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 | ||||||||||
| 3401 |
Enables Claude Desktop to download files from web URLs with automatic browser f…
|
B 76 5⁄4 | ||||||||
| 3402 |
Deploys and serves Haystack Pipelines and Agents as REST APIs and MCP tools, en…
|
B 76 5⁄5 | ||||||||
| 3403 |
Code Quality Auditor: Analyze code for SOLID principles, DRY violations, and mo…
|
B 76 5⁄4 | ||||||||
| 3404 |
Enables users to manage Kaspa wallets, check balances, and send KAS tokens dire…
|
B 76 5⁄4 | ||||||||
| 3405 |
MCP Platform
Claim
A reusable runtime infrastructure for hosting Model Context Protocol servers an…
|
B 76 5⁄5 | ||||||||
| 3406 |
18 trust tools for AI agents — verify, score, route, compare, and delegate with…
|
B 76 5⁄4 | ||||||||
| 3407 |
Read-only VMware vCenter/ESXi monitoring with 8 MCP tools. Code-level safety.
|
B 76 5⁄4 | ||||||||
| 3408 |
Enables AI assistants to interact with the Google Blogger API v3 to manage blog…
|
B 76 5⁄5 | ||||||||
| 3409 |
Enables read-only access to vehicle data via the unofficial Rivian GraphQL API,…
|
B 76 5⁄5 | ||||||||
| 3410 |
Provides real-time access to Go package documentation, function signatures, and…
|
B 76 5⁄5 | ||||||||
| 3411 |
A privacy-first macOS MCP server that enables AI agents to capture screenshots …
|
B 76 5⁄4 | ||||||||
| 3412 |
Enables AI assistants to access Ramp's developer documentation and API schemas …
|
B 76 5⁄4 | ||||||||
| 3413 |
An MCP server that enables users to interact with KFC's online ordering system …
|
B 76 5⁄4 | ||||||||
| 3414 |
Provides philosophical thinking frameworks and tools based on Stoic, cognitive,…
|
B 76 5⁄5 | ||||||||
| 3415 |
Enables the deployment and management of Laravel applications on Faber servers …
|
B 76 5⁄4 | ||||||||
| 3416 |
Polish National registry of businesses and other legal entities
|
B 76 5⁄4 | ||||||||
| 3417 |
A personal digital twin MCP server that manages professional context, including…
|
B 76 5⁄4 | ||||||||
| 3418 |
Allows the AI to read .ged files and genetic data
|
B 76 5⁄4 | ||||||||
| 3419 |
Provides a user-friendly setup wizard that guides users through connecting Clau…
|
B 76 5⁄5 | ||||||||
| 3420 |
Record MCP Server
Claim
Enables storing and managing dynamic review records with custom schemas for any…
|
B 76 5⁄5 | ||||||||
| 3421 |
Enables batch audio processing and optimization using FFmpeg with preset config…
|
B 76 5⁄4 | ||||||||
| 3422 |
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
|
B 76 5⁄4 | ||||||||
| 3423 |
Enables AI agents to solve Rubik's Cube puzzles through systematic manipulation…
|
B 76 5⁄4 | ||||||||
| 3424 |
An implementation project of a JVM-based MCP (Model Context Protocol) server.
|
B 76 5⁄4 | ||||||||
| 3425 |
Enables programmatic management of Google Ads campaigns, allowing users to moni…
|
B 76 5⁄5 | ||||||||
| 3426 |
Automatically converts any OpenAPI specification into an MCP server, exposing a…
|
B 76 5⁄5 | ||||||||
| 3427 |
Enables AI assistants to communicate with serial port devices, supporting port …
|
B 76 5⁄4 | ||||||||
| 3428 |
A Model Context Protocol server that allows users to store, retrieve, update, a…
|
B 76 5⁄5 | ||||||||
| 3429 |
Provides access to comprehensive public health data from Yale's Population Heal…
|
B 76 5⁄5 | ||||||||
| 3430 |
A Model Context Protocol server providing vector database capabilities through …
|
B 76 5⁄4 | ||||||||
| 3431 |
Stores AI memories as Markdown files for visualization in Obsidian's graph view…
|
B 76 5⁄4 | ||||||||
| 3432 |
Provides AI assistants with full-text search access to your Obsidian vault, all…
|
B 76 5⁄4 | ||||||||
| 3433 |
Shipment tracking api and logistics management capabilities through the [TrackM…
|
B 76 5⁄4 | ||||||||
| 3434 |
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
|
B 76 5⁄5 | ||||||||
| 3435 |
Allow AI systems to read, send, archive, and manage emails via Gmail.
|
B 76 5⁄4 | ||||||||
| 3436 |
A sophisticated server that enables AI assistants to automatically analyze code…
|
B 76 5⁄5 | ||||||||
| 3437 |
Enables users to leverage a team of specialized AI agent personas like Business…
|
B 76 5⁄5 | ||||||||
| 3438 |
Generates AI-powered clarifying questions for user task requests using Claude, …
|
B 76 5⁄5 | ||||||||
| 3439 |
An MCP server implementation that integrates Claude with Salesforce, enabling n…
|
B 76 5⁄5 | ||||||||
| 3440 |
Sales Intelligence · B2B Lead Extraction
An MCP (Model Context Protocol) server…
|
B 76 5⁄5 | ||||||||
| 3441 |
Provides read-only access to Beehiiv newsletter analytics data including public…
|
B 76 5⁄5 | ||||||||
| 3442 |
Enables AI assistants to interact with DDEV local development environments by q…
|
B 76 5⁄4 | ||||||||
| 3443 |
Gemini Agent MCP Server
Claim
Provides a Model Context Protocol interface to the Gemini CLI, enabling AI agen…
|
B 76 5⁄4 | ||||||||
| 3444 |
Cortex MCP provides AI agents with long-term portfolio memory by transforming p…
|
B 76 5⁄5 | ||||||||
| 3445 |
simplemem
Claim
A simple memory tool for coding agents using DuckDB and VoyageAI.
|
B 76 5⁄5 | ||||||||
| 3446 |
Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j kn…
|
B 76 5⁄5 | ||||||||
| 3447 |
Access Chess.com player data, game records, and other public information throug…
|
B 76 5⁄5 | ||||||||
| 3448 |
coti-mcp
Claim
|
B 76 5⁄4 | ||||||||
| 3449 |
Enables access to Hong Kong government's official open data portal (DATA.GOV.HK…
|
B 76 5⁄5 | ||||||||
| 3450 |
Binspire MCP
Claim
Connects LLMs to the Binspire API to build autonomous AI-driven waste managemen…
|
B 76 5⁄5 | ||||||||