MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 2 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3601 |
Checks username availability and retrieves account information across major soc…
|
B 76 5⁄5 | ||||||||
| 3602 |
Enables AI assistants to interact with the Google Blogger API v3 to manage blog…
|
B 76 5⁄5 | ||||||||
| 3603 |
A simple MCP server built using FastMCP, TypeScript, ESLint, and Prettier.
|
B 76 5⁄5 | ||||||||
| 3604 |
Enables management of Railway.app infrastructure through natural language, incl…
|
B 76 5⁄5 | ||||||||
| 3605 |
A sophisticated server that enables AI assistants to automatically analyze code…
|
B 76 5⁄5 | ||||||||
| 3606 |
A server that enables querying the dbt Semantic Layer through natural language …
|
B 76 5⁄5 | ||||||||
| 3607 |
An MCP server that enables AI agents to interact with the iExec protocol for co…
|
B 76 5⁄4 | ||||||||
| 3608 |
Integrates xAI's Grok APIs into Claude Code to enable image and video generatio…
|
B 76 5⁄5 | ||||||||
| 3609 |
Provides GitHub data analysis for repositories, developers, and organizations, …
|
B 76 5⁄5 | ||||||||
| 3610 |
JSON, YAML, TOML, INI config tools for AI agents
|
B 76 4⁄4 | ||||||||
| 3611 |
An MCP server that allows users to query and analyze their Apple Health data us…
|
B 76 5⁄4 | ||||||||
| 3612 |
A Model Context Protocol (MCP) server implementation for remote memory bank man…
|
B 76 5⁄5 | ||||||||
| 3613 |
Python Code Runner
Claim
Enables execution of Python code in a safe environment, including running scrip…
|
B 76 5⁄5 | ||||||||
| 3614 |
A deterministic MCP server for BitBake and Yocto that allows users to search, s…
|
B 76 5⁄5 | ||||||||
| 3615 |
Codebase Memory
Claim
Persistent codebase knowledge graph. Survives session restarts and context comp…
|
B 76 5⁄4 | ||||||||
| 3616 |
claude-session-manager
Claim
Claude Code Session Manager
|
B 76 5⁄4 | ||||||||
| 3617 |
Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j kn…
|
B 76 5⁄5 | ||||||||
| 3618 |
Enables text-to-image generation, image editing, and multi-image composition us…
|
B 76 5⁄5 | ||||||||
| 3619 |
DIMO MCP Server
Claim
Enables AI assistants to access vehicle data from the DIMO Network, including q…
|
B 76 5⁄5 | ||||||||
| 3620 |
Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29…
|
B 76 5⁄4 | ||||||||
| 3621 |
A basic example MCP server deployed as a Netlify serverless function using Expr…
|
B 76 6⁄6 | ||||||||
| 3622 |
Enables users to search for job opportunities in Singapore through the MyCareer…
|
B 76 5⁄5 | ||||||||
| 3623 |
Search, read, create, and update Bear Notes directly from Claude. Local-only wi…
|
B 76 5⁄4 | ||||||||
| 3624 |
A Node.js-based remote Model Context Protocol (MCP) server that runs on Azure C…
|
B 76 5⁄5 | ||||||||
| 3625 |
Provides access to satellite tracking data from N2YO, allowing users to query s…
|
B 76 5⁄5 | ||||||||
| 3626 |
|
B 76 5⁄4 | ||||||||
| 3627 |
Firestore MCP Server
Claim
An interface for interacting with Google Firestore databases directly through C…
|
B 76 5⁄5 | ||||||||
| 3628 |
Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifac…
|
B 76 5⁄4 | ||||||||
| 3629 |
An MCP server that generates 2D and 3D game assets from text prompts using AI m…
|
B 76 5⁄5 | ||||||||
| 3630 |
Enables AI assistants to search and browse Jira Service Management Assets data …
|
B 76 5⁄5 | ||||||||
| 3631 |
A personal digital twin MCP server that manages professional context, including…
|
B 76 5⁄4 | ||||||||
| 3632 |
Provides real-time control of Unity Editor through natural language commands. E…
|
B 76 5⁄4 | ||||||||
| 3633 |
MWAA MCP Server
Claim
Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) enviro…
|
B 76 5⁄5 | ||||||||
| 3634 |
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
|
B 76 5⁄5 | ||||||||
| 3635 |
A Model Context Protocol server that enables large language models to access da…
|
B 76 5⁄5 | ||||||||
| 3636 |
Official MCP server for managing Searchcraft clusters, creating a search index,…
|
B 76 5⁄5 | ||||||||
| 3637 |
Agileday MCP Server
Claim
Connects Agileday's competence and employee data with LLMs, enabling natural la…
|
B 76 5⁄5 | ||||||||
| 3638 |
CStrike v2.6 — Offensive Security Platform. 35+ tools, 9-container Docker stack…
|
B 76 5⁄5 | ||||||||
| 3639 |
An intelligent MCP server that enables seamless restarting of Claude's MCP hand…
|
B 76 5⁄4 | ||||||||
| 3640 |
Enables AI assistants to store and retrieve memories with semantic search capab…
|
B 76 5⁄5 | ||||||||
| 3641 |
Enables browsing Hacker News, searching discussions, analyzing users, and track…
|
B 76 5⁄5 | ||||||||
| 3642 |
Automatically generates MCP tools, CLI, and web UI from TypeScript methods, ena…
|
B 76 5⁄4 | ||||||||
| 3643 |
A server that provides tools for retrieving real-time price information for var…
|
B 76 5⁄5 | ||||||||
| 3644 |
Enables AI-powered image generation and editing with Nano Banana, plus professi…
|
B 76 5⁄5 | ||||||||
| 3645 |
zen
Claim
Selfhosted notes app. Single golang binary, notes stored as markdown within SQL…
|
B 76 5⁄5 | ||||||||
| 3646 |
MCP server for Spotify playlist curation and management. 18 tools for song anal…
|
B 76 5⁄4 | ||||||||
| 3647 |
Provides web search, content extraction, and AI summarization capabilities usin…
|
B 76 5⁄5 | ||||||||
| 3648 |
|
B 76 5⁄4 | ||||||||
| 3649 |
Generates syscall code (C, C++, Rust, NIM) using various hooking methods, and i…
|
B 76 5⁄4 | ||||||||
| 3650 |
MCP Server for managing & interacting with Open Source NGFW OPNSense via Natura…
|
B 76 5⁄4 | ||||||||