MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8401 |
A Model Context Protocol server that provides database interaction capabilities…
|
C 69 5⁄4 | ||||||||
| 8402 |
Enables interaction with ACOMO API through MCP tools and resources. Provides co…
|
C 69 5⁄5 | ||||||||
| 8403 |
freshrelease
Claim
|
C 69 5⁄4 | ||||||||
| 8404 |
Paperclip
Claim
The paperclip server enables searching and retrieving research papers from vari…
|
C 69 5⁄5 | ||||||||
| 8405 |
Transforms PDF collections into a searchable knowledge base using TF-IDF indexi…
|
C 69 5⁄4 | ||||||||
| 8406 |
A local document processing server that can index various document formats (PDF…
|
C 69 5⁄4 | ||||||||
| 8407 |
Provides a complete end-to-end MCP server implementation with file system tools…
|
C 69 5⁄5 | ||||||||
| 8408 |
An MCP server providing complete access to the RequestRepo toolset for managing…
|
C 69 5⁄5 | ||||||||
| 8409 |
An MCP server that enables interaction with Google Drive through the Google Clo…
|
C 69 6⁄6 | ||||||||
| 8410 |
A knowledge-graph-based memory system for AI agents that enables persistent inf…
|
C 69 5⁄4 | ||||||||
| 8411 |
An MCP server generated from an OpenAPI specification that exposes Petstore API…
|
C 69 5⁄5 | ||||||||
| 8412 |
USASpending MCP Server
Claim
Enables research of federal contract awards and competitive landscape analysis …
|
C 69 5⁄5 | ||||||||
| 8413 |
Enables intelligent KQL query execution against Azure Data Explorer clusters wi…
|
C 69 5⁄5 | ||||||||
| 8414 |
A Python-based MCP server that extracts football match data from multiple globa…
|
C 69 5⁄5 | ||||||||
| 8415 |
A Model Context Protocol (MCP) implementation for connecting to and working wit…
|
C 69 5⁄5 | ||||||||
| 8416 |
A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to c…
|
C 69 5⁄4 | ||||||||
| 8417 |
Provides LLM clients with safe, persistent SSH access to remote machines throug…
|
C 69 5⁄5 | ||||||||
| 8418 |
A server that implements the Model Completion Protocol (MCP) to allow LLMs to i…
|
C 69 5⁄5 | ||||||||
| 8419 |
Enables fetching and reading content from web URLs through a configurable proxy…
|
C 69 5⁄5 | ||||||||
| 8420 |
A custom Memory MCP Server that acts as a cache for Infrastructure-as-Code info…
|
C 69 5⁄5 | ||||||||
| 8421 |
A locally-run MCP server that enables downloading images, videos, and LivePhoto…
|
C 69 5⁄4 | ||||||||
| 8422 |
Enables AI assistants to interact with web browsers in real-time through Playwr…
|
C 69 5⁄5 | ||||||||
| 8423 |
Provides Windows system diagnostic capabilities to AI agents, allowing them to …
|
C 69 5⁄5 | ||||||||
| 8424 |
FastMCP server exposing Joplin notes, notebooks, tags, and imports.
|
C 69 5⁄4 | ||||||||
| 8425 |
A service discovery and proxy for MCP servers that enables registration, discov…
|
C 69 5⁄5 | ||||||||
| 8426 |
Enables users to connect and run Stack AI workflows directly through MCP-compat…
|
C 69 5⁄5 | ||||||||
| 8427 |
A Model Context Protocol (MCP) server for Relay Protocol — cross-chain bridge a…
|
C 69 5⁄5 | ||||||||
| 8428 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 69 5⁄5 | ||||||||
| 8429 |
Integrates with the skills.sh ecosystem to allow AI coding agents to discover, …
|
C 69 5⁄5 | ||||||||
| 8430 |
A Python-based server that provides access to Whissle API endpoints for speech-…
|
C 69 5⁄5 | ||||||||
| 8431 |
Joomla MCP Server
|
C 69 5⁄5 | ||||||||
| 8432 |
Aggregate personal data from Steam, YouTube, Bilibili, Spotify, Reddit and othe…
|
C 69 5⁄5 | ||||||||
| 8433 |
Provides B2B positioning and messaging tools based on the IMPACT Framework, ena…
|
C 69 5⁄4 | ||||||||
| 8434 |
MCP server that turns any website into an API by capturing or importing API end…
|
C 69 6⁄4 | ||||||||
| 8435 |
MCP server for FatSecret API - food search, nutrition, diary, recipes, weight t…
|
C 69 5⁄5 | ||||||||
| 8436 |
An MCP server that integrates Codex CLI into Claude Code workflows for code wri…
|
C 69 5⁄4 | ||||||||
| 8437 |
An MCP server providing semantic memory storage and retrieval using vector embe…
|
C 69 5⁄5 | ||||||||
| 8438 |
Enables interaction with ZenTao bug tracking system to search products, query a…
|
C 69 5⁄5 | ||||||||
| 8439 |
A Model Context Protocol server that enables management of Ghost blog content (…
|
C 69 5⁄5 | ||||||||
| 8440 |
awsome kali MCPServers is a set of MCP servers tailored for Kali Linux
|
C 69 5⁄4 | ||||||||
| 8441 |
An MCP server that exposes over 500 Kali Linux security tools to AI models for …
|
C 69 5⁄4 | ||||||||
| 8442 |
A Model Context Protocol server that enables AI assistants to manage Gmail thro…
|
C 69 5⁄5 | ||||||||
| 8443 |
A Model Context Protocol server that integrates with Zerodha APIs for automated…
|
C 69 5⁄5 | ||||||||
| 8444 |
Enables AI assistants to search, create, and manage Notion workspace content in…
|
C 69 5⁄5 | ||||||||
| 8445 |
A protocol server that enables programmatic interaction with Medium's content e…
|
C 69 5⁄5 | ||||||||
| 8446 |
Enables intelligent web searching using SearXNG with content crawling via Creep…
|
C 69 5⁄5 | ||||||||
| 8447 |
Provides comprehensive Redis database operations supporting all major data type…
|
C 69 5⁄5 | ||||||||
| 8448 |
A Model Context Protocol server implementation that enables LLMs to query and m…
|
C 69 5⁄5 | ||||||||
| 8449 |
MCP-K8sWizard
Claim
🤖 AI-powered Kubernetes management with 37+ tools via natural language. Transfo…
|
C 69 5⁄4 | ||||||||
| 8450 |
An MCP-compliant server that enables AI agents to perform accurate Pokémon batt…
|
C 69 5⁄5 | ||||||||