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 | ||||||||||
| 3301 |
Enables AI assistants to communicate with serial port devices, supporting port …
|
B 76 5⁄4 | ||||||||
| 3302 |
Provides AI assistants with full-text search access to your Obsidian vault, all…
|
B 76 5⁄4 | ||||||||
| 3303 |
Enables analysis of RTL waveform files (VCD, FST) through WAL (Waveform Analysi…
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B 76 5⁄5 | ||||||||
| 3304 |
A comprehensive server that enables interaction with PocketBase databases throu…
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B 76 5⁄5 | ||||||||
| 3305 |
JSON, YAML, TOML, INI config tools for AI agents
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B 76 4⁄4 | ||||||||
| 3306 |
Execute, debug, and visualize RxJS streams directly from AI assistants like Cla…
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B 76 5⁄4 | ||||||||
| 3307 |
Provides access to Oura Ring health data including sleep, readiness, and resili…
|
B 76 5⁄5 | ||||||||
| 3308 |
mcp-calculator-server
Claim
|
B 76 5⁄4 | ||||||||
| 3309 |
SSH Model Context Protocol Server - Enable SSH functionality for AI models
|
B 76 5⁄4 | ||||||||
| 3310 |
An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted …
|
B 76 5⁄5 | ||||||||
| 3311 |
MCP server for read-only PostgreSQL database queries in Claude Desktop
|
B 76 5⁄4 | ||||||||
| 3312 |
Khan Academy MCP Server
Claim
Enables AI assistants to search, browse, and read Khan Academy's educational co…
|
B 76 5⁄5 | ||||||||
| 3313 |
Enables interaction with the PolyMarket API to fetch prediction market data suc…
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B 76 5⁄5 | ||||||||
| 3314 |
Microservice Connector Protocol server that exposes Grabba API functionalities …
|
B 76 6⁄6 | ||||||||
| 3315 |
18 trust tools for AI agents — verify, score, route, compare, and delegate with…
|
B 76 5⁄4 | ||||||||
| 3316 |
Read-only VMware vCenter/ESXi monitoring with 8 MCP tools. Code-level safety.
|
B 76 5⁄4 | ||||||||
| 3317 |
An MCP server that enables AI agents to interact with the iExec protocol for co…
|
B 76 5⁄4 | ||||||||
| 3318 |
Heimdall is a lightweight service to manage local MCP Servers and can be instal…
|
B 76 5⁄4 | ||||||||
| 3319 |
Enables MCP clients to securely manage Microsoft SharePoint resources like docu…
|
B 76 5⁄5 | ||||||||
| 3320 |
Enables AI assistants to access Ramp's developer documentation and API schemas …
|
B 76 5⁄4 | ||||||||
| 3321 |
Provides a user-friendly setup wizard that guides users through connecting Clau…
|
B 76 5⁄5 | ||||||||
| 3322 |
Record MCP Server
Claim
Enables storing and managing dynamic review records with custom schemas for any…
|
B 76 5⁄5 | ||||||||
| 3323 |
A read-only MCP server that provides visibility into Parallels Remote Applicati…
|
B 76 5⁄5 | ||||||||
| 3324 |
Provides Claude with direct access to databases including SQLite, SQL Server, P…
|
B 76 5⁄5 | ||||||||
| 3325 |
This MCP server allows users to create, manage, and serve web applications thro…
|
B 76 5⁄5 | ||||||||
| 3326 |
A sophisticated server that enables AI assistants to automatically analyze code…
|
B 76 5⁄5 | ||||||||
| 3327 |
RPG game engine that lets AI run tabletop sessions without hallucinating mechan…
|
B 76 5⁄5 | ||||||||
| 3328 |
Sales Intelligence · B2B Lead Extraction
An MCP (Model Context Protocol) server…
|
B 76 5⁄5 | ||||||||
| 3329 |
Enables the deployment and management of Laravel applications on Faber servers …
|
B 76 5⁄4 | ||||||||
| 3330 |
Stores AI memories as Markdown files for visualization in Obsidian's graph view…
|
B 76 5⁄4 | ||||||||
| 3331 |
Binspire MCP
Claim
Connects LLMs to the Binspire API to build autonomous AI-driven waste managemen…
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B 76 5⁄5 | ||||||||
| 3332 |
Generates AI-powered clarifying questions for user task requests using Claude, …
|
B 76 5⁄5 | ||||||||
| 3333 |
MCP Server for Tree-sitter
|
B 76 5⁄5 | ||||||||
| 3334 |
MCP server for Pyxel, a retro game engine for Python
|
B 76 5⁄5 | ||||||||
| 3335 |
An AI-powered companion that provides access to the RideWithGPS API, allowing y…
|
B 76 5⁄5 | ||||||||
| 3336 |
Provides AI assistants with visual feedback for responsive web design by captur…
|
B 76 5⁄4 | ||||||||
| 3337 |
An MCP server implementation that integrates Claude with Salesforce, enabling n…
|
B 76 5⁄5 | ||||||||
| 3338 |
Run queries and pull information about your TigerData Cloud's PostgreSQL databa…
|
B 76 5⁄4 | ||||||||
| 3339 |
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
|
B 76 5⁄5 | ||||||||
| 3340 |
Enables Claude Desktop to download files from web URLs with automatic browser f…
|
B 76 5⁄4 | ||||||||
| 3341 |
Connects Claude with the Intervals.icu API to retrieve fitness data including a…
|
B 76 5⁄5 | ||||||||
| 3342 |
MCP server for authoring, analyzing, debugging, and running Snowfakery recipes
|
B 76 5⁄5 | ||||||||
| 3343 |
A secure MCP (Model Context Protocol) file server providing AI assistants with …
|
B 76 5⁄4 | ||||||||
| 3344 |
Enables secure remote execution of Rails console commands over SSH for read-onl…
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B 76 5⁄5 | ||||||||
| 3345 |
Enables AI assistants to query and manage Traefik reverse proxy configurations,…
|
B 76 5⁄5 | ||||||||
| 3346 |
Connect any Open Data to any LLM with Model Context Protocol.
|
B 76 5⁄5 | ||||||||
| 3347 |
Provides intelligent manuscript analysis and writing assistance for markdown pr…
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B 76 5⁄5 | ||||||||
| 3348 |
A Model Context Protocol server that provides DeepL translation capabilities, a…
|
B 76 5⁄5 | ||||||||
| 3349 |
Provides a semantic search interface that enables discovery and routing across …
|
B 76 5⁄5 | ||||||||
| 3350 |
A MCP server that integrates with Stable Diffusion WebUI to provide text-to-ima…
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B 76 5⁄5 | ||||||||