable sending, reading, and managing …
|
B 76 5⁄5 | ||||||||
| 3583 |
|
B 76 5⁄4 | ||||||||
| 3584 |
A Model Context Protocol server that enables Claude Desktop and other MCP-compa…
|
B 76 5⁄5 | ||||||||
| 3585 |
A Model Context Protocol server implementation that enables AI assistants to in…
|
B 76 5⁄4 | ||||||||
| 3586 |
Enables MCP clients to securely manage Microsoft SharePoint resources like docu…
|
B 76 5⁄5 | ||||||||
| 3587 |
Capacities MCP Server
Claim
Provides seamless integration with Capacities knowledge management system, allo…
|
B 76 5⁄5 | ||||||||
| 3588 |
MCP Email Server
Claim
A comprehensive MCP server for unified email management that supports both Gmai…
|
B 76 5⁄4 | ||||||||
| 3589 |
Enables AI assistants to perform real-time Google searches with anti-bot protec…
|
B 76 5⁄5 | ||||||||
| 3590 |
Enables interaction with HashiCorp Vault to read, write, list, and delete secre…
|
B 76 5⁄5 | ||||||||
| 3591 |
FastAPI MCP Server
Claim
Wraps a FastAPI application as an MCP server, enabling user and task management…
|
B 76 5⁄4 | ||||||||
| 3592 |
Converts documents, webpages, and media files into markdown for AI assistants u…
|
B 76 5⁄5 | ||||||||
| 3593 |
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React…
|
B 76 5⁄4 | ||||||||
| 3594 |
Provides access to satellite tracking data from N2YO, allowing users to query s…
|
B 76 5⁄5 | ||||||||
| 3595 |
Enables task and project management in TickTick through natural conversation, s…
|
B 76 5⁄5 | ||||||||
| 3596 |
A Model Context Protocol (MCP) server that automates generating LinkedIn post d…
|
B 76 5⁄5 | ||||||||
| 3597 |
Lokka ia an MCP server for the Microsoft Graph API and can be used to query and…
|
B 76 5⁄5 | ||||||||
| 3598 |
Enables AI assistants to interact with Google's Jules coding agent API for auto…
|
B 76 5⁄5 | ||||||||
| 3599 |
A command-line interface server that provides unrestricted system access to Win…
|
B 76 5⁄4 | ||||||||
| 3600 |
A Model Context Protocol (MCP) server that provides intelligent access to Power…
|
B 76 5⁄5 | ||||||||