MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 1 hour, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20851 |
Enables AI video automation pipeline: ComfyUI image-to-video, FFmpeg processing…
|
B 73 3⁄3 | ||||||||
| 20852 |
Effortlessly secure your AI agents and AI-powered workflows — from prototype to…
|
B 73 4⁄3 | ||||||||
| 20853 |
gencodedoc
Claim
Versioning de code et génération de documentation intelligents. Supporte CLI, A…
|
B 73 4⁄3 | ||||||||
| 20854 |
Enables LLMs to compute cryptographic hashes and perform key derivation functio…
|
B 73 3⁄3 | ||||||||
| 20855 |
maxion-mcp-gateway
Claim
Join us at the frontier of efficiency. This hardware-level optimization suite, …
|
B 73 3⁄3 | ||||||||
| 20856 |
MCP server for any Python command line application
|
B 73 4⁄3 | ||||||||
| 20857 |
Provides AI assistants with comprehensive access to n8n workflow automation pla…
|
B 73 4⁄4 | ||||||||
| 20858 |
RAPID MCP Server
Claim
A local server that provides powerful code analysis and search capabilities for…
|
B 73 4⁄3 | ||||||||
| 20859 |
Provides AI assistants with persistent graph database memory using Neo4j, enabl…
|
B 73 4⁄4 | ||||||||
| 20860 |
Unified MCP server for GitLab and Jira: manage projects, merge requests, files,…
|
B 73 4⁄4 | ||||||||
| 20861 |
scira-mcp-chat
Claim
A minimalistic MCP client with a good feature set.
|
B 73 4⁄3 | ||||||||
| 20862 |
Reflexive Memory for AI Agents - MCP Server. Remembers, forgets, questions, and…
|
B 73 3⁄3 | ||||||||
| 20863 |
MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants
|
B 73 4⁄3 | ||||||||
| 20864 |
Summarizes GitHub discussions, issues, and pull requests by storing data locall…
|
B 73 4⁄3 | ||||||||
| 20865 |
This is a Model Context Protocol (MCP) server that gets answers from your Perfe…
|
B 73 4⁄3 | ||||||||
| 20866 |
Laravel Loop is a powerful Model Context Protocol (MCP) server designed specifi…
|
B 73 3⁄3 | ||||||||
| 20867 |
MacWhisper transcription for Claude Desktop. Fully local, no cloud, audio stays…
|
B 73 3⁄3 | ||||||||
| 20868 |
Enables management of Hostinger services, allowing users to deploy WordPress si…
|
B 73 4⁄4 | ||||||||
| 20869 |
Model Context Protocol server for Swell e-commerce platform integration with AI…
|
B 73 4⁄4 | ||||||||
| 20870 |
Enables reading, writing, and managing Google Sheets documents with support for…
|
B 73 4⁄4 | ||||||||
| 20871 |
Skylight Calendar for Claude — family events, chores, and rewards.
|
B 73 3⁄3 | ||||||||
| 20872 |
Provides AI agents with read-only access to Google Search Console data, includi…
|
B 72 3⁄3 | ||||||||
| 20873 |
Simple MCP server that exposes a tool to fetch student result/CGPA data from MA…
|
B 72 3⁄3 | ||||||||
| 20874 |
28 plugins and MCP servers for Claude Code — TDD, multi-agent orchestration, it…
|
B 72 3⁄3 | ||||||||
| 20875 |
Boyce
Claim
Deterministic SQL compiler for AI agents. Your agent stops guessing SQL.
|
B 72 3⁄3 | ||||||||
| 20876 |
Provides AI assistants with comprehensive access to Azure DevOps services inclu…
|
B 72 4⁄4 | ||||||||
| 20877 |
An AI-powered MCP server that converts guitar audio recordings into high-qualit…
|
B 72 3⁄3 | ||||||||
| 20878 |
Integrates with Atlassian Cloud products (Confluence and Jira) to enable AI ass…
|
B 72 4⁄4 | ||||||||
| 20879 |
Enables comprehensive interaction with self-hosted Jira instances using Persona…
|
B 72 4⁄4 | ||||||||
| 20880 |
MSFConsole MCP Server
Claim
Enables secure integration with Metasploit Framework for AI assistants, providi…
|
B 72 4⁄3 | ||||||||
| 20881 |
MCP server for full control of Apple Keynote through AppleScript automation. Cr…
|
B 72 4⁄3 | ||||||||
| 20882 |
SD Elements MCP Server
Claim
A Model Context Protocol server that provides SD Elements API integration, enab…
|
B 72 4⁄4 | ||||||||
| 20883 |
Official MCP server for Automox. Manage devices, patches, and policies in natur…
|
B 72 3⁄3 | ||||||||
| 20884 |
39 tax tools for US taxpayers: federal/state tax, credits, deductions, retireme…
|
B 72 4⁄3 | ||||||||
| 20885 |
Filesystem-first MCP for Obsidian — an LLM-maintained wiki inspired by Karpathy…
|
B 72 3⁄3 | ||||||||
| 20886 |
MCP server for managing Apidog test cases, scenarios, suites, and test data
|
B 72 4⁄3 | ||||||||
| 20887 |
MCP server for IBM Watson Orchestrate (WXO). Manage tools, agents, connections,…
|
B 72 4⁄3 | ||||||||
| 20888 |
para
Claim
The Para MCP server exposes Para's backend services over the Model Context Prot…
|
B 72 3⁄3 | ||||||||
| 20889 |
Connects AI agents to the Zscaler Zero Trust Exchange platform via the Model Co…
|
B 72 4⁄3 | ||||||||
| 20890 |
Leverage advanced analytical thinking capabilities to break down complex proble…
|
B 72 3⁄3 | ||||||||
| 20891 |
Mochify MCP
Claim
MCP implementation for connecting to the Mochify image processing API to conver…
|
B 72 4⁄3 | ||||||||
| 20892 |
Claude Talk to Figma MCP
Claim
Enables AI assistants like Claude and Cursor to interact directly with Figma to…
|
B 72 4⁄3 | ||||||||
| 20893 |
Enables LLMs to search and retrieve exam problems, solutions, and answers from …
|
B 72 4⁄4 | ||||||||
| 20894 |
javalens-mcp
Claim
56 semantic Java analysis tools via Eclipse JDT. Compiler-accurate navigation, …
|
B 72 3⁄3 | ||||||||
| 20895 |
A command-line utility for interacting with MCP servers.
|
B 72 4⁄3 | ||||||||
| 20896 |
An MCP server providing comprehensive access to Ethereum blockchain data across…
|
B 72 4⁄4 | ||||||||
| 20897 |
Workflowy
Claim
Search, read, create, and organize Workflowy nodes with breadcrumb context.
|
B 72 4⁄3 | ||||||||
| 20898 |
Transforms Claude Code into an autonomous operator that decomposes goals, spawn…
|
B 72 3⁄3 | ||||||||
| 20899 |
Twitter Bridge MCP
Claim
Enables Claude.ai to interact with Twitter/X by using browser automation to per…
|
B 72 3⁄3 | ||||||||
| 20900 |
Orchestrates 3D scene creation, camera paths, and physics-driven animations, br…
|
B 72 4⁄4 | ||||||||