MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 1 hour, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3601 |
Allows Claude Code to offload AI coding tasks to Aider, reducing costs and enab…
|
B 76 5⁄4 | ||||||||
| 3602 |
Connects AI agents to Real World Asset (RWA) data, enabling queries about token…
|
B 76 5⁄5 | ||||||||
| 3603 |
An MCP server that provides access to FedRAMP 20x security requirements and con…
|
B 76 5⁄5 | ||||||||
| 3604 |
zen
Claim
Selfhosted notes app. Single golang binary, notes stored as markdown within SQL…
|
B 76 5⁄5 | ||||||||
| 3605 |
A server allowing interaction with Reddit via the public API, enabling browsing…
|
B 76 5⁄5 | ||||||||
| 3606 |
An MCP server that enables users to interact with KFC's online ordering system …
|
B 76 5⁄4 | ||||||||
| 3607 |
prometheus_mcp_server
Claim
A Model Context Protocol (MCP) server enabling LLMs to query, analyze, and inte…
|
B 76 5⁄4 | ||||||||
| 3608 |
Provides ripgrep search capabilities to MCP clients like Claude, allowing high-…
|
B 76 5⁄5 | ||||||||
| 3609 |
Enables access to BigBugAI cryptocurrency tools for getting trending tokens and…
|
B 76 5⁄5 | ||||||||
| 3610 |
Enables interaction with Jenkins to manage jobs, trigger builds with parameters…
|
B 76 5⁄5 | ||||||||
| 3611 |
Enables AI assistants to interact with SQLite databases by executing read and w…
|
B 76 5⁄4 | ||||||||
| 3612 |
*Featured on Claude!* MCP server for accessing near real-time health data from …
|
B 76 5⁄5 | ||||||||
| 3613 |
An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted …
|
B 76 5⁄5 | ||||||||
| 3614 |
A Model Context Protocol server that enables AI assistants to create, read, edi…
|
B 76 5⁄5 | ||||||||
| 3615 |
An MCP server that connects LLMs to CERN GitLab to discover and analyze High En…
|
B 76 5⁄5 | ||||||||
| 3616 |
Enables LLMs like Claude to query the official Spanish BOE API for consolidated…
|
B 76 5⁄5 | ||||||||
| 3617 |
Enables AI assistants to interact with Google's Jules coding agent API for auto…
|
B 76 5⁄5 | ||||||||
| 3618 |
Provides comprehensive cryptocurrency analysis using the CoinCap API, offering …
|
B 76 5⁄5 | ||||||||
| 3619 |
Model Context Protocol (MCP) Server for Jupyter.
|
B 76 5⁄4 | ||||||||
| 3620 |
Provides a set of read-only Kubernetes functions via an MCP server, enabling in…
|
B 76 5⁄5 | ||||||||
| 3621 |
MCP server for full transaction and token history on EVM and UTXO addresses via…
|
B 76 6⁄4 | ||||||||
| 3622 |
Firefox browser automation via WebDriver BiDi for testing, scraping, and browse…
|
B 76 5⁄4 | ||||||||
| 3623 |
Provides access to Harmonic.ai's API for searching and retrieving detailed info…
|
B 76 5⁄5 | ||||||||
| 3624 |
MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.
|
B 76 5⁄4 | ||||||||
| 3625 |
RooCode-RAG-Lookup
Claim
Enables semantic search across documents and code repositories using RAG (Retri…
|
B 76 5⁄4 | ||||||||
| 3626 |
Official Model Context Protocol server for Gyazo
|
B 76 5⁄5 | ||||||||
| 3627 |
A goal-agnostic parallel orchestration framework that enables sophisticated mul…
|
B 76 5⁄5 | ||||||||
| 3628 |
WAIaaS
Claim
Self-hosted wallet-as-a-service for AI agents. 60 tools for multi-chain crypto:…
|
B 76 5⁄4 | ||||||||
| 3629 |
Multi-agent observability: cascade failure detection, heartbeats, and forensic …
|
B 76 5⁄4 | ||||||||
| 3630 |
Cortex MCP provides AI agents with long-term portfolio memory by transforming p…
|
B 76 5⁄5 | ||||||||
| 3631 |
Claude Usage MCP Server
Claim
Fetches and tracks Claude.ai usage data including session and weekly limits wit…
|
B 76 5⁄4 | ||||||||
| 3632 |
Provides read-only access to Canvas LMS for students to retrieve courses, assig…
|
B 76 5⁄5 | ||||||||
| 3633 |
A MCP server for accessing Zoom recordings and transcripts without requiring di…
|
B 76 5⁄5 | ||||||||
| 3634 |
Enables secure MySQL database operations through natural language with built-in…
|
B 76 5⁄5 | ||||||||
| 3635 |
Provides instant, offline access to complete Shopify Liquid documentation (198 …
|
B 76 5⁄5 | ||||||||
| 3636 |
Interact seamlessly with issues and merge requests of your GitLab projects.
|
B 76 5⁄5 | ||||||||
| 3637 |
Enables AI assistants to search, validate, and edit OpenStreetMap data through …
|
B 76 5⁄5 | ||||||||
| 3638 |
Enables AI agents to create, validate, and export UML system models using struc…
|
B 76 5⁄5 | ||||||||
| 3639 |
Enables AI assistants to query and manage Traefik reverse proxy configurations,…
|
B 76 5⁄5 | ||||||||
| 3640 |
PrintSmith MCP Server
Claim
Connects Claude to PrintSmith Vision for read-only AI-assisted print shop manag…
|
B 76 5⁄4 | ||||||||
| 3641 |
Comprehensive MCP server for Google Maps APIs, enabling geocoding, place search…
|
B 76 5⁄5 | ||||||||
| 3642 |
AEM MCP server. Chat with your AEM instance for content, component, and asset o…
|
B 76 5⁄4 | ||||||||
| 3643 |
Generate, randomize, explain, and manage u-he synthesizer presets via the Model…
|
B 76 5⁄4 | ||||||||
| 3644 |
MCP server providing access to 135+ animated React components from ReactBits.de…
|
B 76 5⁄5 | ||||||||
| 3645 |
Spec-driven development tool for AI coding assistants that generates specs, val…
|
B 76 5⁄4 | ||||||||
| 3646 |
A lightweight, file-based server for managing and serving personal prompt templ…
|
B 76 5⁄4 | ||||||||
| 3647 |
A MCP server that integrates with Stable Diffusion WebUI to provide text-to-ima…
|
B 76 5⁄5 | ||||||||
| 3648 |
Wassette: A security-oriented runtime that runs WebAssembly Components via MCP
|
B 76 5⁄5 | ||||||||
| 3649 |
Connects Claude with the Intervals.icu API to retrieve fitness data including a…
|
B 76 5⁄5 | ||||||||
| 3650 |
A Model Context Protocol (MCP) server that provides a simple sleep/wait tool, u…
|
B 76 5⁄4 | ||||||||