MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 8 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3401 |
mcp-metricool
|
B 76 5⁄5 | ||||||||
| 3402 |
Provides intelligent manuscript analysis and writing assistance for markdown pr…
|
B 76 5⁄5 | ||||||||
| 3403 |
A TypeScript-based MCP server that implements a simple note-taking system using…
|
B 76 5⁄4 | ||||||||
| 3404 |
Enables AI assistants to access Ramp's developer documentation and API schemas …
|
B 76 5⁄4 | ||||||||
| 3405 |
MCP-openproject
Claim
MCP-openproject
|
B 76 6⁄6 | ||||||||
| 3406 |
Enables AI agents to create professional Slidev presentations and export them t…
|
B 76 5⁄4 | ||||||||
| 3407 |
MWAA MCP Server
Claim
Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) enviro…
|
B 76 5⁄5 | ||||||||
| 3408 |
Enables AI agents to save, search, and manage markdown-based research articles …
|
B 76 5⁄5 | ||||||||
| 3409 |
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
|
B 76 5⁄5 | ||||||||
| 3410 |
|
B 76 5⁄4 | ||||||||
| 3411 |
MCP server that gives AI agents the ability to discover, match with, and build …
|
B 76 5⁄4 | ||||||||
| 3412 |
Spec-driven development tool for AI coding assistants that generates specs, val…
|
B 76 5⁄4 | ||||||||
| 3413 |
AGS API
Claim
Stateless MCP server for AccelByte Gaming Services APIs with OpenAPI integration
|
B 76 5⁄5 | ||||||||
| 3414 |
SSH Model Context Protocol Server - Enable SSH functionality for AI models
|
B 76 5⁄4 | ||||||||
| 3415 |
Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j kn…
|
B 76 5⁄5 | ||||||||
| 3416 |
Enables AI assistants to perform real-time Google searches with anti-bot protec…
|
B 76 5⁄5 | ||||||||
| 3417 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
B 76 5⁄4 | ||||||||
| 3418 |
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
|
B 76 5⁄5 | ||||||||
| 3419 |
Concordium mcp-sever for interacting with the concordium chain
|
B 76 5⁄5 | ||||||||
| 3420 |
Enables LLMs to autonomously retrieve and explore web content by fetching pages…
|
B 76 5⁄5 | ||||||||
| 3421 |
Enables comprehensive interaction with Google Docs and Google Drive through AI …
|
B 76 5⁄4 | ||||||||
| 3422 |
Comprehensive MCP server for Google Maps APIs, enabling geocoding, place search…
|
B 76 5⁄5 | ||||||||
| 3423 |
A server that interfaces with the Mixpanel API, allowing users to query events …
|
B 76 5⁄5 | ||||||||
| 3424 |
Enables batch audio processing and optimization using FFmpeg with preset config…
|
B 76 5⁄4 | ||||||||
| 3425 |
Enables voice interaction with Claude Code through local speech-to-text (Whispe…
|
B 76 5⁄4 | ||||||||
| 3426 |
Zmanim MCP Server
Claim
MCP server providing Jewish prayer times (zmanim) calculations for any location…
|
B 76 5⁄4 | ||||||||
| 3427 |
A server implementation that enables AI assistants to interact with HubSpot CRM…
|
B 76 5⁄5 | ||||||||
| 3428 |
Icelandic legislation via MCP — full-text search across statutes and provisions
|
B 76 5⁄5 | ||||||||
| 3429 |
A Model Context Protocol server that enables AI applications to interact with D…
|
B 76 5⁄5 | ||||||||
| 3430 |
Interact seamlessly with issues and merge requests of your GitLab projects.
|
B 76 5⁄5 | ||||||||
| 3431 |
Enables the creation and execution of task-specific AI sub-agents defined in ma…
|
B 76 5⁄4 | ||||||||
| 3432 |
taskboard
Claim
Local project management with Kanban UI, CLI, and MCP server for AI assistants.…
|
B 76 5⁄4 | ||||||||
| 3433 |
[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py librar…
|
B 76 5⁄5 | ||||||||
| 3434 |
Manage secure enclaves (TEEs) with attestation, payments, and signing for AI ag…
|
B 76 5⁄5 | ||||||||
| 3435 |
Enables AI assistants to manage Gmail by reading unread emails with automatic c…
|
B 76 5⁄4 | ||||||||
| 3436 |
An MCP server implementation that integrates with Minimax API to provide AI-pow…
|
B 76 5⁄5 | ||||||||
| 3437 |
Cortex MCP provides AI agents with long-term portfolio memory by transforming p…
|
B 76 5⁄5 | ||||||||
| 3438 |
A Python implementation of the Model Context Protocol that enables applications…
|
B 76 5⁄5 | ||||||||
| 3439 |
arbor
Claim
The Graph-Native Intelligence Layer for Code.
|
B 76 5⁄4 | ||||||||
| 3440 |
An MCP server that integrates with the Tweek API to manage calendars, tasks, an…
|
B 76 5⁄5 | ||||||||
| 3441 |
*Featured on Claude!* MCP server for accessing near real-time health data from …
|
B 76 5⁄5 | ||||||||
| 3442 |
Agent-native travel search. 5 second flights & hotels $50 cheaper. Free forever…
|
B 76 5⁄5 | ||||||||
| 3443 |
🎬 The FIRST MCP server for Kling AI video generation! Generate stunning AI vide…
|
B 76 5⁄5 | ||||||||
| 3444 |
prometheus_mcp_server
Claim
A Model Context Protocol (MCP) server enabling LLMs to query, analyze, and inte…
|
B 76 5⁄4 | ||||||||
| 3445 |
A simple MCP server built using FastMCP, TypeScript, ESLint, and Prettier.
|
B 76 5⁄5 | ||||||||
| 3446 |
Provides GitHub data analysis for repositories, developers, and organizations, …
|
B 76 5⁄5 | ||||||||
| 3447 |
Provides semantic editing tools for Markdown files, allowing structured manipul…
|
B 76 5⁄4 | ||||||||
| 3448 |
Enables LLMs like Claude to query the official Spanish BOE API for consolidated…
|
B 76 5⁄5 | ||||||||
| 3449 |
Provides a set of read-only Kubernetes functions via an MCP server, enabling in…
|
B 76 5⁄5 | ||||||||
| 3450 |
Beeper MCP Server
Claim
Provides read-only access to local Beeper message history on macOS, enabling us…
|
B 76 5⁄4 | ||||||||